[{"data":1,"prerenderedAt":15728},["ShallowReactive",2],{"blog-\u002Fblog\u002F2025\u002F04\u002Fbuild-manufacturing-oee-dashboard":3,"featureCatalog":12708,"changelog-titles":13100,"blog-all-for-related":13634},{"id":4,"title":5,"authors":6,"body":8,"cta":12679,"date":12680,"description":12681,"extension":12682,"features":12679,"image":12683,"lastUpdated":12684,"meta":12685,"navigation":9996,"path":12700,"release":12679,"seo":12701,"stem":12702,"subtitle":12703,"tags":12704,"tldr":12706,"video":12679,"__hash__":12707},"blog\u002Fblog\u002F2025\u002F04\u002Fbuild-manufacturing-oee-dashboard.md","How to Build a Manufacturing OEE Dashboard with FlowFuse",[7],"sumit-shinde",{"type":9,"value":10,"toc":12656},"minimark",[11,33,38,41,60,69,72,77,80,128,132,140,8583,8619,8622,8631,8635,8638,8643,8711,8726,8734,8738,8869,8877,8881,8884,9103,9110,9119,9127,9131,9134,9374,9382,9386,9389,9392,9412,9416,9424,9737,9772,9776,9877,9881,9904,11094,11103,11107,11110,11115,11139,11203,11208,11259,11263,11287,12284,12309,12318,12322,12325,12338,12590,12598,12601,12610,12617,12620,12623,12627,12642,12653],[12,13,14,15,20,21,27,28,32],"p",{},"In ",[16,17,19],"a",{"href":18},"\u002Fblog\u002F2025\u002F04\u002Fwhat-is-an-oee-dashboard\u002F","Part 1",", we explored the fundamentals of OEE, outlined a basic design of the dashboard, and identified the key elements to include in the OEE dashboard.\nIn this second part, we will focus on building the OEE dashboard interface using ",[16,22,26],{"href":23,"rel":24},"https:\u002F\u002Fdashboard.flowfuse.com\u002F",[25],"nofollow","FlowFuse Dashboard"," (Node-RED Dashboard 2.0) and FlowFuse, utilizing simulated production and downtime data, the same kind of data you'd track for torque, weld cycle time, or paint throughput on an ",[16,29,31],{"href":30},"\u002Findustries\u002Fautomotive\u002F","automotive"," line.",[34,35,37],"h2",{"id":36},"getting-started","Getting Started",[12,39,40],{},"To simplify the development process, we will divide development into five key parts:",[42,43,44,48,51,54,57],"ol",{},[45,46,47],"li",{},"Collecting and configuring data",[45,49,50],{},"Preparing data for calculations",[45,52,53],{},"Calculating OEE and key metrics",[45,55,56],{},"Detailed breakdown of OEE data",[45,58,59],{},"Building the dashboard",[12,61,62,63,68],{},"Before we start, it is recommended to have a basic knowledge of Node-RED. For that, I recommend this free ",[16,64,67],{"href":65,"rel":66},"https:\u002F\u002Fnode-red-academy.learnworlds.com\u002Fcourse\u002Fnode-red-getting-started",[25],"Node-RED Fundamental Course",".",[12,70,71],{},"Additionally, ensure that you organize flows into well-structured groups. To match my group organization, I have provided images of the flow for each section. Also, if a Link In node is present at the start, create the group starting from the Link In node and ending at the Link Out node.",[73,74,76],"h3",{"id":75},"prerequisites","Prerequisites",[12,78,79],{},"Before you begin building the OEE Dashboard with FlowFuse, make sure you have the following:",[81,82,83,96,107],"ul",{},[45,84,85,89,90,95],{},[86,87,88],"strong",{},"Running FlowFuse Instance:"," Make sure you have a FlowFuse instance set up and running. If you don't have an account, check out our ",[16,91,94],{"href":92,"rel":93},"https:\u002F\u002Fapp.flowfuse.com\u002Faccount\u002Fcreate",[25],"free trial"," and learn how to create an instance in FlowFuse.",[45,97,98,101,102,106],{},[86,99,100],{},"FlowFuse Dashboard:"," Ensure you have ",[16,103,26],{"href":104,"rel":105},"https:\u002F\u002Fflows.nodered.org\u002Fnode\u002F@flowfuse\u002Fnode-red-dashboard",[25]," (also known as Node-RED Dashboard 2.0 in the community) installed and properly configured on your instance.",[45,108,109,101,112,117,118,122,123,127],{},[86,110,111],{},"SQLite Contrib Node:",[16,113,116],{"href":114,"rel":115},"https:\u002F\u002Fflows.nodered.org\u002Fnode\u002Fnode-red-node-sqlite",[25],"node-red-contrib-sqlite"," installed. We use SQLite here because it needs no setup, but the flow works against any database - ",[16,119,121],{"href":120},"\u002Fdocs\u002Fuser\u002Fff-tables\u002F","FlowFuse Tables"," gives you managed PostgreSQL if you want something production-grade from the start, and our ",[16,124,126],{"href":125},"\u002Fnode-red\u002Fdatabase\u002F","Database"," guides cover MongoDB, InfluxDB, TimescaleDB, and DynamoDB.",[73,129,131],{"id":130},"preparing-simulated-data","Preparing Simulated Data",[12,133,134,135,139],{},"Before building the dashboard, we need a data source for production and downtime metrics. This data will serve as input for OEE calculations. ",[16,136,138],{"href":137},"\u002Fblog\u002F2025\u002F04\u002Fdesign-and-scale-oee-dashboard\u002F","Part 3 covers connecting a real source",", including how to remap the queries when your database field names differ. For now, let's generate simulated data.",[141,142,144],"render-flow",{":height":143},"300",[145,146,151],"pre",{"className":147,"code":148,"language":149,"meta":150,"style":150},"language-json shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","[{\"id\":\"fa7147e04d4d5ec3\",\"type\":\"tab\",\"label\":\"Simulated Data 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ProductionData table\",\"field\":\"topic\",\"fieldType\":\"msg\",\"format\":\"sql\",\"syntax\":\"mustache\",\"template\":\"CREATE TABLE IF NOT EXISTS ProductionData (\\n    id INTEGER PRIMARY KEY AUTOINCREMENT,\\n    timestamp DATETIME NOT NULL,\\n    area VARCHAR(255) NOT NULL,\\n    line VARCHAR(100) NOT NULL,  \\n    machine_name VARCHAR(255) NOT NULL,\\n    shift VARCHAR(50) NOT NULL,\\n    shift_duration DECIMAL(5,2) NOT NULL,\\n    good_units INT NOT NULL,\\n    defect_units INT NOT NULL,\\n    total_produced_units INT NOT NULL,\\n    cycle_time DECIMAL(5,2) NOT NULL,\\n    ideal_cycle_time DECIMAL(5,2) NOT NULL,\\n    target_output INT NOT NULL DEFAULT 0,\\n    operating_time INT NOT 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IF NOT EXISTS DowntimeData (\\n    id INTEGER PRIMARY KEY AUTOINCREMENT,\\n    timestamp DATETIME NOT NULL,\\n    area VARCHAR(255) NOT NULL,\\n    line VARCHAR(100) NOT NULL,  \\n    machine_name VARCHAR(255) NOT NULL,\\n    shift VARCHAR(50) NOT NULL,\\n    downtime_start DATETIME NOT NULL,\\n    downtime_end DATETIME NOT NULL,\\n    downtime_duration_minutes INTEGER NOT NULL,\\n    downtime_type VARCHAR(50) NOT NULL CHECK (downtime_type IN ('Planned', 'Unplanned')),\\n    downtime_reason TEXT NOT NULL\\n);\\n\",\"output\":\"str\",\"x\":440,\"y\":240,\"wires\":[[\"f8229c651706b162\"]]},{\"id\":\"0c927abd3b139e97\",\"type\":\"inject\",\"z\":\"fa7147e04d4d5ec3\",\"g\":\"3f2126c3c00b9e0d\",\"name\":\"\",\"props\":[{\"p\":\"payload\"},{\"p\":\"topic\",\"vt\":\"str\"}],\"repeat\":\"\",\"crontab\":\"\",\"once\":true,\"onceDelay\":0.1,\"topic\":\"\",\"payload\":\"\",\"payloadType\":\"date\",\"x\":150,\"y\":240,\"wires\":[[\"2ceebc93d54adba4\"]]},{\"id\":\"8222855bc32e9240\",\"type\":\"debug\",\"z\":\"fa7147e04d4d5ec3\",\"g\":\"3f2126c3c00b9e0d\",\"name\":\"debug 2\",\"active\":false,\"tosidebar\":true,\"console\":false,\"tostatus\":false,\"complete\":\"false\",\"statusVal\":\"\",\"statusType\":\"auto\",\"x\":1050,\"y\":240,\"wires\":[]},{\"id\":\"234aef8a999cb8d9\",\"type\":\"template\",\"z\":\"fa7147e04d4d5ec3\",\"g\":\"07a3d5b9075ff846\",\"name\":\"Insert production data record\",\"field\":\"topic\",\"fieldType\":\"msg\",\"format\":\"handlebars\",\"syntax\":\"mustache\",\"template\":\"INSERT INTO ProductionData (\\n    timestamp, \\n    area, \\n    line, \\n    machine_name, \\n    shift, \\n    shift_duration, \\n    good_units, \\n    defect_units, \\n    total_produced_units, \\n    cycle_time, \\n    ideal_cycle_time,  \\n    target_output,\\n    operating_time  \\n) \\nVALUES (\\n    '{{payload.timestamp}}', \\n    '{{payload.area}}', \\n    '{{payload.line}}', \\n    '{{payload.machine_name}}', \\n    '{{payload.shift}}', \\n    '{{payload.shift_duration}}',  \\n    '{{payload.good_units}}',  \\n    '{{payload.defect_units}}',  \\n    '{{payload.total_produced_units}}',  \\n    '{{payload.cycle_time}}',  \\n    '{{payload.ideal_cycle_time}}',  \\n    '{{payload.target_output}}',  \\n    '{{payload.operating_time}}'  \\n);\\n\",\"output\":\"str\",\"x\":1550,\"y\":340,\"wires\":[[\"aa7bd867fa7daca5\"]]},{\"id\":\"d7641c9327f295f8\",\"type\":\"debug\",\"z\":\"fa7147e04d4d5ec3\",\"g\":\"07a3d5b9075ff846\",\"name\":\"debug 3\",\"active\":false,\"tosidebar\":true,\"console\":false,\"tostatus\":false,\"complete\":\"false\",\"statusVal\":\"\",\"statusType\":\"auto\",\"x\":1970,\"y\":340,\"wires\":[]},{\"id\":\"cce91928076adb23\",\"type\":\"template\",\"z\":\"fa7147e04d4d5ec3\",\"g\":\"c0550db87d6fb947\",\"name\":\"Drop demo downtime data\",\"field\":\"topic\",\"fieldType\":\"msg\",\"format\":\"sql\",\"syntax\":\"mustache\",\"template\":\"Drop table DowntimeData;\",\"output\":\"str\",\"x\":480,\"y\":580,\"wires\":[[\"b1f773f4cc2266c6\"]]},{\"id\":\"d853a554ecd152b1\",\"type\":\"inject\",\"z\":\"fa7147e04d4d5ec3\",\"g\":\"c0550db87d6fb947\",\"name\":\"\",\"props\":[{\"p\":\"payload\"},{\"p\":\"topic\",\"vt\":\"str\"}],\"repeat\":\"\",\"crontab\":\"\",\"once\":false,\"onceDelay\":0.1,\"topic\":\"\",\"payload\":\"\",\"payloadType\":\"date\",\"x\":150,\"y\":580,\"wires\":[[\"cce91928076adb23\"]]},{\"id\":\"45628fb0ca0a4672\",\"type\":\"debug\",\"z\":\"fa7147e04d4d5ec3\",\"g\":\"c0550db87d6fb947\",\"name\":\"debug 5\",\"active\":false,\"tosidebar\":true,\"console\":false,\"tostatus\":false,\"complete\":\"false\",\"statusVal\":\"\",\"statusType\":\"auto\",\"x\":1120,\"y\":580,\"wires\":[]},{\"id\":\"c3e96b73cd6ec586\",\"type\":\"inject\",\"z\":\"fa7147e04d4d5ec3\",\"g\":\"07a3d5b9075ff846\",\"name\":\"Click to generate and insert demo data.\",\"props\":[{\"p\":\"payload\"},{\"p\":\"topic\",\"vt\":\"str\"}],\"repeat\":\"\",\"crontab\":\"\",\"once\":false,\"onceDelay\":\"0.5\",\"topic\":\"\",\"payload\":\"\",\"payloadType\":\"date\",\"x\":230,\"y\":380,\"wires\":[[\"13f2e851e3f28ec6\"]]},{\"id\":\"13f2e851e3f28ec6\",\"type\":\"function\",\"z\":\"fa7147e04d4d5ec3\",\"g\":\"07a3d5b9075ff846\",\"name\":\"Generate simulated production and downtime data\",\"func\":\"function generateProductionData() {\\n    const areas = {\\n        \\\"Pressing\\\": [\\\"Hydraulic Press\\\", \\\"CNC Press Brake\\\", \\\"Stamping Press\\\", \\\"Power Press\\\"],\\n        \\\"Assembly\\\": [\\\"Robotic Arm\\\", \\\"Screw Insertion Machine\\\", \\\"Pick-and-Place Machine\\\"],\\n        \\\"Packaging\\\": [\\\"Carton Sealing Machine\\\", \\\"Shrink Wrapping Machine\\\", \\\"Bottle Filling and Capping Machine\\\", \\\"Flow Wrapper\\\"]\\n    };\\n\\n    const shifts = [\\\"Shift 1\\\", \\\"Shift 2\\\", \\\"Shift 3\\\"];\\n    const shiftStartTimes = {\\n        \\\"Shift 1\\\": \\\"00:00:00\\\",\\n        \\\"Shift 2\\\": \\\"08:00:00\\\",\\n        \\\"Shift 3\\\": \\\"16:00:00\\\"\\n    };\\n\\n    const uniqueShortCodes = {\\n        \\\"Pressing\\\": [\\\"HP\\\", \\\"PB\\\", \\\"SP\\\", \\\"PP\\\"],\\n        \\\"Assembly\\\": [\\\"RA\\\", \\\"SIM\\\", \\\"P and P\\\"],\\n        \\\"Packaging\\\": [\\\"CSM\\\", \\\"SWM\\\", \\\"BFCM\\\", \\\"FW\\\"]\\n    };\\n\\n    const downtimeTypes = [\\\"Planned\\\", \\\"Unplanned\\\"];\\n    const plannedDowntimeReasons = [\\n        \\\"Scheduled Maintenance\\\", \\\"Equipment Upgrades\\\", \\\"Shift Changeover\\\",\\n        \\\"Tool Changeover\\\", \\\"Calibration and Quality Checks\\\", \\\"Cleaning and Sanitation\\\", \\\"Planned Power Outage\\\"\\n    ];\\n    const unplannedDowntimeReasons = [\\n        \\\"Power Failure\\\", \\\"Material Shortage\\\", \\\"Technical Fault\\\", \\\"Operator Unavailable\\\"\\n    ];\\n\\n    const data = [];\\n    const downtimeData = [];\\n    const now = new Date();\\n\\n    const normalizeTimestamp = (timestamp) => timestamp.toISOString().split(\\\"T\\\").join(\\\" \\\").slice(0, 19);\\n\\n    for (let i = 0; i \u003C 30; i++) {\\n        const date = new Date();\\n        date.setDate(now.getDate() - i);\\n        const formattedDate = date.toISOString().split(\\\"T\\\")[0];\\n\\n        shifts.forEach(shift => {\\n            const shiftStart = shiftStartTimes[shift];\\n            const shiftTimestamp = new Date(`${formattedDate}T${shiftStart}`);\\n\\n            Object.entries(areas).forEach(([area, machines]) => {\\n                machines.forEach((_, index) => {\\n                    const randomCode = uniqueShortCodes[area][Math.floor(Math.random() * uniqueShortCodes[area].length)];\\n                    const uniqueID = Math.floor(10000 + Math.random() * 90000);\\n                    const shortMachineName = `${randomCode}-${uniqueID}`;\\n\\n                    const shiftDuration = 8;\\n                    let totalDowntimeMinutes = 0;\\n                    let downtimeEvents = [];\\n\\n                    \u002F\u002F Increase downtime frequency (up to 4 events per shift)\\n                    const numDowntimes = Math.floor(Math.random() * 4) + 1;\\n\\n                    for (let d = 0; d \u003C numDowntimes; d++) {\\n                        if (Math.random() \u003C 0.75) {  \u002F\u002F Increase probability of downtime\\n                            let downtimeMinutes = Math.floor(5 + Math.random() * 10); \u002F\u002F Shorter downtimes (5-15 mins)\\n                            totalDowntimeMinutes += downtimeMinutes;\\n\\n                            const downtimeStartMinutes = Math.floor(Math.random() * (shiftDuration * 60 - downtimeMinutes));\\n                            const downtimeStart = new Date(shiftTimestamp);\\n                            downtimeStart.setMinutes(downtimeStart.getMinutes() + downtimeStartMinutes);\\n\\n                            const downtimeEnd = new Date(downtimeStart);\\n                            downtimeEnd.setMinutes(downtimeEnd.getMinutes() + downtimeMinutes);\\n\\n                            const downtimeType = downtimeTypes[Math.floor(Math.random() * downtimeTypes.length)];\\n                            const downtimeReason = downtimeType === \\\"Planned\\\"\\n                                ? plannedDowntimeReasons[Math.floor(Math.random() * plannedDowntimeReasons.length)]\\n                                : unplannedDowntimeReasons[Math.floor(Math.random() * unplannedDowntimeReasons.length)];\\n\\n                            downtimeEvents.push({\\n                                timestamp: normalizeTimestamp(shiftTimestamp),\\n                                area,\\n                                machine_name: shortMachineName,\\n                                shift,\\n                                downtime_start: normalizeTimestamp(downtimeStart),\\n                                downtime_end: normalizeTimestamp(downtimeEnd),\\n                                downtime_duration_minutes: downtimeMinutes,\\n                                downtime_reason: downtimeReason,\\n                                downtime_type: downtimeType,\\n                                line: `Line-${index + 1}`\\n                            });\\n                        }\\n                    }\\n\\n                    const operatingTime = (shiftDuration * 60 - totalDowntimeMinutes) * 60;\\n                    let efficiency = Math.random() * 0.2 + 0.75;\\n                    let targetOutput = Math.floor(operatingTime \u002F 3) || 1;\\n                    let totalProduced = Math.floor(targetOutput * efficiency);\\n                    totalProduced = Math.min(totalProduced, targetOutput);\\n\\n                    const defectRate = Math.random() * 0.02 + 0.01;\\n                    const defectUnits = Math.floor(totalProduced * defectRate);\\n                    const goodUnits = totalProduced - defectUnits;\\n\\n                    data.push({\\n                        timestamp: normalizeTimestamp(shiftTimestamp),\\n                        area,\\n                        machine_name: shortMachineName,\\n                        shift,\\n                        shift_duration: shiftDuration,\\n                        operating_time: operatingTime - totalDowntimeMinutes * 60,\\n                        good_units: goodUnits,\\n                        defect_units: defectUnits,\\n                        total_produced_units: totalProduced,\\n                        target_output: targetOutput,\\n                        line: `Line-${index + 1}`\\n                    });\\n\\n                    downtimeData.push(...downtimeEvents);\\n                });\\n            });\\n        });\\n    }\\n\\n    return [\\n        { payload: data },\\n        { payload: downtimeData }\\n    ];\\n}\\n\\nconst productionDataSet = generateProductionData();\\n\\nreturn [\\n    { payload: productionDataSet[0].payload },\\n    { payload: productionDataSet[1].payload }\\n];\\n\",\"outputs\":2,\"timeout\":0,\"noerr\":0,\"initialize\":\"\",\"finalize\":\"\",\"libs\":[],\"x\":690,\"y\":380,\"wires\":[[\"9a444655c076d5a7\"],[\"8873774ad339b67e\"]]},{\"id\":\"9a444655c076d5a7\",\"type\":\"split\",\"z\":\"fa7147e04d4d5ec3\",\"g\":\"07a3d5b9075ff846\",\"name\":\"\",\"splt\":\"\\\\n\",\"spltType\":\"str\",\"arraySplt\":1,\"arraySpltType\":\"len\",\"stream\":false,\"addname\":\"\",\"x\":1060,\"y\":340,\"wires\":[[\"e1fe1b1a4f1ef2e5\"]]},{\"id\":\"e1fe1b1a4f1ef2e5\",\"type\":\"delay\",\"z\":\"fa7147e04d4d5ec3\",\"g\":\"07a3d5b9075ff846\",\"name\":\"10 msg\u002Fs\",\"pauseType\":\"rate\",\"timeout\":\"5\",\"timeoutUnits\":\"seconds\",\"rate\":\"10\",\"nbRateUnits\":\"1\",\"rateUnits\":\"second\",\"randomFirst\":\"1\",\"randomLast\":\"5\",\"randomUnits\":\"seconds\",\"drop\":false,\"allowrate\":false,\"outputs\":1,\"x\":1280,\"y\":340,\"wires\":[[\"234aef8a999cb8d9\"]]},{\"id\":\"b83d517fae3c7bbf\",\"type\":\"template\",\"z\":\"fa7147e04d4d5ec3\",\"g\":\"07a3d5b9075ff846\",\"name\":\"Insert downtime data record\",\"field\":\"topic\",\"fieldType\":\"msg\",\"format\":\"handlebars\",\"syntax\":\"mustache\",\"template\":\"INSERT INTO DowntimeData ( timestamp, area, line, machine_name, shift, \\n    downtime_start, downtime_end, downtime_duration_minutes, \\n    downtime_type, downtime_reason\\n)  \\nVALUES (\\n    '{{payload.timestamp}}',  \\n    '{{payload.area}}', \\n    '{{payload.line}}', \\n    '{{payload.machine_name}}', \\n    '{{payload.shift}}', \\n    '{{payload.downtime_start}}',\\n    '{{payload.downtime_end}}',  \\n    {{payload.downtime_duration_minutes}},  \\n    '{{payload.downtime_type}}',  \\n    '{{payload.downtime_reason}}'  \\n);\\n\",\"output\":\"str\",\"x\":1550,\"y\":420,\"wires\":[[\"2beb68abc5da93bc\"]]},{\"id\":\"50ebbbfb159a3cbe\",\"type\":\"debug\",\"z\":\"fa7147e04d4d5ec3\",\"g\":\"07a3d5b9075ff846\",\"name\":\"debug 8\",\"active\":false,\"tosidebar\":true,\"console\":false,\"tostatus\":false,\"complete\":\"false\",\"statusVal\":\"\",\"statusType\":\"auto\",\"x\":1970,\"y\":420,\"wires\":[]},{\"id\":\"8873774ad339b67e\",\"type\":\"split\",\"z\":\"fa7147e04d4d5ec3\",\"g\":\"07a3d5b9075ff846\",\"name\":\"\",\"splt\":\"\\\\n\",\"spltType\":\"str\",\"arraySplt\":1,\"arraySpltType\":\"len\",\"stream\":false,\"addname\":\"\",\"x\":1060,\"y\":420,\"wires\":[[\"77e22b20d1862c7e\"]]},{\"id\":\"77e22b20d1862c7e\",\"type\":\"delay\",\"z\":\"fa7147e04d4d5ec3\",\"g\":\"07a3d5b9075ff846\",\"name\":\"10 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to generate and insert demo data.",[155,4005,165],{"class":161},[155,4007,185],{"class":161},[155,4009,165],{"class":161},[155,4011,1595],{"class":168},[155,4013,165],{"class":161},[155,4015,1600],{"class":161},[155,4017,165],{"class":161},[155,4019,12],{"class":321},[155,4021,165],{"class":161},[155,4023,174],{"class":161},[155,4025,165],{"class":161},[155,4027,1613],{"class":179},[155,4029,165],{"class":161},[155,4031,576],{"class":161},[155,4033,165],{"class":161},[155,4035,12],{"class":321},[155,4037,165],{"class":161},[155,4039,174],{"class":161},[155,4041,165],{"class":161},[155,4043,1296],{"class":179},[155,4045,165],{"class":161},[155,4047,185],{"class":161},[155,4049,165],{"class":161},[155,4051,1638],{"class":321},[155,4053,165],{"class":161},[155,4055,174],{"class":161},[155,4057,165],{"class":161},[155,4059,1464],{"class":179},[155,4061,165],{"class":161},[155,4063,1651],{"class":161},[155,4065,165],{"class":161},[155,4067,1656],{"class":168},[155,4069,165],{"class":161},[155,4071,174],{"class":161},[155,4073,243],{"class":161},[155,4075,185],{"class":161},[155,4077,165],{"class":161},[155,4079,1669],{"class":168},[155,4081,165],{"class":161},[155,4083,174],{"class":161},[155,4085,243],{"class":161},[155,4087,185],{"class":161},[155,4089,165],{"class":161},[155,4091,1682],{"class":168},[155,4093,165],{"class":161},[155,4095,231],{"class":161},[155,4097,165],{"class":161},[155,4099,1691],{"class":168},[155,4101,165],{"class":161},[155,4103,174],{"class":161},[155,4105,165],{"class":161},[155,4107,385],{"class":179},[155,4109,165],{"class":161},[155,4111,185],{"class":161},[155,4113,165],{"class":161},[155,4115,1296],{"class":168},[155,4117,165],{"class":161},[155,4119,174],{"class":161},[155,4121,243],{"class":161},[155,4123,185],{"class":161},[155,4125,165],{"class":161},[155,4127,1613],{"class":168},[155,4129,165],{"class":161},[155,4131,174],{"class":161},[155,4133,243],{"class":161},[155,4135,185],{"class":161},[155,4137,165],{"class":161},[155,4139,1729],{"class":168},[155,4141,165],{"class":161},[155,4143,174],{"class":161},[155,4145,165],{"class":161},[155,4147,1738],{"class":179},[155,4149,165],{"class":161},[155,4151,185],{"class":161},[155,4153,165],{"class":161},[155,4155,523],{"class":168},[155,4157,165],{"class":161},[155,4159,174],{"class":161},[155,4161,4162],{"class":530},"230",[155,4164,185],{"class":161},[155,4166,165],{"class":161},[155,4168,538],{"class":168},[155,4170,165],{"class":161},[155,4172,174],{"class":161},[155,4174,4175],{"class":530},"380",[155,4177,185],{"class":161},[155,4179,165],{"class":161},[155,4181,1499],{"class":168},[155,4183,165],{"class":161},[155,4185,1504],{"class":161},[155,4187,165],{"class":161},[155,4189,786],{"class":179},[155,4191,165],{"class":161},[155,4193,1513],{"class":161},[155,4195,165],{"class":161},[155,4197,169],{"class":168},[155,4199,165],{"class":161},[155,4201,174],{"class":161},[155,4203,165],{"class":161},[155,4205,786],{"class":179},[155,4207,165],{"class":161},[155,4209,185],{"class":161},[155,4211,165],{"class":161},[155,4213,190],{"class":168},[155,4215,165],{"class":161},[155,4217,174],{"class":161},[155,4219,165],{"class":161},[155,4221,4222],{"class":179},"function",[155,4224,165],{"class":161},[155,4226,185],{"class":161},[155,4228,165],{"class":161},[155,4230,294],{"class":168},[155,4232,165],{"class":161},[155,4234,174],{"class":161},[155,4236,165],{"class":161},[155,4238,180],{"class":179},[155,4240,165],{"class":161},[155,4242,185],{"class":161},[155,4244,165],{"class":161},[155,4246,1252],{"class":168},[155,4248,165],{"class":161},[155,4250,174],{"class":161},[155,4252,165],{"class":161},[155,4254,589],{"class":179},[155,4256,165],{"class":161},[155,4258,185],{"class":161},[155,4260,165],{"class":161},[155,4262,1269],{"class":168},[155,4264,165],{"class":161},[155,4266,174],{"class":161},[155,4268,165],{"class":161},[155,4270,4271],{"class":179},"Generate simulated production and downtime data",[155,4273,165],{"class":161},[155,4275,185],{"class":161},[155,4277,165],{"class":161},[155,4279,4280],{"class":168},"func",[155,4282,165],{"class":161},[155,4284,174],{"class":161},[155,4286,165],{"class":161},[155,4288,4289],{"class":179},"function generateProductionData() {",[155,4291,1371],{"class":1370},[155,4293,4294],{"class":179},"    const areas = {",[155,4296,1371],{"class":1370},[155,4298,4299],{"class":1370},"        \\\"",[155,4301,4302],{"class":179},"Pressing",[155,4304,4305],{"class":1370},"\\\"",[155,4307,4308],{"class":179},": [",[155,4310,4305],{"class":1370},[155,4312,4313],{"class":179},"Hydraulic Press",[155,4315,4305],{"class":1370},[155,4317,4318],{"class":179},", ",[155,4320,4305],{"class":1370},[155,4322,4323],{"class":179},"CNC Press Brake",[155,4325,4305],{"class":1370},[155,4327,4318],{"class":179},[155,4329,4305],{"class":1370},[155,4331,4332],{"class":179},"Stamping Press",[155,4334,4305],{"class":1370},[155,4336,4318],{"class":179},[155,4338,4305],{"class":1370},[155,4340,4341],{"class":179},"Power Press",[155,4343,4305],{"class":1370},[155,4345,518],{"class":179},[155,4347,1371],{"class":1370},[155,4349,4299],{"class":1370},[155,4351,4352],{"class":179},"Assembly",[155,4354,4305],{"class":1370},[155,4356,4308],{"class":179},[155,4358,4305],{"class":1370},[155,4360,4361],{"class":179},"Robotic Arm",[155,4363,4305],{"class":1370},[155,4365,4318],{"class":179},[155,4367,4305],{"class":1370},[155,4369,4370],{"class":179},"Screw Insertion Machine",[155,4372,4305],{"class":1370},[155,4374,4318],{"class":179},[155,4376,4305],{"class":1370},[155,4378,4379],{"class":179},"Pick-and-Place Machine",[155,4381,4305],{"class":1370},[155,4383,518],{"class":179},[155,4385,1371],{"class":1370},[155,4387,4299],{"class":1370},[155,4389,4390],{"class":179},"Packaging",[155,4392,4305],{"class":1370},[155,4394,4308],{"class":179},[155,4396,4305],{"class":1370},[155,4398,4399],{"class":179},"Carton Sealing Machine",[155,4401,4305],{"class":1370},[155,4403,4318],{"class":179},[155,4405,4305],{"class":1370},[155,4407,4408],{"class":179},"Shrink Wrapping Machine",[155,4410,4305],{"class":1370},[155,4412,4318],{"class":179},[155,4414,4305],{"class":1370},[155,4416,4417],{"class":179},"Bottle Filling and Capping Machine",[155,4419,4305],{"class":1370},[155,4421,4318],{"class":179},[155,4423,4305],{"class":1370},[155,4425,4426],{"class":179},"Flow Wrapper",[155,4428,4305],{"class":1370},[155,4430,4431],{"class":179},"]",[155,4433,1371],{"class":1370},[155,4435,4436],{"class":179},"    };",[155,4438,4439],{"class":1370},"\\n\\n",[155,4441,4442],{"class":179},"    const shifts = [",[155,4444,4305],{"class":1370},[155,4446,4447],{"class":179},"Shift 1",[155,4449,4305],{"class":1370},[155,4451,4318],{"class":179},[155,4453,4305],{"class":1370},[155,4455,4456],{"class":179},"Shift 2",[155,4458,4305],{"class":1370},[155,4460,4318],{"class":179},[155,4462,4305],{"class":1370},[155,4464,4465],{"class":179},"Shift 3",[155,4467,4305],{"class":1370},[155,4469,4470],{"class":179},"];",[155,4472,1371],{"class":1370},[155,4474,4475],{"class":179},"    const shiftStartTimes = {",[155,4477,1371],{"class":1370},[155,4479,4299],{"class":1370},[155,4481,4447],{"class":179},[155,4483,4305],{"class":1370},[155,4485,4486],{"class":179},": ",[155,4488,4305],{"class":1370},[155,4490,4491],{"class":179},"00:00:00",[155,4493,4305],{"class":1370},[155,4495,185],{"class":179},[155,4497,1371],{"class":1370},[155,4499,4299],{"class":1370},[155,4501,4456],{"class":179},[155,4503,4305],{"class":1370},[155,4505,4486],{"class":179},[155,4507,4305],{"class":1370},[155,4509,4510],{"class":179},"08:00:00",[155,4512,4305],{"class":1370},[155,4514,185],{"class":179},[155,4516,1371],{"class":1370},[155,4518,4299],{"class":1370},[155,4520,4465],{"class":179},[155,4522,4305],{"class":1370},[155,4524,4486],{"class":179},[155,4526,4305],{"class":1370},[155,4528,4529],{"class":179},"16:00:00",[155,4531,4532],{"class":1370},"\\\"\\n",[155,4534,4436],{"class":179},[155,4536,4439],{"class":1370},[155,4538,4539],{"class":179},"    const uniqueShortCodes = {",[155,4541,1371],{"class":1370},[155,4543,4299],{"class":1370},[155,4545,4302],{"class":179},[155,4547,4305],{"class":1370},[155,4549,4308],{"class":179},[155,4551,4305],{"class":1370},[155,4553,4554],{"class":179},"HP",[155,4556,4305],{"class":1370},[155,4558,4318],{"class":179},[155,4560,4305],{"class":1370},[155,4562,4563],{"class":179},"PB",[155,4565,4305],{"class":1370},[155,4567,4318],{"class":179},[155,4569,4305],{"class":1370},[155,4571,4572],{"class":179},"SP",[155,4574,4305],{"class":1370},[155,4576,4318],{"class":179},[155,4578,4305],{"class":1370},[155,4580,4581],{"class":179},"PP",[155,4583,4305],{"class":1370},[155,4585,518],{"class":179},[155,4587,1371],{"class":1370},[155,4589,4299],{"class":1370},[155,4591,4352],{"class":179},[155,4593,4305],{"class":1370},[155,4595,4308],{"class":179},[155,4597,4305],{"class":1370},[155,4599,4600],{"class":179},"RA",[155,4602,4305],{"class":1370},[155,4604,4318],{"class":179},[155,4606,4305],{"class":1370},[155,4608,4609],{"class":179},"SIM",[155,4611,4305],{"class":1370},[155,4613,4318],{"class":179},[155,4615,4305],{"class":1370},[155,4617,4618],{"class":179},"P and P",[155,4620,4305],{"class":1370},[155,4622,518],{"class":179},[155,4624,1371],{"class":1370},[155,4626,4299],{"class":1370},[155,4628,4390],{"class":179},[155,4630,4305],{"class":1370},[155,4632,4308],{"class":179},[155,4634,4305],{"class":1370},[155,4636,4637],{"class":179},"CSM",[155,4639,4305],{"class":1370},[155,4641,4318],{"class":179},[155,4643,4305],{"class":1370},[155,4645,4646],{"class":179},"SWM",[155,4648,4305],{"class":1370},[155,4650,4318],{"class":179},[155,4652,4305],{"class":1370},[155,4654,4655],{"class":179},"BFCM",[155,4657,4305],{"class":1370},[155,4659,4318],{"class":179},[155,4661,4305],{"class":1370},[155,4663,4664],{"class":179},"FW",[155,4666,4305],{"class":1370},[155,4668,4431],{"class":179},[155,4670,1371],{"class":1370},[155,4672,4436],{"class":179},[155,4674,4439],{"class":1370},[155,4676,4677],{"class":179},"    const downtimeTypes = [",[155,4679,4305],{"class":1370},[155,4681,4682],{"class":179},"Planned",[155,4684,4305],{"class":1370},[155,4686,4318],{"class":179},[155,4688,4305],{"class":1370},[155,4690,4691],{"class":179},"Unplanned",[155,4693,4305],{"class":1370},[155,4695,4470],{"class":179},[155,4697,1371],{"class":1370},[155,4699,4700],{"class":179},"    const plannedDowntimeReasons = [",[155,4702,1371],{"class":1370},[155,4704,4299],{"class":1370},[155,4706,4707],{"class":179},"Scheduled Maintenance",[155,4709,4305],{"class":1370},[155,4711,4318],{"class":179},[155,4713,4305],{"class":1370},[155,4715,4716],{"class":179},"Equipment Upgrades",[155,4718,4305],{"class":1370},[155,4720,4318],{"class":179},[155,4722,4305],{"class":1370},[155,4724,4725],{"class":179},"Shift Changeover",[155,4727,4305],{"class":1370},[155,4729,185],{"class":179},[155,4731,1371],{"class":1370},[155,4733,4299],{"class":1370},[155,4735,4736],{"class":179},"Tool Changeover",[155,4738,4305],{"class":1370},[155,4740,4318],{"class":179},[155,4742,4305],{"class":1370},[155,4744,4745],{"class":179},"Calibration and Quality Checks",[155,4747,4305],{"class":1370},[155,4749,4318],{"class":179},[155,4751,4305],{"class":1370},[155,4753,4754],{"class":179},"Cleaning and Sanitation",[155,4756,4305],{"class":1370},[155,4758,4318],{"class":179},[155,4760,4305],{"class":1370},[155,4762,4763],{"class":179},"Planned Power Outage",[155,4765,4532],{"class":1370},[155,4767,4768],{"class":179},"    ];",[155,4770,1371],{"class":1370},[155,4772,4773],{"class":179},"    const unplannedDowntimeReasons = [",[155,4775,1371],{"class":1370},[155,4777,4299],{"class":1370},[155,4779,4780],{"class":179},"Power Failure",[155,4782,4305],{"class":1370},[155,4784,4318],{"class":179},[155,4786,4305],{"class":1370},[155,4788,4789],{"class":179},"Material Shortage",[155,4791,4305],{"class":1370},[155,4793,4318],{"class":179},[155,4795,4305],{"class":1370},[155,4797,4798],{"class":179},"Technical Fault",[155,4800,4305],{"class":1370},[155,4802,4318],{"class":179},[155,4804,4305],{"class":1370},[155,4806,4807],{"class":179},"Operator Unavailable",[155,4809,4532],{"class":1370},[155,4811,4768],{"class":179},[155,4813,4439],{"class":1370},[155,4815,4816],{"class":179},"    const data = [];",[155,4818,1371],{"class":1370},[155,4820,4821],{"class":179},"    const downtimeData = [];",[155,4823,1371],{"class":1370},[155,4825,4826],{"class":179},"    const now = new Date();",[155,4828,4439],{"class":1370},[155,4830,4831],{"class":179},"    const normalizeTimestamp = (timestamp) => timestamp.toISOString().split(",[155,4833,4305],{"class":1370},[155,4835,4836],{"class":179},"T",[155,4838,4305],{"class":1370},[155,4840,4841],{"class":179},").join(",[155,4843,4305],{"class":1370},[155,4845,4846],{"class":1370}," \\\"",[155,4848,4849],{"class":179},").slice(0, 19);",[155,4851,4439],{"class":1370},[155,4853,4854],{"class":179},"    for (let i = 0; i \u003C 30; i++) {",[155,4856,1371],{"class":1370},[155,4858,4859],{"class":179},"        const date = new Date();",[155,4861,1371],{"class":1370},[155,4863,4864],{"class":179},"        date.setDate(now.getDate() - i);",[155,4866,1371],{"class":1370},[155,4868,4869],{"class":179},"        const formattedDate = date.toISOString().split(",[155,4871,4305],{"class":1370},[155,4873,4836],{"class":179},[155,4875,4305],{"class":1370},[155,4877,4878],{"class":179},")[0];",[155,4880,4439],{"class":1370},[155,4882,4883],{"class":179},"        shifts.forEach(shift => {",[155,4885,1371],{"class":1370},[155,4887,4888],{"class":179},"            const shiftStart = shiftStartTimes[shift];",[155,4890,1371],{"class":1370},[155,4892,4893],{"class":179},"            const shiftTimestamp = new Date(`${formattedDate}T${shiftStart}`);",[155,4895,4439],{"class":1370},[155,4897,4898],{"class":179},"            Object.entries(areas).forEach(([area, machines]) => {",[155,4900,1371],{"class":1370},[155,4902,4903],{"class":179},"                machines.forEach((_, index) => {",[155,4905,1371],{"class":1370},[155,4907,4908],{"class":179},"                    const randomCode = uniqueShortCodes[area][Math.floor(Math.random() * uniqueShortCodes[area].length)];",[155,4910,1371],{"class":1370},[155,4912,4913],{"class":179},"                    const uniqueID = Math.floor(10000 + Math.random() * 90000);",[155,4915,1371],{"class":1370},[155,4917,4918],{"class":179},"                    const shortMachineName = `${randomCode}-${uniqueID}`;",[155,4920,4439],{"class":1370},[155,4922,4923],{"class":179},"                    const shiftDuration = 8;",[155,4925,1371],{"class":1370},[155,4927,4928],{"class":179},"                    let totalDowntimeMinutes = 0;",[155,4930,1371],{"class":1370},[155,4932,4933],{"class":179},"                    let downtimeEvents = [];",[155,4935,4439],{"class":1370},[155,4937,4938],{"class":179},"                    \u002F\u002F Increase downtime frequency (up to 4 events per shift)",[155,4940,1371],{"class":1370},[155,4942,4943],{"class":179},"                    const numDowntimes = Math.floor(Math.random() * 4) + 1;",[155,4945,4439],{"class":1370},[155,4947,4948],{"class":179},"                    for (let d = 0; d \u003C numDowntimes; d++) {",[155,4950,1371],{"class":1370},[155,4952,4953],{"class":179},"                        if (Math.random() \u003C 0.75) {  \u002F\u002F Increase probability of downtime",[155,4955,1371],{"class":1370},[155,4957,4958],{"class":179},"                            let downtimeMinutes = Math.floor(5 + Math.random() * 10); \u002F\u002F Shorter downtimes (5-15 mins)",[155,4960,1371],{"class":1370},[155,4962,4963],{"class":179},"                            totalDowntimeMinutes += downtimeMinutes;",[155,4965,4439],{"class":1370},[155,4967,4968],{"class":179},"                            const downtimeStartMinutes = Math.floor(Math.random() * (shiftDuration * 60 - downtimeMinutes));",[155,4970,1371],{"class":1370},[155,4972,4973],{"class":179},"                            const downtimeStart = new Date(shiftTimestamp);",[155,4975,1371],{"class":1370},[155,4977,4978],{"class":179},"                            downtimeStart.setMinutes(downtimeStart.getMinutes() + downtimeStartMinutes);",[155,4980,4439],{"class":1370},[155,4982,4983],{"class":179},"                            const downtimeEnd = new Date(downtimeStart);",[155,4985,1371],{"class":1370},[155,4987,4988],{"class":179},"                            downtimeEnd.setMinutes(downtimeEnd.getMinutes() + downtimeMinutes);",[155,4990,4439],{"class":1370},[155,4992,4993],{"class":179},"                            const downtimeType = downtimeTypes[Math.floor(Math.random() * downtimeTypes.length)];",[155,4995,1371],{"class":1370},[155,4997,4998],{"class":179},"                            const downtimeReason = downtimeType === ",[155,5000,4305],{"class":1370},[155,5002,4682],{"class":179},[155,5004,4532],{"class":1370},[155,5006,5007],{"class":179},"                                ? plannedDowntimeReasons[Math.floor(Math.random() * plannedDowntimeReasons.length)]",[155,5009,1371],{"class":1370},[155,5011,5012],{"class":179},"                                : unplannedDowntimeReasons[Math.floor(Math.random() * unplannedDowntimeReasons.length)];",[155,5014,4439],{"class":1370},[155,5016,5017],{"class":179},"                            downtimeEvents.push({",[155,5019,1371],{"class":1370},[155,5021,5022],{"class":179},"                                timestamp: normalizeTimestamp(shiftTimestamp),",[155,5024,1371],{"class":1370},[155,5026,5027],{"class":179},"                                area,",[155,5029,1371],{"class":1370},[155,5031,5032],{"class":179},"                                machine_name: shortMachineName,",[155,5034,1371],{"class":1370},[155,5036,5037],{"class":179},"                                shift,",[155,5039,1371],{"class":1370},[155,5041,5042],{"class":179},"                                downtime_start: normalizeTimestamp(downtimeStart),",[155,5044,1371],{"class":1370},[155,5046,5047],{"class":179},"                                downtime_end: normalizeTimestamp(downtimeEnd),",[155,5049,1371],{"class":1370},[155,5051,5052],{"class":179},"                                downtime_duration_minutes: downtimeMinutes,",[155,5054,1371],{"class":1370},[155,5056,5057],{"class":179},"                                downtime_reason: downtimeReason,",[155,5059,1371],{"class":1370},[155,5061,5062],{"class":179},"                                downtime_type: downtimeType,",[155,5064,1371],{"class":1370},[155,5066,5067],{"class":179},"                                line: `Line-${index + 1}`",[155,5069,1371],{"class":1370},[155,5071,5072],{"class":179},"                            });",[155,5074,1371],{"class":1370},[155,5076,5077],{"class":179},"                        }",[155,5079,1371],{"class":1370},[155,5081,5082],{"class":179},"                    }",[155,5084,4439],{"class":1370},[155,5086,5087],{"class":179},"                    const operatingTime = (shiftDuration * 60 - totalDowntimeMinutes) * 60;",[155,5089,1371],{"class":1370},[155,5091,5092],{"class":179},"                    let efficiency = Math.random() * 0.2 + 0.75;",[155,5094,1371],{"class":1370},[155,5096,5097],{"class":179},"                    let targetOutput = Math.floor(operatingTime \u002F 3) || 1;",[155,5099,1371],{"class":1370},[155,5101,5102],{"class":179},"                    let totalProduced = Math.floor(targetOutput * efficiency);",[155,5104,1371],{"class":1370},[155,5106,5107],{"class":179},"                    totalProduced = Math.min(totalProduced, targetOutput);",[155,5109,4439],{"class":1370},[155,5111,5112],{"class":179},"                    const defectRate = Math.random() * 0.02 + 0.01;",[155,5114,1371],{"class":1370},[155,5116,5117],{"class":179},"                    const defectUnits = Math.floor(totalProduced * defectRate);",[155,5119,1371],{"class":1370},[155,5121,5122],{"class":179},"                    const goodUnits = totalProduced - defectUnits;",[155,5124,4439],{"class":1370},[155,5126,5127],{"class":179},"                    data.push({",[155,5129,1371],{"class":1370},[155,5131,5132],{"class":179},"                        timestamp: normalizeTimestamp(shiftTimestamp),",[155,5134,1371],{"class":1370},[155,5136,5137],{"class":179},"                        area,",[155,5139,1371],{"class":1370},[155,5141,5142],{"class":179},"                        machine_name: shortMachineName,",[155,5144,1371],{"class":1370},[155,5146,5147],{"class":179},"                        shift,",[155,5149,1371],{"class":1370},[155,5151,5152],{"class":179},"                        shift_duration: shiftDuration,",[155,5154,1371],{"class":1370},[155,5156,5157],{"class":179},"                        operating_time: operatingTime - totalDowntimeMinutes * 60,",[155,5159,1371],{"class":1370},[155,5161,5162],{"class":179},"                        good_units: goodUnits,",[155,5164,1371],{"class":1370},[155,5166,5167],{"class":179},"                        defect_units: defectUnits,",[155,5169,1371],{"class":1370},[155,5171,5172],{"class":179},"                        total_produced_units: totalProduced,",[155,5174,1371],{"class":1370},[155,5176,5177],{"class":179},"                        target_output: targetOutput,",[155,5179,1371],{"class":1370},[155,5181,5182],{"class":179},"                        line: `Line-${index + 1}`",[155,5184,1371],{"class":1370},[155,5186,5187],{"class":179},"                    });",[155,5189,4439],{"class":1370},[155,5191,5192],{"class":179},"                    downtimeData.push(...downtimeEvents);",[155,5194,1371],{"class":1370},[155,5196,5197],{"class":179},"                });",[155,5199,1371],{"class":1370},[155,5201,5202],{"class":179},"            });",[155,5204,1371],{"class":1370},[155,5206,5207],{"class":179},"        });",[155,5209,1371],{"class":1370},[155,5211,5212],{"class":179},"    }",[155,5214,4439],{"class":1370},[155,5216,5217],{"class":179},"    return [",[155,5219,1371],{"class":1370},[155,5221,5222],{"class":179},"        { payload: data },",[155,5224,1371],{"class":1370},[155,5226,5227],{"class":179},"        { payload: downtimeData }",[155,5229,1371],{"class":1370},[155,5231,4768],{"class":179},[155,5233,1371],{"class":1370},[155,5235,5236],{"class":179},"}",[155,5238,4439],{"class":1370},[155,5240,5241],{"class":179},"const productionDataSet = generateProductionData();",[155,5243,4439],{"class":1370},[155,5245,5246],{"class":179},"return [",[155,5248,1371],{"class":1370},[155,5250,5251],{"class":179},"    { payload: productionDataSet[0].payload },",[155,5253,1371],{"class":1370},[155,5255,5256],{"class":179},"    { payload: productionDataSet[1].payload }",[155,5258,1371],{"class":1370},[155,5260,4470],{"class":179},[155,5262,1371],{"class":1370},[155,5264,165],{"class":161},[155,5266,185],{"class":161},[155,5268,165],{"class":161},[155,5270,5271],{"class":168},"outputs",[155,5273,165],{"class":161},[155,5275,174],{"class":161},[155,5277,5278],{"class":530},"2",[155,5280,185],{"class":161},[155,5282,165],{"class":161},[155,5284,5285],{"class":168},"timeout",[155,5287,165],{"class":161},[155,5289,174],{"class":161},[155,5291,5292],{"class":530},"0",[155,5294,185],{"class":161},[155,5296,165],{"class":161},[155,5298,5299],{"class":168},"noerr",[155,5301,165],{"class":161},[155,5303,174],{"class":161},[155,5305,5292],{"class":530},[155,5307,185],{"class":161},[155,5309,165],{"class":161},[155,5311,5312],{"class":168},"initialize",[155,5314,165],{"class":161},[155,5316,174],{"class":161},[155,5318,243],{"class":161},[155,5320,185],{"class":161},[155,5322,165],{"class":161},[155,5324,5325],{"class":168},"finalize",[155,5327,165],{"class":161},[155,5329,174],{"class":161},[155,5331,243],{"class":161},[155,5333,185],{"class":161},[155,5335,165],{"class":161},[155,5337,5338],{"class":168},"libs",[155,5340,165],{"class":161},[155,5342,5343],{"class":161},":[],",[155,5345,165],{"class":161},[155,5347,523],{"class":168},[155,5349,165],{"class":161},[155,5351,174],{"class":161},[155,5353,5354],{"class":530},"690",[155,5356,185],{"class":161},[155,5358,165],{"class":161},[155,5360,538],{"class":168},[155,5362,165],{"class":161},[155,5364,174],{"class":161},[155,5366,4175],{"class":530},[155,5368,185],{"class":161},[155,5370,165],{"class":161},[155,5372,1499],{"class":168},[155,5374,165],{"class":161},[155,5376,1504],{"class":161},[155,5378,165],{"class":161},[155,5380,795],{"class":179},[155,5382,165],{"class":161},[155,5384,5385],{"class":161},"],[",[155,5387,165],{"class":161},[155,5389,840],{"class":179},[155,5391,165],{"class":161},[155,5393,1513],{"class":161},[155,5395,165],{"class":161},[155,5397,169],{"class":168},[155,5399,165],{"class":161},[155,5401,174],{"class":161},[155,5403,165],{"class":161},[155,5405,795],{"class":179},[155,5407,165],{"class":161},[155,5409,185],{"class":161},[155,5411,165],{"class":161},[155,5413,190],{"class":168},[155,5415,165],{"class":161},[155,5417,174],{"class":161},[155,5419,165],{"class":161},[155,5421,5422],{"class":179},"split",[155,5424,165],{"class":161},[155,5426,185],{"class":161},[155,5428,165],{"class":161},[155,5430,294],{"class":168},[155,5432,165],{"class":161},[155,5434,174],{"class":161},[155,5436,165],{"class":161},[155,5438,180],{"class":179},[155,5440,165],{"class":161},[155,5442,185],{"class":161},[155,5444,165],{"class":161},[155,5446,1252],{"class":168},[155,5448,165],{"class":161},[155,5450,174],{"class":161},[155,5452,165],{"class":161},[155,5454,589],{"class":179},[155,5456,165],{"class":161},[155,5458,185],{"class":161},[155,5460,165],{"class":161},[155,5462,1269],{"class":168},[155,5464,165],{"class":161},[155,5466,174],{"class":161},[155,5468,243],{"class":161},[155,5470,185],{"class":161},[155,5472,165],{"class":161},[155,5474,5475],{"class":168},"splt",[155,5477,165],{"class":161},[155,5479,174],{"class":161},[155,5481,165],{"class":161},[155,5483,5484],{"class":1370},"\\\\",[155,5486,5487],{"class":179},"n",[155,5489,165],{"class":161},[155,5491,185],{"class":161},[155,5493,165],{"class":161},[155,5495,5496],{"class":168},"spltType",[155,5498,165],{"class":161},[155,5500,174],{"class":161},[155,5502,165],{"class":161},[155,5504,1464],{"class":179},[155,5506,165],{"class":161},[155,5508,185],{"class":161},[155,5510,165],{"class":161},[155,5512,5513],{"class":168},"arraySplt",[155,5515,165],{"class":161},[155,5517,174],{"class":161},[155,5519,349],{"class":530},[155,5521,185],{"class":161},[155,5523,165],{"class":161},[155,5525,5526],{"class":168},"arraySpltType",[155,5528,165],{"class":161},[155,5530,174],{"class":161},[155,5532,165],{"class":161},[155,5534,5535],{"class":179},"len",[155,5537,165],{"class":161},[155,5539,185],{"class":161},[155,5541,165],{"class":161},[155,5543,5544],{"class":168},"stream",[155,5546,165],{"class":161},[155,5548,231],{"class":161},[155,5550,165],{"class":161},[155,5552,5553],{"class":168},"addname",[155,5555,165],{"class":161},[155,5557,174],{"class":161},[155,5559,243],{"class":161},[155,5561,185],{"class":161},[155,5563,165],{"class":161},[155,5565,523],{"class":168},[155,5567,165],{"class":161},[155,5569,174],{"class":161},[155,5571,5572],{"class":530},"1060",[155,5574,185],{"class":161},[155,5576,165],{"class":161},[155,5578,538],{"class":168},[155,5580,165],{"class":161},[155,5582,174],{"class":161},[155,5584,3052],{"class":530},[155,5586,185],{"class":161},[155,5588,165],{"class":161},[155,5590,1499],{"class":168},[155,5592,165],{"class":161},[155,5594,1504],{"class":161},[155,5596,165],{"class":161},[155,5598,804],{"class":179},[155,5600,165],{"class":161},[155,5602,1513],{"class":161},[155,5604,165],{"class":161},[155,5606,169],{"class":168},[155,5608,165],{"c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downtime data 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the provided flow for data generation.",[45,8589,8590,8591,8594],{},"Click the ",[86,8592,8593],{},"Deploy"," button to activate the flow.",[45,8596,8597,8598,8601,8602,68],{},"On deployment, it will create two SQLite tables: ",[152,8599,8600],{},"ProductionData"," and ",[152,8603,8604],{},"DowntimeData",[45,8606,8607,8608,8611,8612,68],{},"Find the ",[86,8609,8610],{},"Inject node"," labeled ",[8613,8614,8615],"em",{},"Click to generate and insert demo data",[45,8617,8618],{},"Click the inject node to trigger data generation.",[12,8620,8621],{},"The flow will generate data with the following fields:",[12,8623,8624,8629],{},[8625,8626],"img",{"alt":8627,"dataZoomable":150,"src":8628},"Demo Production and Downtime data object","\u002Fblog\u002F2025\u002F04\u002Fimages\u002Fdemo-data-props.png",[8613,8630,8627],{},[73,8632,8634],{"id":8633},"collecting-and-configuring-data","Collecting and Configuring Data",[12,8636,8637],{},"Once the simulated data is generated and stored in SQLite, the next step is to create a flow for configuration settings. These settings will be used across the entire flow, allowing the flow to be reused by simply modifying the settings. The configured data will then be collected for use in the OEE dashboard.",[8639,8640,8642],"h4",{"id":8641},"adding-flow-to-configure-settings","Adding flow to configure settings:",[42,8644,8645,8652,8658,8692,8705],{},[45,8646,8647,8648,8651],{},"Click on the ",[86,8649,8650],{},"\"+\""," to create a new flow.",[45,8653,8654,8655,68],{},"Name the newly created flow to ",[86,8656,8657],{},"OEE Dashboard for Line-1",[45,8659,8660,8661,8664,8665],{},"Drag a ",[86,8662,8663],{},"Change node"," onto the canvas, double-click it, and add the following elements:",[81,8666,8667,8677,8685],{},[45,8668,8669,8670,8673,8674],{},"Set ",[152,8671,8672],{},"flow.line"," to ",[152,8675,8676],{},"\"Line-1\"",[45,8678,8669,8679,8673,8682],{},[152,8680,8681],{},"flow.shift_duration",[152,8683,8684],{},"12",[45,8686,8669,8687,8673,8690],{},[152,8688,8689],{},"flow.shiftDuration24h",[152,8691,531],{},[45,8693,8694,8695,8697,8698,8701,8702,8704],{},"Drag an ",[86,8696,8610],{},", set it to trigger on deploy by enabling ",[86,8699,8700],{},"Inject once after X seconds"," (set delay to ",[152,8703,1698],{}," seconds).",[45,8706,8707,8708,8710],{},"Click ",[86,8709,8593],{}," to apply changes.",[12,8712,8713,8714,8717,8718,8721,8722,8725],{},"In this flow, we are configuring the production line based on the demo data, specifically for ",[86,8715,8716],{},"Line-1",", as we are building the OEE dashboard for this line. The settings define the shift duration for the last ",[86,8719,8720],{},"X"," hours used in OEE calculations and the total shift duration within a ",[86,8723,8724],{},"24-hour"," period.",[12,8727,8728,8732],{},[8625,8729],{"alt":8730,"dataZoomable":150,"src":8731},"Flow to set basic configuration settings that will be used across the OEE dashboard flow for calculations.","\u002Fblog\u002F2025\u002F04\u002Fimages\u002Fconfiguration-flow.png",[8613,8733,8730],{},[8639,8735,8737],{"id":8736},"retrieving-data-from-sqlite","Retrieving Data from SQLite:",[42,8739,8740,8745,8783,8812,8825,8828,8852,8863,8866],{},[45,8741,8694,8742,8744],{},[86,8743,8610],{}," and configure it to trigger at regular intervals.",[45,8746,8660,8747,8749,8750],{},[86,8748,8663],{}," and add following elements:",[81,8751,8752,8760,8768,8776],{},[45,8753,8669,8754,8673,8757],{},[152,8755,8756],{},"msg.params",[152,8758,8759],{},"{}",[45,8761,8669,8762,8673,8765],{},[152,8763,8764],{},"msg.params.$startTime",[152,8766,8767],{},"$moment($millis() - ($number($flowContext('shift_duration')) * 60 * 60 * 1000)).format('YYYY-MM-DD HH:mm:ss')",[45,8769,8669,8770,8673,8773],{},[152,8771,8772],{},"msg.params.$endTime",[152,8774,8775],{},"$moment($millis()).format('YYYY-MM-DD HH:mm:ss')",[45,8777,8669,8778,8673,8781],{},[152,8779,8780],{},"msg.params.$line",[152,8782,8672],{},[45,8784,8694,8785,8788,8789],{},[86,8786,8787],{},"SQLite node"," and insert the following query:",[145,8790,8793],{"className":8791,"code":8792,"language":1332,"meta":150,"style":150},"language-sql shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","SELECT timestamp, machine_name, area, line, total_produced_units, good_units, defect_units, target_output\nFROM ProductionData\nWHERE timestamp BETWEEN $startTime AND $endTime AND line = $line;\n",[152,8794,8795,8800,8806],{"__ignoreMap":150},[155,8796,8797],{"class":157,"line":158},[155,8798,8799],{},"SELECT timestamp, machine_name, area, line, total_produced_units, good_units, defect_units, target_output\n",[155,8801,8803],{"class":157,"line":8802},2,[155,8804,8805],{},"FROM ProductionData\n",[155,8807,8809],{"class":157,"line":8808},3,[155,8810,8811],{},"WHERE timestamp BETWEEN $startTime AND $endTime AND line = $line;\n",[45,8813,8814,8815],{},"Drag a Change node onto the canvas and set the following element to store the retrived production data result as new property:",[81,8816,8817],{},[45,8818,8669,8819,8673,8822],{},[152,8820,8821],{},"msg.payload",[152,8823,8824],{},"msg.productionData",[45,8826,8827],{},"Connect the Inject node’s output to the input of the Change node that sets parameters. Then, connect the Change node’s output to the input of the SQLite node that retrieves production data. Finally, connect the SQLite node’s output to the input of last change node we added.",[45,8829,8830,8831,8788,8833],{},"Drag another ",[86,8832,8787],{},[145,8834,8836],{"className":8791,"code":8835,"language":1332,"meta":150,"style":150},"SELECT timestamp, machine_name, downtime_start, downtime_duration_minutes, downtime_reason\nFROM DowntimeData\nWHERE timestamp BETWEEN $startTime AND $endTime AND line = $line;\n",[152,8837,8838,8843,8848],{"__ignoreMap":150},[155,8839,8840],{"class":157,"line":158},[155,8841,8842],{},"SELECT timestamp, machine_name, downtime_start, downtime_duration_minutes, downtime_reason\n",[155,8844,8845],{"class":157,"line":8802},[155,8846,8847],{},"FROM DowntimeData\n",[155,8849,8850],{"class":157,"line":8808},[155,8851,8811],{},[45,8853,8814,8854],{},[81,8855,8856],{},[45,8857,8669,8858,8673,8860],{},[152,8859,8821],{},[152,8861,8862],{},"msg.downtimeData",[45,8864,8865],{},"Connect the SQLite node’s output to the input of last change node we added.",[45,8867,8868],{},"Now, drag the Link Out node onto the canvas and connect it to the last Change node.",[12,8870,8871,8875],{},[8625,8872],{"alt":8873,"dataZoomable":150,"src":8874},"Flow that retrives the data from the sqlite table","\u002Fblog\u002F2025\u002F04\u002Fimages\u002Fsqlite-flow.png",[8613,8876,8873],{},[73,8878,8880],{"id":8879},"preparing-data-for-oee-calculations","Preparing Data for OEE Calculations",[12,8882,8883],{},"Now that we have a flow to retrieve production and downtime data, we can calculate key OEE metrics. The total number of good units, defective units, total produced units, target output, and downtime duration are summed across all production lines. Using these values, we can calculate availability, performance, and quality for the entire production system, which can then be used to calculate OEE.",[42,8885,8886,8896,8925,8945,8972,8995,9002,9025,9047,9054,9060,9081,9100],{},[45,8887,8888,8889,8892,8893,68],{},"Drag the ",[86,8890,8891],{},"link in node"," onto the canvas and connect it to the ",[86,8894,8895],{},"link out node",[45,8897,8898,8899,8902,8903,8906,8907],{},"Drag two ",[86,8900,8901],{},"Change nodes"," onto the canvas and connect them to the ",[86,8904,8905],{},"Link In"," node.",[81,8908,8909,8917],{},[45,8910,8911,8912,8673,8914,68],{},"In the first Change node, set ",[152,8913,8821],{},[152,8915,8916],{},"production_data",[45,8918,8919,8920,8673,8922,68],{},"In the second Change node, set ",[152,8921,8821],{},[152,8923,8924],{},"downtime_data",[45,8926,8660,8927,8930,8931,8933,8934,8936,8937,8939,8940,8942,8943,68],{},[86,8928,8929],{},"Split node"," onto the canvas and connect it to the first ",[86,8932,8663],{},", the one setting ",[152,8935,8916],{},". Configure the ",[86,8938,8929],{}," so that ",[152,8941,8821],{}," is assigned to ",[152,8944,8916],{},[45,8946,8947,8948,8902,8951,8953,8954,8957,8958],{},"Drag three ",[86,8949,8950],{},"Join nodes",[86,8952,8929],{}," to sum individual data points. Configure each ",[86,8955,8956],{},"Join node"," with the following settings:",[81,8959,8960,8963,8966],{},[45,8961,8962],{},"Mode: Reduce Sequence",[45,8964,8965],{},"Initial Value: 0",[45,8967,8968,8969],{},"Fix-up Expression: ",[152,8970,8971],{},"$A",[45,8973,8974,8975],{},"Set the reduce expressions as follows:",[81,8976,8977,8983,8989],{},[45,8978,8979,8980],{},"First Join Node: ",[152,8981,8982],{},"$A + msg.payload.total_produced_units",[45,8984,8985,8986],{},"Second Join Node: ",[152,8987,8988],{},"$A + msg.payload.good_units",[45,8990,8991,8992],{},"Third Join Node: ",[152,8993,8994],{},"$A + msg.payload.target_output",[45,8996,8947,8997,8999,9000,68],{},[86,8998,8901],{}," onto the canvas and connect each to a ",[86,9001,8956],{},[45,9003,9004,9005,9007,9008],{},"Configure these ",[86,9006,8901],{}," to store the summed values using the following variables to flow context:",[81,9009,9010,9015,9020],{},[45,9011,9012],{},[152,9013,9014],{},"total_produced_units",[45,9016,9017],{},[152,9018,9019],{},"total_good_units",[45,9021,9022],{},[152,9023,9024],{},"total_target_output",[45,9026,8660,9027,8892,9030,9032,9033,9035,9036,9038,9039],{},[86,9028,9029],{},"Switch node",[86,9031,8663],{}," that sets the retrieved downtime data to ",[152,9034,8821],{},", for switch node set the Property to ",[152,9037,8821],{}," and add the following conditions:",[81,9040,9041,9044],{},[45,9042,9043],{},"is not empty.",[45,9045,9046],{},"Otherwise.",[45,9048,8660,9049,9051,9052,68],{},[86,9050,8929],{}," onto the canvas and connect it to the first output of the ",[86,9053,9029],{},[45,9055,8660,9056,8892,9058,68],{},[86,9057,8956],{},[86,9059,8929],{},[45,9061,9062,9063,8957,9065],{},"Configure the ",[86,9064,8956],{},[81,9066,9067,9069,9071,9075],{},[45,9068,8962],{},[45,9070,8965],{},[45,9072,8968,9073],{},[152,9074,8971],{},[45,9076,9077,9078],{},"Reduce Expression: ",[152,9079,9080],{},"$A + payload.downtime_duration_minutes",[45,9082,8660,9083,8892,9085,9087,9088,9090,9091],{},[86,9084,8663],{},[86,9086,8956],{},", Configure this ",[86,9089,8663],{}," to store the total downtime duration in the flow context with following element:",[81,9092,9093],{},[45,9094,8669,9095,8673,9098],{},[152,9096,9097],{},"flow.total_downtime",[152,9099,8821],{},[45,9101,9102],{},"Drag another Change node onto the canvas and connect it to the second output of the Switch node, Set this Change node to store 0 in the flow context for total_downtime with following element:",[81,9104,9105],{},[45,9106,8669,9107,9109],{},[152,9108,9097],{}," to 0",[42,9111,9113],{"start":9112},14,[45,9114,8660,9115,9118],{},[86,9116,9117],{},"Link Out"," node onto the canvas and connect it to any of the Change nodes that store the summed metrics in the flow context.",[12,9120,9121,9125],{},[8625,9122],{"alt":9123,"dataZoomable":150,"src":9124},"Flow to prepare the data necessary to calculate OEE and all its three components.","\u002Fblog\u002F2025\u002F04\u002Fimages\u002Fpreparing-data-flow.png",[8613,9126,9123],{},[73,9128,9130],{"id":9129},"calculating-oee-and-key-metrics","Calculating OEE and Key Metrics",[12,9132,9133],{},"Now that we have all the necessary pieces, we can calculate the key metrics for OEE: Availability, Performance, and Quality and later OEE.",[42,9135,9136,9141,9347,9355,9364],{},[45,9137,8660,9138,68],{},[86,9139,9140],{},"Link In node",[45,9142,8660,9143,9145,9146,9208],{},[86,9144,8663],{}," and add element as following:",[81,9147,9148,9157,9165,9173,9181,9189,9196,9203],{},[45,9149,8669,9150,8673,9153,9156],{},[152,9151,9152],{},"msg.quality",[152,9154,9155],{},"($flowContext('total_good_units') \u002F $flowContext('total_produced_units')) * 100"," as JSONata expression.",[45,9158,8669,9159,8673,9162,9156],{},[152,9160,9161],{},"msg.availability",[152,9163,9164],{},"(($flowContext('shift_duration') - $flowContext('total_downtime')) \u002F $flowContext('shift_duration')) * 100",[45,9166,8669,9167,8673,9170,9156],{},[152,9168,9169],{},"msg.performance",[152,9171,9172],{},"($flowContext('total_produced_units') \u002F $flowContext('target_output')) * 100",[45,9174,8669,9175,8673,9178,9156],{},[152,9176,9177],{},"msg.oee",[152,9179,9180],{},"$round(((msg.availability \u002F 100) * (msg.performance \u002F 100) * (msg.quality \u002F 100)) * 100, 2)",[45,9182,8669,9183,9185,9186],{},[152,9184,9152],{},"to ",[152,9187,9188],{},"$round(msg.quality, 2)",[45,9190,8669,9191,8673,9193],{},[152,9192,9161],{},[152,9194,9195],{},"$round(msg.availability, 2)",[45,9197,8669,9198,8673,9200],{},[152,9199,9169],{},[152,9201,9202],{},"$round(msg.performance, 2)",[45,9204,8669,9205,9207],{},[152,9206,8824],{}," to JSONata expression:",[145,9209,9211],{"className":147,"code":9210,"language":149,"meta":150,"style":150},"[\n{\n    \"reason\": \"Total Good Units Produced\",\n    \"units\": $flowContext(\"total_good_units\")\n  },\n  {\n    \"series\": \"Total Defective Units Produced\",\n    \"units\": $number($flowContext(\"total_produced_units\")) - $number($flowContext(\"total_good_units\"))\n  }\n]\n",[152,9212,9213,9218,9223,9246,9270,9276,9282,9303,9335,9341],{"__ignoreMap":150},[155,9214,9215],{"class":157,"line":158},[155,9216,9217],{"class":161},"[\n",[155,9219,9220],{"class":157,"line":8802},[155,9221,9222],{"class":161},"{\n",[155,9224,9225,9228,9231,9233,9235,9238,9241,9243],{"class":157,"line":8808},[155,9226,9227],{"class":161},"    \"",[155,9229,9230],{"class":168},"reason",[155,9232,165],{"class":161},[155,9234,174],{"class":161},[155,9236,9237],{"class":161}," \"",[155,9239,9240],{"class":179},"Total Good Units Produced",[155,9242,165],{"class":161},[155,9244,9245],{"class":161},",\n",[155,9247,9249,9251,9254,9256,9258,9261,9263,9265,9267],{"class":157,"line":9248},4,[155,9250,9227],{"class":161},[155,9252,9253],{"class":168},"units",[155,9255,165],{"class":161},[155,9257,174],{"class":161},[155,9259,9260],{"class":1370}," $flowContext(",[155,9262,165],{"class":161},[155,9264,9019],{"class":179},[155,9266,165],{"class":161},[155,9268,9269],{"class":1370},")\n",[155,9271,9273],{"class":157,"line":9272},5,[155,9274,9275],{"class":161},"  },\n",[155,9277,9279],{"class":157,"line":9278},6,[155,9280,9281],{"class":161},"  {\n",[155,9283,9285,9287,9290,9292,9294,9296,9299,9301],{"class":157,"line":9284},7,[155,9286,9227],{"class":161},[155,9288,9289],{"class":168},"series",[155,9291,165],{"class":161},[155,9293,174],{"class":161},[155,9295,9237],{"class":161},[155,9297,9298],{"class":179},"Total Defective Units Produced",[155,9300,165],{"class":161},[155,9302,9245],{"class":161},[155,9304,9306,9308,9310,9312,9314,9317,9319,9321,9323,9326,9328,9330,9332],{"class":157,"line":9305},8,[155,9307,9227],{"class":161},[155,9309,9253],{"class":168},[155,9311,165],{"class":161},[155,9313,174],{"class":161},[155,9315,9316],{"class":1370}," $number($flowContext(",[155,9318,165],{"class":161},[155,9320,9014],{"class":179},[155,9322,165],{"class":161},[155,9324,9325],{"class":1370},")) - $number($flowContext(",[155,9327,165],{"class":161},[155,9329,9019],{"class":179},[155,9331,165],{"class":161},[155,9333,9334],{"class":1370},"))\n",[155,9336,9338],{"class":157,"line":9337},9,[155,9339,9340],{"class":161},"  }\n",[155,9342,9344],{"class":157,"line":9343},10,[155,9345,9346],{"class":161},"]\n",[45,9348,8660,9349,9352,9353,68],{},[86,9350,9351],{},"Link Out node"," and connect it to the ",[86,9354,8663],{},[45,9356,9357,9358,9360,9361,9363],{},"Drag a separate ",[86,9359,8905],{}," node for visualization and keep it in a separate flow. This will be the ",[86,9362,8905],{}," node where all the calculated final data for visualization will be stored.",[45,9365,9366,9367,9370,9371,8906],{},"Connect ",[86,9368,9369],{},"link out"," node to this ",[86,9372,9373],{},"link in",[12,9375,9376,9380],{},[8625,9377],{"alt":9378,"dataZoomable":150,"src":9379},"Flow that calculates availability, quality, performance, and OEE, and also prepares production data for visualization.","\u002Fblog\u002F2025\u002F04\u002Fimages\u002Fcalculate-oee-and-key-metrics.png",[8613,9381,9378],{},[73,9383,9385],{"id":9384},"detailed-breakdown-of-oee-data","Detailed Breakdown of OEE Data",[12,9387,9388],{},"We have calculated the OEE and other key metrics. However, as discussed in the planning section of our previous article, we will also visualize recent downtime events, a downtime summary, the top underperforming machines (OEE-wise), and the OEE trend over the last 30 days on the dashboard.",[12,9390,9391],{},"Let’s do that.",[42,9393,9394,9403],{},[45,9395,8888,9396,8892,9398,9400,9401,68],{},[86,9397,8891],{},[86,9399,8895],{}," that is part of the SQLite flow, which is also connected to the change node that sets the retrieved downtime result to ",[152,9402,8821],{},[45,9404,8660,9405,9408,9409,68],{},[86,9406,9407],{},"change node"," onto the canvas and set the following element: ",[152,9410,9411],{},"Set msg.downtime_data to msg.payload",[8639,9413,9415],{"id":9414},"downtime-summary","Downtime Summary",[42,9417,9418],{},[45,9419,8660,9420,9423],{},[86,9421,9422],{},"function node"," onto the canvas and add the following JavaScript to calculate the downtime summary:",[145,9425,9429],{"className":9426,"code":9427,"language":9428,"meta":150,"style":150},"language-javascript shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","function calculateDowntimeByReason(downtimeData) {\n   if (!Array.isArray(downtimeData) || downtimeData.length === 0) {\n       return []; f\n   }\n   const summary = {};\n   downtimeData.forEach(({ downtime_reason, downtime_duration_minutes }) => {\n       summary[downtime_reason] = (summary[downtime_reason] || 0) + downtime_duration_minutes;\n   });\n   return Object.entries(summary).map(([reason, duration]) => ({\n       downtime_reason: reason,\n       downtime_duration_minutes: duration\n   }));\n}\nmsg.payload = calculateDowntimeByReason(msg.payload) || [];\nreturn msg;\n","javascript",[152,9430,9431,9452,9500,9514,9519,9533,9564,9606,9615,9660,9672,9683,9693,9699,9726],{"__ignoreMap":150},[155,9432,9433,9435,9439,9442,9446,9449],{"class":157,"line":158},[155,9434,4222],{"class":168},[155,9436,9438],{"class":9437},"s2Zo4"," calculateDowntimeByReason",[155,9440,9441],{"class":161},"(",[155,9443,9445],{"class":9444},"sHdIc","downtimeData",[155,9447,9448],{"class":161},")",[155,9450,9451],{"class":161}," {\n",[155,9453,9454,9458,9462,9465,9468,9470,9473,9475,9477,9479,9482,9485,9487,9490,9493,9496,9498],{"class":157,"line":8802},[155,9455,9457],{"class":9456},"s7zQu","   if",[155,9459,9461],{"class":9460},"swJcz"," (",[155,9463,9464],{"class":161},"!",[155,9466,9467],{"class":1370},"Array",[155,9469,68],{"class":161},[155,9471,9472],{"class":9437},"isArray",[155,9474,9441],{"class":9460},[155,9476,9445],{"class":1370},[155,9478,2932],{"class":9460},[155,9480,9481],{"class":161},"||",[155,9483,9484],{"class":1370}," downtimeData",[155,9486,68],{"class":161},[155,9488,9489],{"class":1370},"length",[155,9491,9492],{"class":161}," ===",[155,9494,9495],{"class":530}," 0",[155,9497,2932],{"class":9460},[155,9499,9222],{"class":161},[155,9501,9502,9505,9508,9511],{"class":157,"line":8808},[155,9503,9504],{"class":9456},"       return",[155,9506,9507],{"class":9460}," []",[155,9509,9510],{"class":161},";",[155,9512,9513],{"class":1370}," f\n",[155,9515,9516],{"class":157,"line":9248},[155,9517,9518],{"class":161},"   }\n",[155,9520,9521,9524,9527,9530],{"class":157,"line":9272},[155,9522,9523],{"class":168},"   const",[155,9525,9526],{"class":1370}," summary",[155,9528,9529],{"class":161}," =",[155,9531,9532],{"class":161}," {};\n",[155,9534,9535,9538,9540,9543,9545,9548,9551,9553,9556,9559,9562],{"class":157,"line":9278},[155,9536,9537],{"class":1370},"   downtimeData",[155,9539,68],{"class":161},[155,9541,9542],{"class":9437},"forEach",[155,9544,9441],{"class":9460},[155,9546,9547],{"class":161},"({",[155,9549,9550],{"class":9444}," downtime_reason",[155,9552,185],{"class":161},[155,9554,9555],{"class":9444}," downtime_duration_minutes",[155,9557,9558],{"class":161}," })",[155,9560,9561],{"class":168}," =>",[155,9563,9451],{"class":161},[155,9565,9566,9569,9572,9575,9578,9581,9583,9586,9588,9590,9592,9594,9596,9598,9601,9603],{"class":157,"line":9284},[155,9567,9568],{"class":1370},"       summary",[155,9570,9571],{"class":9460},"[",[155,9573,9574],{"class":1370},"downtime_reason",[155,9576,9577],{"class":9460},"] ",[155,9579,9580],{"class":161},"=",[155,9582,9461],{"class":9460},[155,9584,9585],{"class":1370},"summary",[155,9587,9571],{"class":9460},[155,9589,9574],{"class":1370},[155,9591,9577],{"class":9460},[155,9593,9481],{"class":161},[155,9595,9495],{"class":530},[155,9597,2932],{"class":9460},[155,9599,9600],{"class":161},"+",[155,9602,9555],{"class":1370},[155,9604,9605],{"class":161},";\n",[155,9607,9608,9611,9613],{"class":157,"line":9305},[155,9609,9610],{"class":161},"   }",[155,9612,9448],{"class":9460},[155,9614,9605],{"class":161},[155,9616,9617,9620,9623,9625,9628,9630,9632,9634,9636,9639,9641,9644,9646,9648,9651,9654,9656,9658],{"class":157,"line":9337},[155,9618,9619],{"class":9456},"   return",[155,9621,9622],{"class":1370}," Object",[155,9624,68],{"class":161},[155,9626,9627],{"class":9437},"entries",[155,9629,9441],{"class":9460},[155,9631,9585],{"class":1370},[155,9633,9448],{"class":9460},[155,9635,68],{"class":161},[155,9637,9638],{"class":9437},"map",[155,9640,9441],{"class":9460},[155,9642,9643],{"class":161},"([",[155,9645,9230],{"class":9444},[155,9647,185],{"class":161},[155,9649,9650],{"class":9444}," duration",[155,9652,9653],{"class":161},"])",[155,9655,9561],{"class":168},[155,9657,9461],{"class":9460},[155,9659,9222],{"class":161},[155,9661,9662,9665,9667,9670],{"class":157,"line":9343},[155,9663,9664],{"class":9460},"       downtime_reason",[155,9666,174],{"class":161},[155,9668,9669],{"class":1370}," reason",[155,9671,9245],{"class":161},[155,9673,9675,9678,9680],{"class":157,"line":9674},11,[155,9676,9677],{"class":9460},"       downtime_duration_minutes",[155,9679,174],{"class":161},[155,9681,9682],{"class":1370}," duration\n",[155,9684,9686,9688,9691],{"class":157,"line":9685},12,[155,9687,9610],{"class":161},[155,9689,9690],{"class":9460},"))",[155,9692,9605],{"class":161},[155,9694,9696],{"class":157,"line":9695},13,[155,9697,9698],{"class":161},"}\n",[155,9700,9701,9703,9705,9708,9710,9712,9715,9717,9720,9722,9724],{"class":157,"line":9112},[155,9702,1314],{"class":1370},[155,9704,68],{"class":161},[155,9706,9707],{"class":1370},"payload ",[155,9709,9580],{"class":161},[155,9711,9438],{"class":9437},[155,9713,9714],{"class":1370},"(msg",[155,9716,68],{"class":161},[155,9718,9719],{"class":1370},"payload) ",[155,9721,9481],{"class":161},[155,9723,9507],{"class":1370},[155,9725,9605],{"class":161},[155,9727,9729,9732,9735],{"class":157,"line":9728},15,[155,9730,9731],{"class":9456},"return",[155,9733,9734],{"class":1370}," msg",[155,9736,9605],{"class":161},[42,9738,9739,9753,9763],{"start":8802},[45,9740,8660,9741,9743,9744],{},[86,9742,9407],{}," onto the canvas and set:",[81,9745,9746],{},[45,9747,8669,9748,8673,9750,68],{},[152,9749,8821],{},[152,9751,9752],{},"msg.downtimeSummary",[45,9754,8660,9755,9757,9758,8673,9761,68],{},[86,9756,9369],{}," node and connect it to the change node that sets ",[152,9759,9760],{},"msg.downtime_data",[152,9762,8821],{},[45,9764,9765,9766,9768,9769,9771],{},"Connect this ",[86,9767,8895],{}," to the ",[86,9770,8891],{}," that we added earlier to receive all the calculated metrics for visualization.",[8639,9773,9775],{"id":9774},"recent-downtime","Recent Downtime",[42,9777,9778,9799,9811,9837,9849,9868],{},[45,9779,8660,9780,9783,9784,9786,9787],{},[86,9781,9782],{},"Switch"," node onto the canvas and set the property to ",[86,9785,8821],{},". Add the following condition:",[81,9788,9789,9794],{},[45,9790,9791],{},[86,9792,9793],{},"is not empty",[45,9795,9796],{},[86,9797,9798],{},"otherwise",[45,9800,8660,9801,9804,9805,9808,9809,8906],{},[86,9802,9803],{},"Split"," node onto the canvas and connect it to the ",[86,9806,9807],{},"first output"," of the ",[86,9810,9782],{},[45,9812,8660,9813,9804,9816,9818,9819,9822,9823,9828,9829,9832,9833,9836],{},[86,9814,9815],{},"Sort",[86,9817,9803],{}," node. Set the sort to ",[86,9820,9821],{},"\"message sequence\"",", key to ",[86,9824,9825],{},[152,9826,9827],{},"msg.payload.downtime_start",", and order to ",[86,9830,9831],{},"\"descending.\""," This will sort the downtime data from ",[86,9834,9835],{},"most recent to oldest"," based on its start time.",[45,9838,8660,9839,9842,9843,9846,9847,8906],{},[86,9840,9841],{},"Join"," node onto the canvas and set the mode to ",[86,9844,9845],{},"automatic",", then connect it to the ",[86,9848,9815],{},[45,9850,8660,9851,9854,9855],{},[86,9852,9853],{},"Change"," node onto the canvas and set the following element:",[81,9856,9857],{},[45,9858,9859],{},[86,9860,8669,9861,8673,9864,9867],{},[152,9862,9863],{},"msg.recentDowntime",[152,9865,9866],{},"payload^(10)"," as a JSONata expression.",[45,9869,9870,9871,9873,9874,9876],{},"Connect the ",[86,9872,9853],{}," node to the ",[86,9875,9117],{}," node that was added before.",[8639,9878,9880],{"id":9879},"top-underperforming-machines","Top Underperforming Machines",[42,9882,9883,9894],{},[45,9884,8660,9885,9804,9888,9890,9891,68],{},[86,9886,9887],{},"Function",[86,9889,8905],{}," node that is receiving the ",[86,9892,9893],{},"SQLite result",[45,9895,9896,9897,9900,9901,9903],{},"Add the following ",[86,9898,9899],{},"JavaScript"," code to the ",[86,9902,9887],{}," node:",[145,9905,9907],{"className":9426,"code":9906,"language":9428,"meta":150,"style":150},"const productionData = msg.production_data;\nconst downtimeEvents = msg.downtime_data;\nconst shiftDuration = (flow.get('shift_duration') || 1) * 60; \u002F\u002F Convert hours to minutes\n\n\u002F\u002F Group production data by machine (including area)\nlet machineData = {};\nproductionData.forEach(data => {\n    if (!machineData[data.machine_name]) {\n        machineData[data.machine_name] = {\n            total_produced_units: 0,\n            good_units: 0,\n            target_output: 0,\n            count: 0,\n            area: data.area \u002F\u002F Store area\n        };\n    }\n    machineData[data.machine_name].total_produced_units += data.total_produced_units;\n    machineData[data.machine_name].good_units += data.good_units;\n    machineData[data.machine_name].target_output += data.target_output;\n    machineData[data.machine_name].count += 1;\n});\n\nlet oeeResults = Object.keys(machineData).map(machineName => {\n    let data = machineData[machineName];\n\n    let machineDowntime = downtimeEvents.filter(event => event.machine_name === machineName);\n\n    function calculateOEE(data, downtime) {\n        if (data.target_output === 0) {\n            return { availability: 0, performance: 0, quality: 0, oee: 0 };\n        }\n\n        let totalDowntime = downtime.reduce((acc, event) =>\n            typeof event.downtime_duration_minutes === 'number' ? acc + event.downtime_duration_minutes : acc\n            , 0);\n\n        let availability = (shiftDuration - totalDowntime) \u002F shiftDuration;\n        availability = Math.max(0, Math.min(1, availability));\n\n        let performance = data.target_output > 0 ? data.total_produced_units \u002F data.target_output : 0;\n        let quality = data.total_produced_units > 0 ? data.good_units \u002F data.total_produced_units : 0;\n\n        let oee = availability * performance * quality;\n\n        return {\n            availability: parseFloat((availability * 100).toFixed(2)),\n            performance: parseFloat((performance * 100).toFixed(2)),\n            quality: parseFloat((quality * 100).toFixed(2)),\n            oee: parseFloat((oee * 100).toFixed(2))\n        };\n    }\n\n    let metrics = calculateOEE(data, machineDowntime);\n\n    return {\n        machine_name: machineName,\n        area: data.area,\n        oee: metrics.oee\n    };\n});\n\n\u002F\u002F Filter only machines with OEE \u003C 85\nmsg.payload = oeeResults.filter(machine => machine.oee \u003C 85);\n\nreturn 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minutes\n",[155,9993,9994],{"class":157,"line":9248},[155,9995,9997],{"emptyLinePlaceholder":9996},true,"\n",[155,9999,10000],{"class":157,"line":9272},[155,10001,10002],{"class":9990},"\u002F\u002F Group production data by machine (including area)\n",[155,10004,10005,10008,10011,10013],{"class":157,"line":9278},[155,10006,10007],{"class":168},"let",[155,10009,10010],{"class":1370}," machineData ",[155,10012,9580],{"class":161},[155,10014,9532],{"class":161},[155,10016,10017,10020,10022,10024,10026,10029,10031],{"class":157,"line":9284},[155,10018,10019],{"class":1370},"productionData",[155,10021,68],{"class":161},[155,10023,9542],{"class":9437},[155,10025,9441],{"class":1370},[155,10027,10028],{"class":9444},"data",[155,10030,9561],{"class":168},[155,10032,9451],{"class":161},[155,10034,10035,10038,10040,10042,10045,10047,10049,10051,10054,10057],{"class":157,"line":9305},[155,10036,10037],{"class":9456},"    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if",[155,10416,9461],{"class":9460},[155,10418,10028],{"class":1370},[155,10420,68],{"class":161},[155,10422,10231],{"class":1370},[155,10424,9492],{"class":161},[155,10426,9495],{"class":530},[155,10428,2932],{"class":9460},[155,10430,9222],{"class":161},[155,10432,10434,10437,10440,10443,10445,10447,10449,10452,10454,10456,10458,10461,10463,10465,10467,10470,10472,10474],{"class":157,"line":10433},30,[155,10435,10436],{"class":9456},"            return",[155,10438,10439],{"class":161}," {",[155,10441,10442],{"class":9460}," availability",[155,10444,174],{"class":161},[155,10446,9495],{"class":530},[155,10448,185],{"class":161},[155,10450,10451],{"class":9460}," performance",[155,10453,174],{"class":161},[155,10455,9495],{"class":530},[155,10457,185],{"class":161},[155,10459,10460],{"class":9460}," quality",[155,10462,174],{"class":161},[155,10464,9495],{"class":530},[155,10466,185],{"class":161},[155,10468,10469],{"class":9460}," oee",[155,10471,174],{"class":161},[155,10473,9495],{"class":530},[155,10475,10476],{"class":161}," };\n",[155,10478,10480],{"class":157,"line":10479},31,[155,10481,10482],{"class":161},"        }\n",[155,10484,10486],{"class":157,"line":10485},32,[155,10487,9997],{"emptyLinePlaceholder":9996},[155,10489,10491,10494,10497,10499,10501,10503,10506,10508,10510,10513,10515,10517,10519],{"class":157,"line":10490},33,[155,10492,10493],{"class":168},"        let",[155,10495,10496],{"class":1370}," totalDowntime",[155,10498,9529],{"class":161},[155,10500,10404],{"class":1370},[155,10502,68],{"class":161},[155,10504,10505],{"class":9437},"reduce",[155,10507,9441],{"class":9460},[155,10509,9441],{"class":161},[155,10511,10512],{"class":9444},"acc",[155,10514,185],{"class":161},[155,10516,10368],{"class":9444},[155,10518,9448],{"class":161},[155,10520,10521],{"class":168}," =>\n",[155,10523,10525,10528,10530,10532,10535,10537,10540,10543,10545,10548,10551,10554,10556,10558,10560,10563],{"class":157,"line":10524},34,[155,10526,10527],{"class":161},"            typeof",[155,10529,10368],{"class":1370},[155,10531,68],{"class":161},[155,10533,10534],{"class":1370},"downtime_duration_minutes",[155,10536,9492],{"class":161},[155,10538,10539],{"class":161}," '",[155,10541,10542],{"class":179},"number",[155,10544,9965],{"class":161},[155,10546,10547],{"class":161}," ?",[155,10549,10550],{"class":1370}," acc",[155,10552,10553],{"class":161}," +",[155,10555,10368],{"class":1370},[155,10557,68],{"class":161},[155,10559,10534],{"class":1370},[155,10561,10562],{"class":161}," :",[155,10564,10565],{"class":1370}," acc\n",[155,10567,10569,10572,10574,10576],{"class":157,"line":10568},35,[155,10570,10571],{"class":161},"            ,",[155,10573,9495],{"class":530},[155,10575,9448],{"class":9460},[155,10577,9605],{"class":161},[155,10579,10581],{"class":157,"line":10580},36,[155,10582,9997],{"emptyLinePlaceholder":9996},[155,10584,10586,10588,10590,10592,10594,10597,10600,10602,10604,10607,10610],{"class":157,"line":10585},37,[155,10587,10493],{"class":168},[155,10589,10442],{"class":1370},[155,10591,9529],{"class":161},[155,10593,9461],{"class":9460},[155,10595,10596],{"class":1370},"shiftDuration",[155,10598,10599],{"class":161}," -",[155,10601,10496],{"class":1370},[155,10603,2932],{"class":9460},[155,10605,10606],{"class":161},"\u002F",[155,10608,10609],{"class":1370}," shiftDuration",[155,10611,9605],{"class":161},[155,10613,10615,10618,10620,10623,10625,10628,10630,10632,10634,10636,10638,10641,10643,10645,10647,10649,10651],{"class":157,"line":10614},38,[155,10616,10617],{"class":1370},"        availability",[155,10619,9529],{"class":161},[155,10621,10622],{"class":1370}," Math",[155,10624,68],{"class":161},[155,10626,10627],{"class":9437},"max",[155,10629,9441],{"class":9460},[155,10631,5292],{"class":530},[155,10633,185],{"class":161},[155,10635,10622],{"class":1370},[155,10637,68],{"class":161},[155,10639,10640],{"class":9437},"min",[155,10642,9441],{"class":9460},[155,10644,349],{"class":530},[155,10646,185],{"class":161},[155,10648,10442],{"class":1370},[155,10650,9690],{"class":9460},[155,10652,9605],{"class":161},[155,10654,10656],{"class":157,"line":10655},39,[155,10657,9997],{"emptyLinePlaceholder":9996},[155,10659,10661,10663,10665,10667,10669,10671,10673,10676,10678,10680,10682,10684,10686,10689,10691,10693,10695,10697,10699],{"class":157,"line":10660},40,[155,10662,10493],{"class":168},[155,10664,10451],{"class":1370},[155,10666,9529],{"class":161},[155,10668,10131],{"class":1370},[155,10670,68],{"class":161},[155,10672,10231],{"class":1370},[155,10674,10675],{"class":161}," 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\u002F",[155,10690,10131],{"class":1370},[155,10692,68],{"class":161},[155,10694,10231],{"class":1370},[155,10696,10562],{"class":161},[155,10698,9495],{"class":530},[155,10700,9605],{"class":161},[155,10702,10704,10706,10708,10710,10712,10714,10716,10718,10720,10722,10724,10726,10728,10730,10732,10734,10736,10738,10740],{"class":157,"line":10703},41,[155,10705,10493],{"class":168},[155,10707,10460],{"class":1370},[155,10709,9529],{"class":161},[155,10711,10131],{"class":1370},[155,10713,68],{"class":161},[155,10715,9014],{"class":1370},[155,10717,10675],{"class":161},[155,10719,9495],{"class":530},[155,10721,10547],{"class":161},[155,10723,10131],{"class":1370},[155,10725,68],{"class":161},[155,10727,10201],{"class":1370},[155,10729,10688],{"class":161},[155,10731,10131],{"class":1370},[155,10733,68],{"class":161},[155,10735,9014],{"class":1370},[155,10737,10562],{"class":161},[155,10739,9495],{"class":530},[155,10741,9605],{"class":161},[155,10743,10745],{"class":157,"line":10744},42,[155,10746,9997],{"emptyLinePlaceholder":9996},[155,10748,10750,10752,10754,10756,10758,10761,10763,10765,10767],{"class":157,"line":10749},43,[155,10751,10493],{"class":168},[155,10753,10469],{"class":1370},[155,10755,9529],{"class":161},[155,10757,10442],{"class":1370},[155,10759,10760],{"class":161}," *",[155,10762,10451],{"class":1370},[155,10764,10760],{"class":161},[155,10766,10460],{"class":1370},[155,10768,9605],{"class":161},[155,10770,10772],{"class":157,"line":10771},44,[155,10773,9997],{"emptyLinePlaceholder":9996},[155,10775,10777,10780],{"class":157,"line":10776},45,[155,10778,10779],{"class":9456},"        return",[155,10781,9451],{"class":161},[155,10783,10785,10788,10790,10793,10796,10799,10801,10804,10806,10808,10811,10813,10815,10817],{"class":157,"line":10784},46,[155,10786,10787],{"class":9460},"            availability",[155,10789,174],{"class":161},[155,10791,10792],{"class":9437}," parseFloat",[155,10794,10795],{"class":9460},"((",[155,10797,10798],{"class":1370},"availability",[155,10800,10760],{"class":161},[155,10802,10803],{"class":530}," 100",[155,10805,9448],{"class":9460},[155,10807,68],{"class":161},[155,10809,10810],{"class":9437},"toFixed",[155,10812,9441],{"class":9460},[155,10814,5278],{"class":530},[155,10816,9690],{"class":9460},[155,10818,9245],{"class":161},[155,10820,10822,10825,10827,10829,10831,10834,10836,10838,10840,10842,10844,10846,10848,10850],{"class":157,"line":10821},47,[155,10823,10824],{"class":9460},"            performance",[155,10826,174],{"class":161},[155,10828,10792],{"class":9437},[155,10830,10795],{"class":9460},[155,10832,10833],{"class":1370},"performance",[155,10835,10760],{"class":161},[155,10837,10803],{"class":530},[155,10839,9448],{"class":9460},[155,10841,68],{"class":161},[155,10843,10810],{"class":9437},[155,10845,9441],{"class":9460},[155,10847,5278],{"class":530},[155,10849,9690],{"class":9460},[155,10851,9245],{"class":161},[155,10853,10855,10858,10860,10862,10864,10867,10869,10871,10873,10875,10877,10879,10881,10883],{"class":157,"line":10854},48,[155,10856,10857],{"class":9460},"            quality",[155,10859,174],{"class":161},[155,10861,10792],{"class":9437},[155,10863,10795],{"class":9460},[155,10865,10866],{"class":1370},"quality",[155,10868,10760],{"class":161},[155,10870,10803],{"class":530},[155,10872,9448],{"class":9460},[155,10874,68],{"class":161},[155,10876,10810],{"class":9437},[155,10878,9441],{"class":9460},[155,10880,5278],{"class":530},[155,10882,9690],{"class":9460},[155,10884,9245],{"class":161},[155,10886,10888,10891,10893,10895,10897,10900,10902,10904,10906,10908,10910,10912,10914],{"class":157,"line":10887},49,[155,10889,10890],{"class":9460},"            oee",[155,10892,174],{"class":161},[155,10894,10792],{"class":9437},[155,10896,10795],{"class":9460},[155,10898,10899],{"class":1370},"oee",[155,10901,10760],{"class":161},[155,10903,10803],{"class":530},[155,10905,9448],{"class":9460},[155,10907,68],{"class":161},[155,10909,10810],{"class":9437},[155,10911,9441],{"class":9460},[155,10913,5278],{"class":530},[155,10915,9334],{"class":9460},[155,10917,10919],{"class":157,"line":10918},50,[155,10920,10144],{"class":161},[155,10922,10924],{"class":157,"line":10923},51,[155,10925,10150],{"class":161},[155,10927,10929],{"class":157,"line":10928},52,[155,10930,9997],{"emptyLinePlaceholder":9996},[155,10932,10934,10936,10939,10941,10943,10945,10947,10949,10951,10953],{"class":157,"line":10933},53,[155,10935,10320],{"class":168},[155,10937,10938],{"class":1370}," metrics",[155,10940,9529],{"class":161},[155,10942,10395],{"class":9437},[155,10944,9441],{"class":9460},[155,10946,10028],{"class":1370},[155,10948,185],{"class":161},[155,10950,10348],{"class":1370},[155,10952,9448],{"class":9460},[155,10954,9605],{"class":161},[155,10956,10958],{"class":157,"line":10957},54,[155,10959,9997],{"emptyLinePlaceholder":9996},[155,10961,10963,10966],{"class":157,"line":10962},55,[155,10964,10965],{"class":9456},"    return",[155,10967,9451],{"class":161},[155,10969,10971,10974,10976,10978],{"class":157,"line":10970},56,[155,10972,10973],{"class":9460},"        machine_name",[155,10975,174],{"class":161},[155,10977,10377],{"class":1370},[155,10979,9245],{"class":161},[155,10981,10983,10986,10988,10990,10992,10994],{"class":157,"line":10982},57,[155,10984,10985],{"class":9460},"        area",[155,10987,174],{"class":161},[155,10989,10131],{"class":1370},[155,10991,68],{"class":161},[155,10993,10136],{"class":1370},[155,10995,9245],{"class":161},[155,10997,10999,11002,11004,11006,11008],{"class":157,"line":10998},58,[155,11000,11001],{"class":9460},"        oee",[155,11003,174],{"class":161},[155,11005,10938],{"class":1370},[155,11007,68],{"class":161},[155,11009,11010],{"class":1370},"oee\n",[155,11012,11014],{"class":157,"line":11013},59,[155,11015,11016],{"class":161},"    };\n",[155,11018,11020,11022,11024],{"class":157,"line":11019},60,[155,11021,5236],{"class":161},[155,11023,9448],{"class":1370},[155,11025,9605],{"class":161},[155,11027,11029],{"class":157,"line":11028},61,[155,11030,9997],{"emptyLinePlaceholder":9996},[155,11032,11034],{"class":157,"line":11033},62,[155,11035,11036],{"class":9990},"\u002F\u002F Filter only machines with OEE \u003C 85\n",[155,11038,11040,11042,11044,11046,11048,11051,11053,11055,11057,11060,11062,11065,11067,11070,11073,11076,11078],{"class":157,"line":11039},63,[155,11041,1314],{"class":1370},[155,11043,68],{"class":161},[155,11045,9707],{"class":1370},[155,11047,9580],{"class":161},[155,11049,11050],{"class":1370}," oeeResults",[155,11052,68],{"class":161},[155,11054,10358],{"class":9437},[155,11056,9441],{"class":1370},[155,11058,11059],{"class":9444},"machine",[155,11061,9561],{"class":168},[155,11063,11064],{"class":1370}," machine",[155,11066,68],{"class":161},[155,11068,11069],{"class":1370},"oee ",[155,11071,11072],{"class":161},"\u003C",[155,11074,11075],{"class":530}," 85",[155,11077,9448],{"class":1370},[155,11079,9605],{"class":161},[155,11081,11083],{"class":157,"line":11082},64,[155,11084,9997],{"emptyLinePlaceholder":9996},[155,11086,11088,11090,11092],{"class":157,"line":11087},65,[155,11089,9731],{"class":9456},[155,11091,9734],{"class":1370},[155,11093,9605],{"class":161},[12,11095,11096,11100],{},[8625,11097],{"alt":11098,"dataZoomable":150,"src":11099},"Flow that prepares the Recent Downtime, Downtime Summary, and Top Underperforming Machines (OEE-wise)\n","\u002Fblog\u002F2025\u002F04\u002Fimages\u002Fdowntime-events-summery-oee-machine-wise.png",[8613,11101,11102],{},"Flow that prepares the Recent Downtime, Downtime Summary, and Top Underperforming Machines (OEE-wise)",[8639,11104,11106],{"id":11105},"oee-trend-for-the-last-30-days","OEE Trend for the Last 30 Days",[12,11108,11109],{},"Now, to calculate the OEE for the last 30 days, we need the complete production and downtime data for that period. However, the current SQLite flow retrieves only the last 12 hours. Therefore, we need another SQLite flow to retrieve data from the last 30 days.",[11111,11112,11114],"h5",{"id":11113},"retrieving-production-and-downtime-data-for-the-last-30-days","Retrieving Production and Downtime Data for the Last 30 Days",[42,11116,11117,11131,11136],{},[45,11118,11119,11120,11123,11124,9768,11126,11128,11129,68],{},"Copy the existing ",[86,11121,11122],{},"SQLite flow"," from the ",[86,11125,8610],{},[86,11127,8663],{}," that sets the retrieved downtime result to ",[152,11130,8821],{},[45,11132,8647,11133,11135],{},[86,11134,8663],{}," that sets the parameters for the SQL query, keep only the element setting the line parameter, and remove the rest.",[45,11137,11138],{},"Modify the first SQLite node's SQL query to the following:",[145,11140,11142],{"className":8791,"code":11141,"language":1332,"meta":150,"style":150},"SELECT\n    timestamp AS timestamp,\n    machine_name AS machine_name,\n    area AS area,\n    line AS line,\n    total_produced_units AS total_produced_units,\n    good_units AS good_units,\n    defect_units AS defect_units,\n    target_output AS target_output\nFROM ProductionData\nWHERE line = $line\n  AND timestamp >= datetime('now', '-30 days');\n",[152,11143,11144,11149,11154,11159,11164,11169,11174,11179,11184,11189,11193,11198],{"__ignoreMap":150},[155,11145,11146],{"class":157,"line":158},[155,11147,11148],{},"SELECT\n",[155,11150,11151],{"class":157,"line":8802},[155,11152,11153],{},"    timestamp AS timestamp,\n",[155,11155,11156],{"class":157,"line":8808},[155,11157,11158],{},"    machine_name AS machine_name,\n",[155,11160,11161],{"class":157,"line":9248},[155,11162,11163],{},"    area AS area,\n",[155,11165,11166],{"class":157,"line":9272},[155,11167,11168],{},"    line AS line,\n",[155,11170,11171],{"class":157,"line":9278},[155,11172,11173],{},"    total_produced_units AS total_produced_units,\n",[155,11175,11176],{"class":157,"line":9284},[155,11177,11178],{},"    good_units AS good_units,\n",[155,11180,11181],{"class":157,"line":9305},[155,11182,11183],{},"    defect_units AS defect_units,\n",[155,11185,11186],{"class":157,"line":9337},[155,11187,11188],{},"    target_output AS target_output\n",[155,11190,11191],{"class":157,"line":9343},[155,11192,8805],{},[155,11194,11195],{"class":157,"line":9674},[155,11196,11197],{},"WHERE line = $line\n",[155,11199,11200],{"class":157,"line":9685},[155,11201,11202],{},"  AND timestamp >= datetime('now', '-30 days');\n",[42,11204,11205],{"start":9248},[45,11206,11207],{},"Modify the second SQLite node's SQL query to the following:",[145,11209,11211],{"className":8791,"code":11210,"language":1332,"meta":150,"style":150},"SELECT\n    timestamp AS timestamp,\n    machine_name AS machine_name,\n    downtime_start AS downtime_start,\n    downtime_duration_minutes AS downtime_duration_minutes,\n    downtime_reason AS downtime_reason\nFROM DowntimeData\nWHERE\n    timestamp BETWEEN $startTime AND $endTime\n    AND line = $line;\n",[152,11212,11213,11217,11221,11225,11230,11235,11240,11244,11249,11254],{"__ignoreMap":150},[155,11214,11215],{"class":157,"line":158},[155,11216,11148],{},[155,11218,11219],{"class":157,"line":8802},[155,11220,11153],{},[155,11222,11223],{"class":157,"line":8808},[155,11224,11158],{},[155,11226,11227],{"class":157,"line":9248},[155,11228,11229],{},"    downtime_start AS downtime_start,\n",[155,11231,11232],{"class":157,"line":9272},[155,11233,11234],{},"    downtime_duration_minutes AS downtime_duration_minutes,\n",[155,11236,11237],{"class":157,"line":9278},[155,11238,11239],{},"    downtime_reason AS downtime_reason\n",[155,11241,11242],{"class":157,"line":9284},[155,11243,8847],{},[155,11245,11246],{"class":157,"line":9305},[155,11247,11248],{},"WHERE\n",[155,11250,11251],{"class":157,"line":9337},[155,11252,11253],{},"    timestamp BETWEEN $startTime AND $endTime\n",[155,11255,11256],{"class":157,"line":9343},[155,11257,11258],{},"    AND line = $line;\n",[11111,11260,11262],{"id":11261},"calculating-last-30d-days-oee","Calculating last 30d days OEE",[42,11264,11265,11273,11279],{},[45,11266,8888,11267,11269,11270,11272],{},[86,11268,9351],{}," onto the canvas and connect it to the last ",[86,11271,8663],{}," of the SQLite flow.",[45,11274,8888,11275,11269,11277,68],{},[86,11276,9140],{},[86,11278,9351],{},[45,11280,8888,11281,11284,11285,174],{},[86,11282,11283],{},"Function node"," onto the canvas, add the following JavaScript, and connect the Function node to the ",[86,11286,9140],{},[145,11288,11290],{"className":9426,"code":11289,"language":9428,"meta":150,"style":150},"let productionData = msg.production_data;\nlet downtimeData = msg.downtime_data;\nlet line = flow.get('line');\nlet shiftDuration = flow.get('shiftDuration24h') * 3600;\n\nlet groupedData = {};\n\nproductionData.forEach(entry => {\n    if (entry.line === line) {\n        let date = entry.timestamp.split(\" \")[0];\n\n        if (!groupedData[date]) {\n            groupedData[date] = {\n                totalShiftDuration: shiftDuration,\n                totalGoodUnits: 0,\n                totalProducedUnits: 0,\n                totalDowntimeSeconds: 0,\n                totalCycleTime: 0,\n                cycleCount: 0,\n                totalTargetOutput: 0,\n                timestamp: entry.timestamp\n            };\n        }\n\n        groupedData[date].totalGoodUnits += entry.good_units;\n        groupedData[date].totalProducedUnits += entry.total_produced_units;\n        groupedData[date].totalCycleTime += entry.cycle_time;\n        groupedData[date].cycleCount++;\n        groupedData[date].totalTargetOutput += entry.target_output;\n    }\n});\n\ndowntimeData.forEach(downtime => {\n    if (downtime.line === line) {\n        let date = downtime.timestamp.split(\" \")[0];\n        if (groupedData[date]) {\n            groupedData[date].totalDowntimeSeconds += downtime.downtime_duration_minutes * 60;\n        }\n    }\n});\n\nlet oeeResults = Object.entries(groupedData).map(([date, data]) => {\n    let avgCycleTime = data.cycleCount > 0 ? data.totalCycleTime \u002F data.cycleCount : 0;\n    let availableTime = data.totalShiftDuration - data.totalDowntimeSeconds;\n    let availability = availableTime \u002F data.totalShiftDuration;\n    let performance = data.totalTargetOutput > 0 ? data.totalProducedUnits \u002F data.totalTargetOutput : 0;\n    let quality = data.totalProducedUnits > 0 ? data.totalGoodUnits \u002F data.totalProducedUnits : 0;\n    let oee = (availability * performance * quality * 100).toFixed(2);\n\n    return { date, availability, performance, quality, oee, timestamp: data.timestamp };\n});\n\n\u002F\u002F Sort data by timestamp (oldest to most recent)\noeeResults.sort((a, b) => new Date(a.timestamp).valueOf() - new Date(b.timestamp).valueOf());\nmsg.payload = oeeResults;\nreturn msg;\n",[152,11291,11292,11308,11325,11353,11385,11389,11400,11404,11421,11442,11478,11482,11501,11516,11527,11538,11549,11560,11571,11582,11593,11607,11612,11616,11620,11646,11671,11697,11715,11740,11744,11752,11756,11773,11793,11825,11841,11870,11874,11878,11886,11890,11927,11968,11994,12014,12054,12094,12132,12136,12175,12183,12187,12192,12262,12276],{"__ignoreMap":150},[155,11293,11294,11296,11298,11300,11302,11304,11306],{"class":157,"line":158},[155,11295,10007],{"class":168},[155,11297,9916],{"class":1370},[155,11299,9580],{"class":161},[155,11301,9734],{"class":1370},[155,11303,68],{"class":161},[155,11305,8916],{"class":1370},[155,11307,9605],{"class":161},[155,11309,11310,11312,11315,11317,11319,11321,11323],{"class":157,"line":8802},[155,11311,10007],{"class":168},[155,11313,11314],{"class":1370}," downtimeData 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3600",[155,11384,9605],{"class":161},[155,11386,11387],{"class":157,"line":9272},[155,11388,9997],{"emptyLinePlaceholder":9996},[155,11390,11391,11393,11396,11398],{"class":157,"line":9278},[155,11392,10007],{"class":168},[155,11394,11395],{"class":1370}," groupedData 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line",[155,11439,2932],{"class":9460},[155,11441,9222],{"class":161},[155,11443,11444,11446,11449,11451,11454,11456,11459,11461,11463,11465,11467,11469,11472,11474,11476],{"class":157,"line":9343},[155,11445,10493],{"class":168},[155,11447,11448],{"class":1370}," date",[155,11450,9529],{"class":161},[155,11452,11453],{"class":1370}," 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groupedData",[155,11507,9571],{"class":9460},[155,11509,1738],{"class":1370},[155,11511,9577],{"class":9460},[155,11513,9580],{"class":161},[155,11515,9451],{"class":161},[155,11517,11518,11521,11523,11525],{"class":157,"line":9112},[155,11519,11520],{"class":9460},"                totalShiftDuration",[155,11522,174],{"class":161},[155,11524,10609],{"class":1370},[155,11526,9245],{"class":161},[155,11528,11529,11532,11534,11536],{"class":157,"line":9728},[155,11530,11531],{"class":9460},"                totalGoodUnits",[155,11533,174],{"class":161},[155,11535,9495],{"class":530},[155,11537,9245],{"class":161},[155,11539,11540,11543,11545,11547],{"class":157,"line":10147},[155,11541,11542],{"class":9460},"                totalProducedUnits",[155,11544,174],{"class":161},[155,11546,9495],{"class":530},[155,11548,9245],{"class":161},[155,11550,11551,11554,11556,11558],{"class":157,"line":10153},[155,11552,11553],{"class":9460},"                totalDowntimeSeconds",[155,11555,174],{"class":161},[155,11557,9495],{"class":530},[155,11559,9245],{"class":161},[155,11561,11562,11565,11567,11569],{"class":157,"line":10184},[155,11563,11564],{"class":9460},"                totalCycleTime",[155,11566,174],{"class":161},[155,11568,9495],{"class":530},[155,11570,9245],{"class":161},[155,11572,11573,11576,11578,11580],{"class":157,"line":10214},[155,11574,11575],{"class":9460},"                cycleCount",[155,11577,174],{"class":161},[155,11579,9495],{"class":530},[155,11581,9245],{"class":161},[155,11583,11584,11587,11589,11591],{"class":157,"line":10244},[155,11585,11586],{"class":9460},"                totalTargetOutput",[155,11588,174],{"class":161},[155,11590,9495],{"class":530},[155,11592,9245],{"class":161},[155,11594,11595,11598,11600,11602,11604],{"class":157,"line":10270},[155,11596,11597],{"class":9460},"                timestamp",[155,11599,174],{"class":161},[155,11601,11453],{"class":1370},[155,11603,68],{"class":161},[155,11605,11606],{"class":1370},"timestamp\n",[155,11608,11609],{"class":157,"line":10279},[155,11610,11611],{"class":161},"            };\n",[155,11613,11614],{"class":157,"line":10284},[155,11615,10482],{"class":161},[155,11617,11618],{"class":157,"line":10317},[155,11619,9997],{"emptyLinePlaceholder":9996},[155,11621,11622,11625,11627,11629,11631,11633,11636,11638,11640,11642,11644],{"class":157,"line":10338},[155,11623,11624],{"class":1370},"        groupedData",[155,11626,9571],{"class":9460},[155,11628,1738],{"class":1370},[155,11630,4431],{"class":9460},[155,11632,68],{"class":161},[155,11634,11635],{"class":1370},"totalGoodUnits",[155,11637,10173],{"class":161},[155,11639,11453],{"class":1370},[155,11641,68],{"class":161},[155,11643,10201],{"class":1370},[155,11645,9605],{"class":161},[155,11647,11648,11650,11652,11654,11656,11658,11661,11663,11665,11667,11669],{"class":157,"line":10343},[155,11649,11624],{"class":1370},[155,11651,9571],{"class":9460},[155,11653,1738],{"class":1370},[155,11655,4431],{"class":9460},[155,11657,68],{"class":161},[155,11659,11660],{"class":1370},"totalProducedUnits",[155,11662,10173],{"class":161},[155,11664,11453],{"class":1370},[155,11666,68],{"class":161},[155,11668,9014],{"class":1370},[155,11670,9605],{"class":161},[155,11672,11673,11675,11677,11679,11681,11683,11686,11688,11690,11692,11695],{"class":157,"line":10384},[155,11674,11624],{"class":1370},[155,11676,9571],{"class":9460},[155,11678,1738],{"class":1370},[155,11680,4431],{"class":9460},[155,11682,68],{"class":161},[155,11684,11685],{"class":1370},"totalCycleTime",[155,11687,10173],{"class":161},[155,11689,11453],{"class":1370},[155,11691,68],{"class":161},[155,11693,11694],{"class":1370},"cycle_time",[155,11696,9605],{"class":161},[155,11698,11699,11701,11703,11705,11707,11709,11712],{"class":157,"line":10389},[155,11700,11624],{"class":1370},[155,11702,9571],{"class":9460},[155,11704,1738],{"class":1370},[155,11706,4431],{"class":9460},[155,11708,68],{"class":161},[155,11710,11711],{"class":1370},"cycleCount",[155,11713,11714],{"class":161},"++;\n",[155,11716,11717,11719,11721,11723,11725,11727,11730,11732,11734,11736,11738],{"class":157,"line":10411},[155,11718,11624],{"class":1370},[155,11720,9571],{"class":9460},[155,11722,1738],{"class":1370},[155,11724,4431],{"class":9460},[155,11726,68],{"class":161},[155,11728,11729],{"class":1370},"totalTargetOutput",[155,11731,10173],{"class":161},[155,11733,11453],{"class":1370},[155,11735,68],{"class":161},[155,11737,10231],{"class":1370},[155,11739,9605],{"class":161},[155,11741,11742],{"class":157,"line":10433},[155,11743,10150],{"class":161},[155,11745,11746,11748,11750],{"class":157,"line":10479},[155,11747,5236],{"class":161},[155,11749,9448],{"class":1370},[155,11751,9605],{"class":161},[155,11753,11754],{"class":157,"line":10485},[155,11755,9997],{"emptyLinePlaceholder":9996},[155,11757,11758,11760,11762,11764,11766,11769,11771],{"class":157,"line":10490},[155,11759,9445],{"class":1370},[155,11761,68],{"class":161},[155,11763,9542],{"class":9437},[155,11765,9441],{"class":1370},[155,11767,11768],{"class":9444},"downtime",[155,11770,9561],{"class":168},[155,11772,9451],{"class":161},[155,11774,11775,11777,11779,11781,11783,11785,11787,11789,11791],{"class":157,"line":10524},[155,11776,10037],{"class":9456},[155,11778,9461],{"class":9460},[155,11780,11768],{"class":1370},[155,11782,68],{"class":161},[155,11784,157],{"class":1370},[155,11786,9492],{"class":161},[155,11788,11437],{"class":1370},[155,11790,2932],{"class":9460},[155,11792,9222],{"class":161},[155,11794,11795,11797,11799,11801,11803,11805,11807,11809,11811,11813,11815,11817,11819,11821,11823],{"class":157,"line":10568},[155,11796,10493],{"class":168},[155,11798,11448],{"class":1370},[155,11800,9529],{"class":161},[155,11802,10404],{"class":1370},[155,11804,68],{"class":161},[155,11806,11458],{"class":1370},[155,11808,68],{"class":161},[155,11810,5422],{"class":9437},[155,11812,9441],{"class":9460},[155,11814,165],{"class":161},[155,11816,9237],{"class":161},[155,11818,11471],{"class":9460},[155,11820,5292],{"class":530},[155,11822,4431],{"class":9460},[155,11824,9605],{"class":161},[155,11826,11827,11829,11831,11833,11835,11837,11839],{"class":157,"line":10580},[155,11828,10414],{"class":9456},[155,11830,9461],{"class":9460},[155,11832,11492],{"class":1370},[155,11834,9571],{"class":9460},[155,11836,1738],{"class":1370},[155,11838,10056],{"class":9460},[155,11840,9222],{"class":161},[155,11842,11843,11845,11847,11849,11851,11853,11856,11858,11860,11862,11864,11866,11868],{"class":157,"line":10585},[155,11844,11505],{"class":1370},[155,11846,9571],{"class":9460},[155,11848,1738],{"class":1370},[155,11850,4431],{"class":9460},[155,11852,68],{"class":161},[155,11854,11855],{"class":1370},"totalDowntimeSeconds",[155,11857,10173],{"class":161},[155,11859,10404],{"class":1370},[155,11861,68],{"class":161},[155,11863,10534],{"class":1370},[155,11865,10760],{"class":161},[155,11867,9985],{"class":530},[155,11869,9605],{"class":161},[155,11871,11872],{"class":157,"line":10614},[155,11873,10482],{"class":161},[155,11875,11876],{"class":157,"line":10655},[155,11877,10150],{"class":161},[155,11879,11880,11882,11884],{"class":157,"line":10660},[155,11881,5236],{"class":161},[155,11883,9448],{"class":1370},[155,11885,9605],{"class":161},[155,11887,11888],{"class":157,"line":10703},[155,11889,9997],{"emptyLinePlaceholder":9996},[155,11891,11892,11894,11896,11898,11900,11902,11904,11907,11909,11911,11913,11915,11917,11919,11921,11923,11925],{"class":157,"line":10744},[155,11893,10007],{"class":168},[155,11895,10289],{"class":1370},[155,11897,9580],{"class":161},[155,11899,9622],{"class":1370},[155,11901,68],{"class":161},[155,11903,9627],{"class":9437},[155,11905,11906],{"class":1370},"(groupedData)",[155,11908,68],{"class":161},[155,11910,9638],{"class":9437},[155,11912,9441],{"class":1370},[155,11914,9643],{"class":161},[155,11916,1738],{"class":9444},[155,11918,185],{"class":161},[155,11920,10131],{"class":9444},[155,11922,9653],{"class":161},[155,11924,9561],{"class":168},[155,11926,9451],{"class":161},[155,11928,11929,11931,11934,11936,11938,11940,11942,11944,11946,11948,11950,11952,11954,11956,11958,11960,11962,11964,11966],{"class":157,"line":10749},[155,11930,10320],{"class":168},[155,11932,11933],{"class":1370}," avgCycleTime",[155,11935,9529],{"class":161},[155,11937,10131],{"class":1370},[155,11939,68],{"class":161},[155,11941,11711],{"class":1370},[155,11943,10675],{"class":161},[155,11945,9495],{"class":530},[155,11947,10547],{"class":161},[155,11949,10131],{"class":1370},[155,11951,68],{"class":161},[155,11953,11685],{"class":1370},[155,11955,10688],{"class":161},[155,11957,10131],{"class":1370},[155,11959,68],{"class":161},[155,11961,11711],{"class":1370},[155,11963,10562],{"class":161},[155,11965,9495],{"class":530},[155,11967,9605],{"class":161},[155,11969,11970,11972,11975,11977,11979,11981,11984,11986,11988,11990,11992],{"class":157,"line":10771},[155,11971,10320],{"class":168},[155,11973,11974],{"class":1370}," availableTime",[155,11976,9529],{"class":161},[155,11978,10131],{"class":1370},[155,11980,68],{"class":161},[155,11982,11983],{"class":1370},"totalShiftDuration",[155,11985,10599],{"class":161},[155,11987,10131],{"class":1370},[155,11989,68],{"class":161},[155,11991,11855],{"class":1370},[155,11993,9605],{"class":161},[155,11995,11996,11998,12000,12002,12004,12006,12008,12010,12012],{"class":157,"line":10776},[155,11997,10320],{"class":168},[155,11999,10442],{"class":1370},[155,12001,9529],{"class":161},[155,12003,11974],{"class":1370},[155,12005,10688],{"class":161},[155,12007,10131],{"class":1370},[155,12009,68],{"class":161},[155,12011,11983],{"class":1370},[155,12013,9605],{"class":161},[155,12015,12016,12018,12020,12022,12024,12026,12028,12030,12032,12034,12036,12038,12040,12042,12044,12046,12048,12050,12052],{"class":157,"line":10784},[155,12017,10320],{"class":168},[155,12019,10451],{"class":1370},[155,12021,9529],{"class":161},[155,12023,10131],{"class":1370},[155,12025,68],{"class":161},[155,12027,11729],{"class":1370},[155,12029,10675],{"class":161},[155,12031,9495],{"class":530},[155,12033,10547],{"class":161},[155,12035,10131],{"class":1370},[155,12037,68],{"class":161},[155,12039,11660],{"class":1370},[155,12041,10688],{"class":161},[155,12043,10131],{"class":1370},[155,12045,68],{"class":161},[155,12047,11729],{"class":1370},[155,12049,10562],{"class":161},[155,12051,9495],{"class":530},[155,12053,9605],{"class":161},[155,12055,12056,12058,12060,12062,12064,12066,12068,12070,12072,12074,12076,12078,12080,12082,12084,12086,12088,12090,12092],{"class":157,"line":10821},[155,12057,10320],{"class":168},[155,12059,10460],{"class":1370},[155,12061,9529],{"class":161},[155,12063,10131],{"class":1370},[155,12065,68],{"class":161},[155,12067,11660],{"class":1370},[155,12069,10675],{"class":161},[155,12071,9495],{"class":530},[155,12073,10547],{"class":161},[155,12075,10131],{"class":1370},[155,12077,68],{"class":161},[155,12079,11635],{"class":1370},[155,12081,10688],{"class":161},[155,12083,10131],{"class":1370},[155,12085,68],{"class":161},[155,12087,11660],{"class":1370},[155,12089,10562],{"class":161},[155,12091,9495],{"class":530},[155,12093,9605],{"class":161},[155,12095,12096,12098,12100,12102,12104,12106,12108,12110,12112,12114,12116,12118,12120,12122,12124,12126,12128,12130],{"class":157,"line":10854},[155,12097,10320],{"class":168},[155,12099,10469],{"class":1370},[155,12101,9529],{"class":161},[155,12103,9461],{"class":9460},[155,12105,10798],{"class":1370},[155,12107,10760],{"class":161},[155,12109,10451],{"class":1370},[155,12111,10760],{"class":161},[155,12113,10460],{"class":1370},[155,12115,10760],{"class":161},[155,12117,10803],{"class":530},[155,12119,9448],{"class":9460},[155,12121,68],{"class":161},[155,12123,10810],{"class":9437},[155,12125,9441],{"class":9460},[155,12127,5278],{"class":530},[155,12129,9448],{"class":9460},[155,12131,9605],{"class":161},[155,12133,12134],{"class":157,"line":10887},[155,12135,9997],{"emptyLinePlaceholder":9996},[155,12137,12138,12140,12142,12144,12146,12148,12150,12152,12154,12156,12158,12160,12162,12165,12167,12169,12171,12173],{"class":157,"line":10918},[155,12139,10965],{"class":9456},[155,12141,10439],{"class":161},[155,12143,11448],{"class":1370},[155,12145,185],{"class":161},[155,12147,10442],{"class":1370},[155,12149,185],{"class":161},[155,12151,10451],{"class":1370},[155,12153,185],{"class":161},[155,12155,10460],{"class":1370},[155,12157,185],{"class":161},[155,12159,10469],{"class":1370},[155,12161,185],{"class":161},[155,12163,12164],{"class":9460}," timestamp",[155,12166,174],{"class":161},[155,12168,10131],{"class":1370},[155,12170,68],{"class":161},[155,12172,11458],{"class":1370},[155,12174,10476],{"class":161},[155,12176,12177,12179,12181],{"class":157,"line":10923},[155,12178,5236],{"class":161},[155,12180,9448],{"class":1370},[155,12182,9605],{"class":161},[155,12184,12185],{"class":157,"line":10928},[155,12186,9997],{"emptyLinePlaceholder":9996},[155,12188,12189],{"class":157,"line":10933},[155,12190,12191],{"class":9990},"\u002F\u002F Sort data by timestamp (oldest to most recent)\n",[155,12193,12194,12197,12199,12202,12204,12206,12208,12210,12213,12215,12217,12220,12223,12226,12228,12231,12233,12236,12239,12242,12244,12246,12249,12251,12253,12255,12257,12260],{"class":157,"line":10957},[155,12195,12196],{"class":1370},"oeeResults",[155,12198,68],{"class":161},[155,12200,12201],{"class":9437},"sort",[155,12203,9441],{"class":1370},[155,12205,9441],{"class":161},[155,12207,16],{"class":9444},[155,12209,185],{"class":161},[155,12211,12212],{"class":9444}," b",[155,12214,9448],{"class":161},[155,12216,9561],{"class":168},[155,12218,12219],{"class":161}," new",[155,12221,12222],{"class":9437}," Date",[155,12224,12225],{"class":1370},"(a",[155,12227,68],{"class":161},[155,12229,12230],{"class":1370},"timestamp)",[155,12232,68],{"class":161},[155,12234,12235],{"class":9437},"valueOf",[155,12237,12238],{"class":1370},"() ",[155,12240,12241],{"class":161},"-",[155,12243,12219],{"class":161},[155,12245,12222],{"class":9437},[155,12247,12248],{"class":1370},"(b",[155,12250,68],{"class":161},[155,12252,12230],{"class":1370},[155,12254,68],{"class":161},[155,12256,12235],{"class":9437},[155,12258,12259],{"class":1370},"())",[155,12261,9605],{"class":161},[155,12263,12264,12266,12268,12270,12272,12274],{"class":157,"line":10962},[155,12265,1314],{"class":1370},[155,12267,68],{"class":161},[155,12269,9707],{"class":1370},[155,12271,9580],{"class":161},[155,12273,11050],{"class":1370},[155,12275,9605],{"class":161},[155,12277,12278,12280,12282],{"class":157,"line":10970},[155,12279,9731],{"class":9456},[155,12281,9734],{"class":1370},[155,12283,9605],{"class":161},[42,12285,12286,12296,12302],{"start":9248},[45,12287,8888,12288,12290,12291,8673,12293,68],{},[86,12289,8663],{}," onto the canvas and set ",[152,12292,8821],{},[152,12294,12295],{},"msg.oeeTrend",[45,12297,8888,12298,8892,12300,68],{},[86,12299,9351],{},[86,12301,8663],{},[45,12303,9765,12304,9768,12306,12308],{},[86,12305,9351],{},[86,12307,9140],{}," that was added earlier to receive all the calculated metrics for visualization.",[12,12310,12311,12315],{},[8625,12312],{"alt":12313,"dataZoomable":150,"src":12314},"Flows that calculate the OEE for each day over the last 30 days","\u002Fblog\u002F2025\u002F04\u002Fimages\u002Foee-trend.png",[8613,12316,12317],{},"Flows that calculate the OEE for each day over the last 30 days.",[73,12319,12321],{"id":12320},"building-the-oee-dashboard","Building the OEE Dashboard",[12,12323,12324],{},"Now that the key OEE metrics have been calculated and detailed insights into production performance have been gathered, it is time to bring everything together in a visually intuitive and interactive dashboard. The OEE dashboard will provide real-time visibility into availability, performance, and quality while also displaying recent downtime events, downtime summaries, underperforming machines, and historical OEE trends.",[12,12326,12327,12328,12332,12333,12337],{},"Using FlowFuse Dashboard (Node-RED Dashboard 2.0), a clean and efficient interface will be designed, allowing operators and decision-makers to monitor production efficiency at a glance. If you have not built a dashboard with it before, ",[16,12329,12331],{"href":12330},"\u002Fblog\u002F2024\u002F03\u002Fdashboard-getting-started\u002F","Getting Started with Dashboard 2.0"," covers the basics, and the ",[16,12334,12336],{"href":12335},"\u002Fblog\u002F2024\u002F05\u002Fnode-red-dashboard-2-layout-navigation-styling\u002F","comprehensive guide to layout, sidebar, and styling"," explains the grouping and page concepts used throughout this section.",[42,12339,12340,12351,12354,12401,12412,12426,12439,12466,12483,12517,12525,12545,12550,12583,12587],{},[45,12341,12342,12343,12345,12346],{},"Drag a Switch node onto the canvas, set the property to ",[152,12344,9177],{},", and add the condition:",[81,12347,12348],{},[45,12349,12350],{},"\"Is not null\".",[45,12352,12353],{},"Connect it to the Link-In node that receives calculated metrics.",[45,12355,12356,12357,8673,12359,12361,12362],{},"Drag a Change node, set ",[152,12358,9177],{},[152,12360,8821],{},", and connect it to a Gauge widget.",[81,12363,12364,12369,12383],{},[45,12365,12366,12367,68],{},"Create a new Group on a new page named ",[86,12368,8716],{},[45,12370,12371,12372,12375,12376,12379,12380,68],{},"Set the page layout to ",[86,12373,12374],{},"Grid",", adjust the range from ",[86,12377,12378],{},"0 to 100",", and label the gauge ",[86,12381,12382],{},"OEE",[45,12384,12385,12386,12389,12390,12393,12394,8601,12397,12400],{},"Choose ",[86,12387,12388],{},"Half Gauge"," as the type, set the style to ",[86,12391,12392],{},"Rounded",", and adjust the width and height to ",[86,12395,12396],{},"6",[86,12398,12399],{},"3"," for both the group and the widget.",[45,12402,12403,12404,4318,12406,12408,12409,12411],{},"Repeat these steps for ",[152,12405,9152],{},[152,12407,9161],{},", and ",[152,12410,9169],{},", ensuring each has a separate Group with the correct label.",[45,12413,12414,12415,12417,12418,8673,12420,174,12422],{},"Drag a Switch node for ",[152,12416,8824],{}," and connect it to a Change node setting ",[152,12419,8824],{},[152,12421,8821],{},[81,12423,12424],{},[45,12425,12350],{},[45,12427,12428,12429,4318,12431,4318,12433,12408,12436,12438],{},"Repeat this step for ",[152,12430,9752],{},[152,12432,9863],{},[152,12434,12435],{},"msg.topUnderPerformingMachines",[152,12437,12295],{},", ensuring each has a separate Switch node and Change node.",[45,12440,12441,12442,12444,12445,12448,12449,12452,12453,12456,12457,8601,12460,12463,12464,68],{},"Drag a Bar Chart widget, create a new Group, set the width to ",[86,12443,12396],{}," and height to ",[86,12446,12447],{},"8"," for both the group and widget, label it ",[86,12450,12451],{},"Production Data",", group data by ",[86,12454,12455],{},"Stacks",", and map ",[86,12458,12459],{},"X to series",[86,12461,12462],{},"Y to units",". Connect it to the node setting ",[152,12465,8824],{},[45,12467,12468,12469,12471,12472,8601,12475,12478,12479,8673,12481,68],{},"Duplicate the chart for ",[86,12470,9415],{},", mapping ",[86,12473,12474],{},"X to downtime_reason",[86,12476,12477],{},"Y to downtime_duration_minutes",", and connect it to the node setting ",[152,12480,9752],{},[152,12482,8821],{},[45,12484,12485,12486,12488,12489,12448,12491,12494,12495,12497,12498],{},"Drag a Table widget, create a new Group, set width ",[86,12487,12396],{}," and height ",[86,12490,5278],{},[86,12492,12493],{},"Recent Downtime Events",", set max rows to ",[86,12496,5715],{},", and add columns with keys:",[81,12499,12500,12504,12509,12513],{},[45,12501,12502],{},[152,12503,10053],{},[45,12505,12506],{},[152,12507,12508],{},"downtime_start",[45,12510,12511],{},[152,12512,10534],{},[45,12514,12515],{},[152,12516,9574],{},[45,12518,12519,12520,8673,12523,68],{},"Connect it to the node setting ",[152,12521,12522],{},"msg.recent_downtime",[152,12524,8821],{},[45,12526,12527,12528,12530,12531],{},"Duplicate the table for ",[86,12529,9880],{},", adding columns with keys:",[81,12532,12533,12537,12541],{},[45,12534,12535],{},[152,12536,10053],{},[45,12538,12539],{},[152,12540,10136],{},[45,12542,12543],{},[152,12544,10899],{},[45,12546,12547,12548,68],{},"Connect it to ",[152,12549,12435],{},[45,12551,12552,12553,12488,12555,12448,12557,12560,12561,12564,12565,12456,12568,8601,12573,12578,12579,8673,12581,68],{},"Drag a Line Chart widget, create a new Group, set width ",[86,12554,8684],{},[86,12556,5715],{},[86,12558,12559],{},"Daily OEE Trend Over 24 Hours",", set X-axis to ",[86,12562,12563],{},"Timescale",", format ",[86,12566,12567],{},"Y-l-d",[86,12569,12570,12571],{},"X to ",[152,12572,1738],{},[86,12574,12575,12576],{},"Y to ",[152,12577,10899],{},". Connect it to the Change node setting ",[152,12580,12295],{},[152,12582,8821],{},[45,12584,8707,12585,68],{},[86,12586,8593],{},[45,12588,12589],{},"Open the dashboard by clicking the Dashboard 2.0 button located at the top-right corner of the Dashboard 2.0 sidebar.",[12,12591,12592,12596],{},[8625,12593],{"alt":12594,"dataZoomable":150,"src":12595},"OEE Dashboard UI flow","\u002Fblog\u002F2025\u002F04\u002Fimages\u002Foee-dashboard.png",[8613,12597,12594],{},[12,12599,12600],{},"Your OEE dashboard is now set up and ready to use. It will visualize key metrics, including OEE, quality, availability, performance, production data, downtime events, and machine performance trends.",[12,12602,12603,12607],{},[8625,12604],{"alt":12605,"dataZoomable":150,"src":12606},"OEE Dashboard results without proper theming and styling","\u002Fblog\u002F2025\u002F04\u002Fimages\u002Foee-dashboard-without-style.png",[8613,12608,12609],{},"OEE Dashboard results without proper theming and styling.",[12,12611,12612,12615],{},[8625,12613],{"alt":12605,"dataZoomable":150,"src":12614},"\u002Fblog\u002F2025\u002F04\u002Fimages\u002Foee-dashboard-without-style-2.png",[8613,12616,12605],{},[12,12618,12619],{},"However, the dashboard may not yet look exactly as it did in the previous design or intended layout. Some components may not align correctly with adjacent components in terms of width and height. Additionally, on different screens, you may notice layout inconsistencies, and the top header elements, such as the OEE Dashboard title and logo is missing.",[12,12621,12622],{},"Do not worry, in the next part of this series, we will style the dashboard to match the original design. Later, we will demonstrate how to connect it to a real data source, scale it across your production lines, and explain how you can use this dashboard to improve production efficiency.",[34,12624,12626],{"id":12625},"what-next","What Next?",[12,12628,14,12629,12632,12633,12637,12638,68],{},[16,12630,12631],{"href":137},"Part 3, we design and scale the dashboard for factory screens",": theming it for the shop floor, making the layout responsive, connecting it to a real data source, and scaling it across production lines. In the meantime, if you’re excited to quickly launch your OEE dashboard in your factory environment, don’t delay! ",[16,12634,12636],{"href":92,"rel":12635},[25],"Register for a FlowFuse account"," now and initiate your journey with our new effective, ready-made ",[16,12639,12641],{"href":12640},"\u002Fblueprints\u002Fmanufacturing\u002Foee-dashboard\u002F","OEE Dashboard Blueprint",[12,12643,12644,12645,12648,12649,68],{},"Missed the start? ",[16,12646,12647],{"href":18},"Part 1 explains what an OEE dashboard is and how to plan one",". 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Debug one device and roll out improvements to your fleet in minutes, securely without requiring full device access for your whole organisation.",{"edge":9996,"hub":12735,"fleet":9996},{"id":12967,"title":12968,"description":12969,"docsLink":12970,"tiers":12971},"device-group-management","Device Group Management","Logically group devices assigned to an application and integrate device groups into your DevOps Pipeline for coordinated fleet updates.","\u002Fdocs\u002Fuser\u002Fdevice-groups\u002F",{"edge":9996,"hub":12735,"fleet":9996},{"id":12973,"title":12974,"description":12975,"docsLink":12976,"tiers":12977},"high-availability","High Availability","Leverage horizontal scaling for reliable and scalable processing of your data through Node-RED.","\u002Fdocs\u002Fuser\u002Fhigh-availability\u002F",{"edge":12735,"hub":9996,"fleet":12735},{"id":12979,"title":12980,"description":12981,"tiers":12982},"performance-monitoring","Performance Monitoring & Alerts","Track CPU, memory, and event loop performance across your instances and devices, with email alerts when something needs your attention.",{"edge":9996,"hub":9996,"fleet":9996},{"id":12984,"title":12985,"description":12986,"docsLink":12987,"subfeature":9996,"showOnPricing":12735,"tiers":12988},"instance-monitoring","Instance Monitoring","Enable alerts to be sent via email when your Node-RED instances encounter issues.","\u002Fdocs\u002Fuser\u002Finstance-settings\u002F#alerts",{"edge":9996,"hub":9996,"fleet":9996},{"id":12990,"title":12991,"subfeature":9996,"showOnPricing":12735,"tiers":12992},"email-alerts","Email Alerts",{"edge":9996,"hub":9996,"fleet":9996},{"id":12994,"title":12995,"showOnPricing":12735,"tiers":12996},"api-debug-length-limit","API\u002FDebug Length Limit",{"edge":9996,"hub":9996,"fleet":9996},{"id":12998,"title":12999,"tiers":13000},"protected-instances","Protected Instances",{"edge":12735,"hub":9996,"fleet":12735},{"id":13002,"title":13003,"features":13004},"govern-secure","Govern and Secure",[13005,13014,13020,13026,13031,13037,13043,13049,13057,13063,13069,13075],{"id":13006,"title":13007,"description":13008,"docsLink":13009,"changelog":13010,"tiers":13013},"single-sign-on","Single Sign-On (SSO)","Configure FlowFuse to work with your own SSO provider, allowing users to access FlowFuse with a single set of login credentials.","\u002Fdocs\u002Fadmin\u002Fsso\u002F",[13011],{"url":13012,"release":12786},"\u002Fchangelog\u002F2026\u002F07\u002Fapplication-sso-groups\u002F",{"edge":9996,"hub":9996,"fleet":9996},{"id":13015,"title":13016,"description":13017,"docsLink":13018,"tiers":13019},"two-factor-authentication","Two-Factor Authentication","Two-factor authentication adds an extra layer of security to your FlowFuse account.","\u002Fdocs\u002Fuser\u002Fuser-settings\u002F#two-factor-authentication",{"edge":9996,"hub":9996,"fleet":9996},{"id":13021,"title":13022,"description":13023,"docsLink":13024,"tiers":13025},"certified-nodes-it","Certified Nodes - IT","IT certified node bundle includes: Redis, MQTT, HTTP Request, AI nodes (Gemini, Claude, ChatGPT, Ollama), MCP Server","\u002Fblog\u002F2025\u002F07\u002Fcertified-nodes-v2\u002F",{"edge":12735,"hub":9996,"fleet":9996},{"id":13027,"title":13028,"description":13029,"tiers":13030},"certified-nodes-ot","Certified OT Connections - OPC-UA, Modbus, etc.","OT certified node bundle includes: OPC-UA, Modbus TCP & RTU, RTSP, EtherNet\u002FIP, AI nodes (Gemini, Claude, ChatGPT, Ollama), MCP Server",{"edge":9996,"hub":12735,"fleet":12735},{"id":13032,"title":13033,"description":13034,"docsLink":13035,"tiers":13036},"audit-log","Audit Log","Keep track of everything going on in your Node-RED instances and FlowFuse. Audit Logs provide details on what actions have taken place, when they happened, and who did them.","\u002Fdocs\u002Fuser\u002Flogs\u002F#audit-log",{"edge":9996,"hub":9996,"fleet":9996},{"id":13038,"title":13039,"description":13040,"docsLink":13041,"tiers":13042},"role-based-access-control","Role-Based Access Control","Control who can do what at both the team and application level, from viewers to admins.","\u002Fdocs\u002Fuser\u002Frole-based-access-control\u002F",{"edge":9996,"hub":9996,"fleet":9996},{"id":13044,"title":13045,"description":13046,"docsLink":13047,"subfeature":9996,"showOnPricing":12735,"tiers":13048},"application-level-rbac","Application-Level RBAC","Fine-grained access control per application, allowing team members to have different permission levels across different applications without requiring separate teams.","\u002Fdocs\u002Fuser\u002Frole-based-access-control\u002F#application-level-rbac",{"edge":9996,"hub":9996,"fleet":9996},{"id":13050,"title":13051,"description":13052,"changelog":13053,"subfeature":9996,"showOnPricing":12735,"tiers":13056},"scoped-personal-access-tokens","Scoped Personal Access Tokens","Restrict a Personal Access Token to specific teams, limit it to read-only operations, or control whether it carries admin privileges.",[13054],{"url":13055,"release":12786},"\u002Fchangelog\u002F2026\u002F07\u002Fscoped-pats\u002F",{"edge":9996,"hub":9996,"fleet":9996},{"id":13058,"title":13059,"description":13060,"docsLink":13061,"showOnPricing":12735,"tiers":13062},"team-members","Team Members","Invite multiple team members to collaborate on the same Node-RED flows.","\u002Fdocs\u002Fuser\u002Fteam\u002F#teams",{"edge":9996,"hub":9996,"fleet":9996},{"id":13064,"title":13065,"description":13066,"docsLink":13067,"showOnPricing":12735,"tiers":13068},"endpoint-security","Endpoint Security","Secure HTTP endpoints for hosted Node-RED instances using FlowFuse credentials.","\u002Fdocs\u002Fuser\u002Finstance-settings\u002F#security",{"edge":9996,"hub":9996,"fleet":9996},{"id":13070,"title":13071,"description":13072,"docsLink":13073,"tiers":13074},"baa-for-hipaa","BAA for HIPAA","FlowFuse can sign a Business Associate Agreement to ensure proper safeguarding of protected health information handled on your behalf.","\u002Fhandbook\u002Fsales\u002Fsubscription-agreement-1.5\u002F",{"edge":12735,"hub":9996,"fleet":12735},{"id":13076,"title":13077,"description":13078,"tiers":13079},"sbom","Software Bill of Materials","A complete list of all software components used in your Node-RED instances and hosted applications, including version numbers and license information.",{"edge":12735,"hub":9996,"fleet":12735},{"id":13081,"title":13082,"features":13083},"support","Support",[13084,13089,13093],{"id":13085,"title":13086,"docsLink":13087,"tiers":13088},"installation-support","Installation Support","\u002Fdocs\u002Finstall\u002Fintroduction\u002F#do-you-need-help-installation-service",{"edge":9996,"hub":9996,"fleet":9996},{"id":13090,"title":13091,"showOnPricing":12735,"tiers":13092},"live-chat-support","Live Chat Support",{"edge":9996,"hub":9996,"fleet":9996},{"id":13094,"title":13095,"docsLink":13096,"tiers":13097},"enterprise-support","Enterprise Support","\u002Fdocs\u002Fpremium-support\u002F",{"edge":9996,"hub":9996,"fleet":9996},"feature-catalog","0AnkhTIPCECCwP9NmbTWP5HvRYx4FTSao4lG93-HaWM",[13101,13104,13107,13110,13113,13116,13118,13121,13124,13127,13130,13132,13135,13138,13141,13144,13147,13150,13153,13156,13159,13162,13165,13168,13171,13174,13177,13180,13183,13186,13189,13192,13195,13198,13201,13204,13207,13210,13213,13216,13219,13222,13225,13228,13231,13234,13237,13240,13243,13245,13248,13251,13254,13257,13260,13263,13266,13268,13271,13274,13277,13280,13283,13285,13288,13291,13294,13297,13300,13303,13306,13309,13312,13315,13317,13320,13323,13326,13329,13332,13335,13338,13341,13344,13347,13350,13353,13356,13359,13361,13364,13367,13370,13373,13376,13379,13382,13385,13388,13391,13394,13397,13400,13403,13406,13409,13412,13415,13417,13420,13423,13426,13429,13432,13435,13438,13440,13443,13446,13449,13452,13455,13458,13461,13464,13467,13470,13473,13476,13479,13482,13485,13488,13491,13494,13497,13500,13503,13506,13509,13512,13515,13518,13521,13524,13527,13530,13533,13536,13539,13542,13545,13548,13551,13554,13557,13560,13563,13566,13569,13572,13575,13578,13581,13584,13587,13590,13592,13595,13598,13601,13604,13607,13610,13613,13616,13619,13622,13625,13628,13631],{"path":13102,"title":13103},"\u002Fchangelog\u002F2023\u002F09\u002Fcustom-node-support","Custom Node Support",{"path":13105,"title":13106},"\u002Fchangelog\u002F2023\u002F09\u002Fdevops-actions","DevOps Pipeline with action selection",{"path":13108,"title":13109},"\u002Fchangelog\u002F2023\u002F09\u002Fintroduction-enterprise-tier","Introducing the Enterprise Tier",{"path":13111,"title":13112},"\u002Fchangelog\u002F2023\u002F09\u002Fpipeline-api","API Endpoint for DevOps Pipeline",{"path":13114,"title":13115},"\u002Fchangelog\u002F2023\u002F09\u002Fsnapshots-devices","Usability improvements to Device Management",{"path":13117,"title":12826},"\u002Fchangelog\u002F2023\u002F10\u002Fblueprints",{"path":13119,"title":13120},"\u002Fchangelog\u002F2023\u002F10\u002Fcertified-nodes","Certified Nodes",{"path":13122,"title":13123},"\u002Fchangelog\u002F2023\u002F10\u002Fdevice-snapshot-selection","Enhanced Snapshot Selection",{"path":13125,"title":13126},"\u002Fchangelog\u002F2023\u002F10\u002Fpath-bug-fix","Device Agent path bug fix",{"path":13128,"title":13129},"\u002Fchangelog\u002F2023\u002F10\u002Fresource-alerts","Resource Monitoring in Audit Log",{"path":13131,"title":13016},"\u002Fchangelog\u002F2023\u002F11\u002F2fa",{"path":13133,"title":13134},"\u002Fchangelog\u002F2023\u002F11\u002Fdefault-editor","Device Editor enabled by default",{"path":13136,"title":13137},"\u002Fchangelog\u002F2023\u002F11\u002Fdevices-in-pipelines","Devices in DevOps Pipelines",{"path":13139,"title":13140},"\u002Fchangelog\u002F2023\u002F11\u002Fproject-nodes-devices","Project Nodes for Devices",{"path":13142,"title":13143},"\u002Fchangelog\u002F2023\u002F12\u002Fbilling","No Credit Card required for billing",{"path":13145,"title":13146},"\u002Fchangelog\u002F2023\u002F12\u002Fblueprint-selection","Blueprint Selection Update",{"path":13148,"title":13149},"\u002Fchangelog\u002F2023\u002F12\u002Fdevice-groups","Device Groups",{"path":13151,"title":13152},"\u002Fchangelog\u002F2023\u002F12\u002Femail-alerting-node-red-crash","Email Alerts for Audit Log Events",{"path":13154,"title":13155},"\u002Fchangelog\u002F2023\u002F12\u002Fnode-red-updated","Node-RED 3.1.3 now available",{"path":13157,"title":13158},"\u002Fchangelog\u002F2024\u002F01\u002Fdevice-audit-log","Introducing the Device Auditlog Feature",{"path":13160,"title":13161},"\u002Fchangelog\u002F2024\u002F01\u002Fdevice-groups-snapshot","Device Groups - Automatic snapshot assignment",{"path":13163,"title":13164},"\u002Fchangelog\u002F2024\u002F01\u002Ffleet-mode","Renaming \"Default Device Mode\" to \"Fleet Mode\"",{"path":13166,"title":13167},"\u002Fchangelog\u002F2024\u002F01\u002Fhelm-v2","Helm Chart v2.0",{"path":13169,"title":13170},"\u002Fchangelog\u002F2024\u002F01\u002Fnew-blueprints","New Blueprints added",{"path":13172,"title":13173},"\u002Fchangelog\u002F2024\u002F01\u002Fsecurity-updates","Security Updates",{"path":13175,"title":13176},"\u002Fchangelog\u002F2024\u002F01\u002Fsso-team-membership","Managing Team Membership via SSO",{"path":13178,"title":13179},"\u002Fchangelog\u002F2024\u002F01\u002Fstreamlined-device-assignment","Streamlined Device assignment",{"path":13181,"title":13182},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-auto-snapshot","Device Auto Snapshots",{"path":13184,"title":13185},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-instance-audit-logs","Device Instance Audit Logging",{"path":13187,"title":13188},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-onboarding-improvements","Device Onboarding Improvements",{"path":13190,"title":13191},"\u002Fchangelog\u002F2024\u002F02\u002Fdevice-pricing-change","Pricing change for Devices",{"path":13193,"title":13194},"\u002Fchangelog\u002F2024\u002F02\u002Finstance-auto-snapshots","Instance Auto Snapshots",{"path":13196,"title":13197},"\u002Fchangelog\u002F2024\u002F02\u002Fpostgresql-upgrade","PostgreSQL Version update",{"path":13199,"title":13200},"\u002Fchangelog\u002F2024\u002F03\u002Fbearer-token-authentication","Bearer Token Authentication for Node-RED Instances",{"path":13202,"title":13203},"\u002Fchangelog\u002F2024\u002F03\u002Finstance-protection-mode","Instance Protection Mode",{"path":13205,"title":13206},"\u002Fchangelog\u002F2024\u002F03\u002Flimits-debug-payload","Configure HTTP Payload and Debug Message size",{"path":13208,"title":13209},"\u002Fchangelog\u002F2024\u002F03\u002Frestart-devices-remotly","Remote Device Restart",{"path":13211,"title":13212},"\u002Fchangelog\u002F2024\u002F04\u002Fcustom-nodes-on-devices","Custom Nodes Support on Devices",{"path":13214,"title":13215},"\u002Fchangelog\u002F2024\u002F04\u002Fdevice-auto-snapshot","Direct Dashboard Access",{"path":13217,"title":13218},"\u002Fchangelog\u002F2024\u002F04\u002Fimproving-device-groups","Improving Device Groups",{"path":13220,"title":13221},"\u002Fchangelog\u002F2024\u002F04\u002Fpricing-change","Pricing change Enterprise & Teams Tier",{"path":13223,"title":13224},"\u002Fchangelog\u002F2024\u002F04\u002Ftougher-rate-limiting","Tougher Rate Limiting on Public Routes",{"path":13226,"title":13227},"\u002Fchangelog\u002F2024\u002F05\u002Finstance-healthcheck","Customizing instance health-check settings",{"path":13229,"title":13230},"\u002Fchangelog\u002F2024\u002F05\u002Flibrary-blueprints","Blueprints added to Library",{"path":13232,"title":13233},"\u002Fchangelog\u002F2024\u002F05\u002Flibrary-flowviewer","Team Library - Flow Viewer",{"path":13235,"title":13236},"\u002Fchangelog\u002F2024\u002F05\u002Fmanaging-node-red-version-on-devices","Managing Node-RED versions on Devices",{"path":13238,"title":13239},"\u002Fchangelog\u002F2024\u002F05\u002Fsnapshot-improvements","Snapshot Improvements",{"path":13241,"title":13242},"\u002Fchangelog\u002F2024\u002F05\u002Fsnapshot-improvements-pt3","Snapshot Upload",{"path":13244,"title":13242},"\u002Fchangelog\u002F2024\u002F05\u002Fsnapshot-upload",{"path":13246,"title":13247},"\u002Fchangelog\u002F2024\u002F06\u002Fdevice-agent-proxy-support","Running the Device Agent behind an HTTP proxy",{"path":13249,"title":13250},"\u002Fchangelog\u002F2024\u002F06\u002Flibrary-blueprints","Custom hostnames for your instances",{"path":13252,"title":13253},"\u002Fchangelog\u002F2024\u002F06\u002Fmultiline-env-vars","Multi-line Environment Variables",{"path":13255,"title":13256},"\u002Fchangelog\u002F2024\u002F06\u002Fsnapshot-flow-compare","Compare Snapshots flows",{"path":13258,"title":13259},"\u002Fchangelog\u002F2024\u002F07\u002Fapplications-search","Applications Search",{"path":13261,"title":13262},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-group-clear-snapshot","Device Groups Snapshots",{"path":13264,"title":13265},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-management-bulk-delete","Managing devices",{"path":13267,"title":13265},"\u002Fchangelog\u002F2024\u002F07\u002Fdevice-management-bulk-move",{"path":13269,"title":13270},"\u002Fchangelog\u002F2024\u002F07\u002Fedit-snapshots","Edit Snapshots",{"path":13272,"title":13273},"\u002Fchangelog\u002F2024\u002F07\u002Fflowfuse-assistant","The FlowFuse Expert",{"path":13275,"title":13276},"\u002Fchangelog\u002F2024\u002F07\u002Fflowfuse-assistant-json","FlowFuse Expert Writes JSON",{"path":13278,"title":13279},"\u002Fchangelog\u002F2024\u002F07\u002Fimmersive-editor","Immersive Editor Experience",{"path":13281,"title":13282},"\u002Fchangelog\u002F2024\u002F07\u002Fnotifications-inbox","Notifications Inbox",{"path":13284,"title":13282},"\u002Fchangelog\u002F2024\u002F07\u002Fnotifications-update",{"path":13286,"title":13287},"\u002Fchangelog\u002F2024\u002F07\u002Fpersistent-storage","Persistent Storage on FlowFuse Cloud",{"path":13289,"title":13290},"\u002Fchangelog\u002F2024\u002F07\u002Fsso","Single Sign On Updates",{"path":13292,"title":13293},"\u002Fchangelog\u002F2024\u002F08\u002Fbill-of-materials","Bill of Materials",{"path":13295,"title":13296},"\u002Fchangelog\u002F2024\u002F08\u002Fenterprise-license-update","Enforcing Enterprise Restrictions",{"path":13298,"title":13299},"\u002Fchangelog\u002F2024\u002F08\u002Fldap-sso-groups","LDAP Single Sign On Updates",{"path":13301,"title":13302},"\u002Fchangelog\u002F2024\u002F08\u002Fstatic-file-service-navigation-visibility","Static File Service Navigation and Visibility",{"path":13304,"title":13305},"\u002Fchangelog\u002F2024\u002F10\u002Fdevice-group-env-vars","Environment Variables for your Device Groups",{"path":13307,"title":13308},"\u002Fchangelog\u002F2024\u002F10\u002Fmqtt-service","MQTT Broker Service",{"path":13310,"title":13311},"\u002Fchangelog\u002F2024\u002F10\u002Fnotifications-bulk-actions","Managing Notifications",{"path":13313,"title":13314},"\u002Fchangelog\u002F2024\u002F10\u002Fsnapshot-download-upload-options","Snapshot Upload and Download Improvements",{"path":13316,"title":12955},"\u002Fchangelog\u002F2024\u002F10\u002Fversion-history-timeline",{"path":13318,"title":13319},"\u002Fchangelog\u002F2024\u002F11\u002Faudit-log-hierarchy","Audit logs show hierarchical events",{"path":13321,"title":13322},"\u002Fchangelog\u002F2024\u002F11\u002Fdevice-agent-release","Device Agent 3.0 released",{"path":13324,"title":13325},"\u002Fchangelog\u002F2024\u002F11\u002Fmqtt-topic-hierarchy","MQTT Topic Hierarchy view",{"path":13327,"title":13328},"\u002Fchangelog\u002F2024\u002F11\u002Fteam-search","Team-wide search",{"path":13330,"title":13331},"\u002Fchangelog\u002F2024\u002F12\u002Fdashboad-iframe","Allow Dashboards to be embedded in iFrames",{"path":13333,"title":13334},"\u002Fchangelog\u002F2024\u002F12\u002Fdevice-editor-cache","Device Editor Access Speed Up",{"path":13336,"title":13337},"\u002Fchangelog\u002F2024\u002F12\u002Fteam-bom-timeline","Team BOM and Pipeline Views",{"path":13339,"title":13340},"\u002Fchangelog\u002F2025\u002F01\u002Ffree-tier-onboarding","New Onboarding Tour for Free Tier Users",{"path":13342,"title":13343},"\u002Fchangelog\u002F2025\u002F01\u002Fhidden-env-vars","Hidden Environment Variables",{"path":13345,"title":13346},"\u002Fchangelog\u002F2025\u002F01\u002Fimproved-diagnostics","Improved Diagnostics",{"path":13348,"title":13349},"\u002Fchangelog\u002F2025\u002F01\u002Fteam-level-groups","Team level view of Groups",{"path":13351,"title":13352},"\u002Fchangelog\u002F2025\u002F02\u002Fadditional-device-version-history-events","New Remote Instances Version History Events",{"path":13354,"title":13355},"\u002Fchangelog\u002F2025\u002F02\u002Fbroker-error-feedback","Improved Broker Connection Feedback",{"path":13357,"title":13358},"\u002Fchangelog\u002F2025\u002F02\u002Fdevice-agent-updates","FlowFuse User 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Feature",{"path":13430,"title":13431},"\u002Fchangelog\u002F2025\u002F06\u002Fteam-performance-view","Instance Performance View",{"path":13433,"title":13434},"\u002Fchangelog\u002F2025\u002F06\u002Fui-refresh","Navigation UI Refresh",{"path":13436,"title":13437},"\u002Fchangelog\u002F2025\u002F07\u002Fbrowse-node-red-flows","Browse for Node-RED Flows During Remote Instance Setup",{"path":13439,"title":121},"\u002Fchangelog\u002F2025\u002F07\u002Fflowfuse-tables",{"path":13441,"title":13442},"\u002Fchangelog\u002F2025\u002F07\u002Fimport-blueprints","Import blueprints directly into your existing instances",{"path":13444,"title":13445},"\u002Fchangelog\u002F2025\u002F07\u002Fsimplified-applications-overview","Simplified Applications Page with Summary Tiles",{"path":13447,"title":13448},"\u002Fchangelog\u002F2025\u002F07\u002Fsmart-suggestions","Smart Suggestions",{"path":13450,"title":13451},"\u002Fchangelog\u002F2025\u002F07\u002Fteam-to-pro-plan-rename","Team Plan Renamed to Pro 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Understanding Manufacturing's Most Misunderstood Role","2026-01-13",[12705],{"path":13998,"title":13999,"date":14000,"tags":14001},"\u002Fblog\u002F2026\u002F01\u002Fhow-to-integrate-node-red-with-git","Integrating Git within Node-RED Workflow with FlowFuse","2026-01-06",[12705],{"path":14003,"title":14004,"date":14005,"tags":14006},"\u002Fblog\u002F2026\u002F01\u002Fnode-red-history-community-industrial-iot-flowfuse","The Node-RED Story: How Visual Programming Escaped the Lab and Conquered Industry","2026-01-05",[13725],{"path":14008,"title":14009,"date":14010,"tags":14011},"\u002Fblog\u002F2025\u002F12\u002Fwhat-is-mttf","Mean Time to Failure (MTTF): Formula, Calculation, MTTF vs MTBF vs MTTR, and More","2025-12-29",[12705],{"path":14013,"title":14014,"date":14015,"tags":14016},"\u002Fblog\u002F2025\u002F12\u002Fwhat-is-plc","What Is a PLC (Programmable Logic Controller)? What It Does, How It Works, and Where It's Used","2025-12-26",[12705,13747],{"path":14018,"title":14019,"date":14020,"tags":14021},"\u002Fblog\u002F2025\u002F12\u002Fnode-red-timer","Node-RED Timer Tutorial: Create Stopwatch and Countdown Timers","2025-12-24",[13725],{"path":14023,"title":14024,"date":14025,"tags":14026},"\u002Fblog\u002F2025\u002F12\u002Ffive-whys-root-cause-analysis-definition-examples","Five Whys Root Cause Analysis: Definition, Steps & Examples (2026)","2025-12-22",[12705],{"path":14028,"title":14029,"date":14030,"tags":14031},"\u002Fblog\u002F2025\u002F12\u002Fwhat-is-teep","What is TEEP? 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Outages","2025-11-21",[12705,13747],{"path":14074,"title":14075,"date":14076,"tags":14077},"\u002Fblog\u002F2025\u002F11\u002Fflowfuse-release-2-24","FlowFuse 2.24: FlowFuse Expert in the Node-RED Editor, Scheduled Updates, Simpler Edge Device Addition, Store and Forward Blueprint, and what's next!","2025-11-20",[12705,13673,13674,13805],{"path":14079,"title":14080,"date":14081,"tags":14082},"\u002Fblog\u002F2025\u002F11\u002Fbuilding-hmi-for-equipment-control","Building a Web HMI for Factory Equipment Control","2025-11-19",[12705,13747],{"path":14084,"title":14085,"date":14086,"tags":14087},"\u002Fblog\u002F2025\u002F11\u002Fflowfuse+llm+mcp-equals-text-driven-operations","FlowFuse + LLM + MCP = Text Driven Operations","2025-11-12",[12705,13725,13805],{"path":14089,"title":14090,"date":14091,"tags":14092},"\u002Fblog\u002F2025\u002F11\u002Fbuilding-label-scanner-with-flowfuse","Building a Label Scanner with FlowFuse for Product Labels & Serial Numbers","2025-11-11",[12705],{"path":14094,"title":14095,"date":14096,"tags":14097},"\u002Fblog\u002F2025\u002F11\u002Fcsv-mqtt-database-dashboard-flowfuse","How to Ingest CSV Logs into MQTT, Databases, and Dashboards","2025-11-10",[12705,13758],{"path":14099,"title":14100,"date":14101,"tags":14102},"\u002Fblog\u002F2025\u002F11\u002Fptc-kepware-thingworx-divestment","The Industrial IoT Market Shift: What the PTC Divestment Means for Your Data Strategy","2025-11-06",[12705,13725,14103,14104,14105],"kepware","thingworx","industrial-iot",{"path":14107,"title":14108,"date":14109,"tags":14110},"\u002Fblog\u002F2025\u002F10\u002Fplc-to-mqtt-using-flowfuse","How to Connect Any PLC to MQTT in Under an Hour","2025-10-27",[12705,13825,13758,13747],{"path":14112,"title":14113,"date":14114,"tags":14115},"\u002Fblog\u002F2025\u002F10\u002Fflowfuse-release-2-23","FlowFuse 2.23: MCP and ONNX nodes, FlowFuse AI Expert on the homepage, Application-level Permission Control, FlowFuse Expert for Self-Hosted, and more!","2025-10-23",[12705,13673,13674,13805],{"path":14117,"title":14118,"date":14119,"tags":14120},"\u002Fblog\u002F2025\u002F10\u002Fhow-to-log-plc-data-csv-files","How to Log PLC Data to CSV Files","2025-10-22",[12705,13747],{"path":14122,"title":14123,"date":14124,"tags":14125},"\u002Fblog\u002F2025\u002F10\u002Fintroducing-flowfuse-expert","Introducing FlowFuse Expert","2025-10-16",[12705,14126],"AI",{"path":14128,"title":14129,"date":14130,"tags":14131},"\u002Fblog\u002F2025\u002F10\u002Fbuilding-mcp-server-using-flowfuse","Building MCP Servers for AI Agent Integration in Node-RED with FlowFuse","2025-10-14",[12705,14126],{"path":14133,"title":14134,"date":14135,"tags":14136},"\u002Fblog\u002F2025\u002F10\u002Fai-on-flowfuse","MCP and Custom AI Models on FlowFuse!","2025-10-13",[12705,13725,13667,13805],{"path":14138,"title":14139,"date":14140,"tags":14141},"\u002Fblog\u002F2025\u002F10\u002Fcustom-onnx-model","Deploy Custom-Trained AI Models: Using ONNX with 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FlowFuse","2025-10-08",[12705],{"path":14161,"title":14162,"date":14163,"tags":14164},"\u002Fblog\u002F2025\u002F10\u002Fopen-ai-agent-builder-versus-flowfuse","OpenAI's AgentKit or FlowFuse: Choosing the Right Low-Code App for Your Needs","2025-10-07",[12705,13640,13805],{"path":14166,"title":14167,"date":14168,"tags":14169},"\u002Fblog\u002F2025\u002F09\u002Fusing-modbus-with-flowfuse","Modbus RTU (RS485\u002FRS422\u002FRS232) Communications with FlowFuse","2025-09-26",[12705,13825],{"path":14171,"title":14172,"date":14173,"tags":14174},"\u002Fblog\u002F2025\u002F09\u002Fflowfuse-release-2-22","FlowFuse 2.22: FlowFuse Expert for node editing, FlowFuse Broker schema autodetection, Improved Snapshots Interface, eCharts enablement, and FlowFuse Dashboard Updates","2025-09-25",[12705,13673,13674],{"path":14176,"title":14177,"date":14173,"tags":14178},"\u002Fblog\u002F2025\u002F09\u002Fwhat-is-takt-time","Takt Time: Definition, Formula, How to Calculate with Examples & More [2026 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CI\u002FCD Tasks","2025-08-29",[12705],{"path":14227,"title":14228,"date":14229,"tags":14230},"\u002Fblog\u002F2025\u002F08\u002Fflowfuse-release-2-21","FlowFuse 2.21: AI-Assisted SQL, Low-Code Custom Nodes, and Remote Instance Performance Insights","2025-08-28",[12705,13673,13674,13805],{"path":14232,"title":14233,"date":14229,"tags":14234},"\u002Fblog\u002F2025\u002F08\u002Fpareto-chart-manufacturing-guide","Pareto Chart & Diagram: What It Is, Formula, Examples & Manufacturing Applications",[12705],{"path":14236,"title":14237,"date":14238,"tags":14239},"\u002Fblog\u002F2025\u002F08\u002Fannual_billing","Save with FlowFuse Annual Billing – Now Available!","2025-08-22",[12705,13673],{"path":14241,"title":14242,"date":14238,"tags":14243},"\u002Fblog\u002F2025\u002F08\u002Forchestrating-virtual-power-plants-low-code-platforms","Orchestrating Virtual Power Plants: How Low-Code Platforms Bridge the Gap",[12705],{"path":14245,"title":14246,"date":14247,"tags":14248},"\u002Fblog\u002F2025\u002F08\u002Ftime-series-dashboard-flowfuse-postgresql","Building Historical Data Dashboard with FlowFuse Tables","2025-08-21",[12705],{"path":14250,"title":14251,"date":14252,"tags":14253},"\u002Fblog\u002F2025\u002F08\u002Fopen-source-software-and-manufacturing","Winning Through Open-Source Software in Manufacturing Digitalization","2025-08-20",[12705,13725],{"path":14255,"title":14256,"date":14257,"tags":14258},"\u002Fblog\u002F2025\u002F08\u002Fadvanced-opcua-real-time-subscriptions-alarms-historical-data","OPC UA Tutorial: Advanced Monitoring with Subscriptions, Alarms, and Historical Data","2025-08-14",[12705,13736],{"path":14260,"title":14261,"date":14262,"tags":14263},"\u002Fblog\u002F2025\u002F08\u002Fflowfuse-why-pricing-matters","The Evolution of Business Automation: Why Pricing Models Matter","2025-08-08",[12705],{"path":14265,"title":14266,"date":14262,"tags":14267},"\u002Fblog\u002F2025\u002F08\u002Fgetting-started-with-flowfuse-tables","FlowFuse's New Database: The Easiest Way to Store Industrial IoT Data",[12705],{"path":14269,"title":14270,"date":14271,"tags":14272},"\u002Fblog\u002F2025\u002F07\u002Fflowfuse-release-2-20","FlowFuse 2.20: AI-Assisted Node-RED & New Database Service","2025-07-31",[12705,13673,13674,13805],{"path":14274,"title":14275,"date":14276,"tags":14277},"\u002Fblog\u002F2025\u002F07\u002Fflowfuse-ai-assistant-better-node-red-manufacturing","FlowFuse Expert: Let Your Engineers Build Automation, Not Write Code","2025-07-29",[12705],{"path":14279,"title":14280,"date":14281,"tags":14282},"\u002Fblog\u002F2025\u002F07\u002Fquality-control-automation-spc-charts","Statistical Process Control (SPC): Benefits and Implementation 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FlowFuse",[12705,14302],"mes",{"path":14304,"title":14305,"date":14306,"tags":14307},"\u002Fblog\u002F2025\u002F07\u002Fcertified-nodes-v2","Curated Node-RED Integrations: FlowFuse Certified Nodes 2.0","2025-07-01",[12705,13725,14308,14309],"certified-nodes","developers",{"path":14311,"title":14312,"date":14313,"tags":14314},"\u002Fblog\u002F2025\u002F06\u002Fbuilding-andon-task-manager-dashboard-with-ff","Part 2: Building an Andon Task Manager with FlowFuse","2025-06-26",[12705],{"path":14316,"title":14317,"date":14318,"tags":14319},"\u002Fblog\u002F2025\u002F06\u002Fshop-floor-kpis-for-mes","What to Measure on the Shop Floor: Factory KPIs Your MES Should Deliver","2025-06-20",[12705,14302],{"path":14321,"title":14322,"date":14323,"tags":14324},"\u002Fblog\u002F2025\u002F06\u002Fstructuring-storing-data-mes-integration","Structuring and Storing Data for Effective MES 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FlowFuse",[12705,13673,14344],"funding",{"path":14346,"title":14347,"date":14348,"tags":14349},"\u002Fblog\u002F2025\u002F06\u002Fflowfuse-release-2-18","FlowFuse 2.18: Smarter Monitoring, AI Integration, Improved DevOps, and a preview of exciting things to come","2025-06-05",[12705,13673,13674,13805],{"path":14351,"title":14352,"date":14348,"tags":14353},"\u002Fblog\u002F2025\u002F06\u002Fwhat-is-mes","What Is MES (Manufacturing Execution System)? How It Works, Benefits, and Challenges",[12705,14302],{"path":14355,"title":14356,"date":14357,"tags":14358},"\u002Fblog\u002F2025\u002F06\u002Fconnect-shop-floor-to-odoo-erp-flowfuse","Connect Your Shop Floor to Your ERP – Odoo Edition","2025-06-02",[12705],{"path":14360,"title":14361,"date":14362,"tags":14363},"\u002Fblog\u002F2025\u002F05\u002Fdesigning-flexible-cron-schedules-in-flowfuse-with-node-red","Building a Flexible Node-RED Scheduler with Cron-Plus","2025-05-15",[12705],{"path":14365,"title":14366,"date":14367,"tags":14368},"\u002Fblog\u002F2025\u002F05\u002Fdisplaying-embeded-webpages-on-node-red-dashboard","How to Embed Webpages on the FlowFuse Dashboard","2025-05-13",[12705],{"path":14370,"title":14371,"date":14372,"tags":14373},"\u002Fblog\u002F2025\u002F05\u002Fbuilding-andon-task-manager-with-ff","Part 1: Building an Andon Task Manager with FlowFuse","2025-05-08",[12705],{"path":14375,"title":14376,"date":14372,"tags":14377},"\u002Fblog\u002F2025\u002F05\u002Fflowfuse-release-2-17","FlowFuse 2.17: Easier remote instance onboarding, Dashboard blueprint, PDF generation, and more",[12705,13673,13674],{"path":14379,"title":14380,"date":14381,"tags":14382},"\u002Fblog\u002F2025\u002F05\u002Fhow-to-generate-pdf-reports-using-node-red","How to Generate PDF Reports Using Node-RED in FlowFuse (2026)","2025-05-07",[12705,13662],{"path":14384,"title":14385,"date":14386,"tags":14387},"\u002Fblog\u002F2025\u002F04\u002Fdesign-and-scale-oee-dashboard","How to Design and Scale an OEE Dashboard for Factory Screens","2025-04-16",[12705],{"path":14389,"title":14390,"date":14391,"tags":14392},"\u002Fblog\u002F2025\u002F04\u002Fflowfuse-release-2-16","FlowFuse 2.16: Git Integration, improved log retention and more","2025-04-10",[12705,13673,13674],{"path":12700,"title":5,"date":12680,"tags":14394},[12705],{"path":14396,"title":14397,"date":14398,"tags":14399},"\u002Fblog\u002F2025\u002F04\u002Fwhat-is-an-oee-dashboard","What Is an OEE Dashboard? KPIs, Metrics, and How to Plan One","2025-04-01",[12705],{"path":14401,"title":14402,"date":14403,"tags":14404},"\u002Fblog\u002F2025\u002F03\u002Fmanaging-mqtt-connections-at-scale-in-flowfuse","Managing MQTT Connections at Scale in FlowFuse","2025-03-28",[12705,13758],{"path":14406,"title":14407,"date":14408,"tags":14409},"\u002Fblog\u002F2025\u002F03\u002Fflowfuse-release-2-15","FlowFuse 2.15: Personal Node Collections, Smart Schema Suggestions and more control in DevOps Pipelines!","2025-03-12",[12705,13673,13674],{"path":14411,"title":14412,"date":14413,"tags":14414},"\u002Fblog\u002F2025\u002F02\u002Fmonitoring-system-health-performance-scale-flowfuse","Monitoring Device Health and Performance at Scale with FlowFuse","2025-02-21",[13725,12705],{"path":14416,"title":14417,"date":14418,"tags":14419},"\u002Fblog\u002F2025\u002F02\u002Finteracting-with-arduino-using-node-red","Interacting with Arduino using Node-RED","2025-02-12",[13725],{"path":14421,"title":14422,"date":14423,"tags":14424},"\u002Fblog\u002F2025\u002F02\u002Fflowfuse-release-2-14","FlowFuse 2.14: Announcing Third-Party Broker Integration, UNS Schemas, Enhanced Auth on Remote Instances and more!","2025-02-11",[12705,13673,13674],{"path":14426,"title":14427,"date":14428,"tags":14429},"\u002Fblog\u002F2025\u002F02\u002Fnode-red-academy-announcement","Announcing Node-RED Academy!","2025-02-05",[12705,13725,14430,14431,13673],"education","Node-RED Academy",{"path":14433,"title":14434,"date":14435,"tags":14436},"\u002Fblog\u002F2025\u002F01\u002Fdesigning-topic-hierarchy-for-your-uns","Designing a Clear Topic Structure for Your UNS","2025-01-31",[12705,14437,13758],"unified-namespace",{"path":14439,"title":14440,"date":14441,"tags":14442},"\u002Fblog\u002F2025\u002F01\u002Fhow-to-choose-right-iot-device-management-tool","How to Choose the Right IIoT Device Management Software for Your Business","2025-01-24",[12705],{"path":14444,"title":14445,"date":14446,"tags":14447},"\u002Fblog\u002F2025\u002F01\u002Fwhy-flowfuse-is-complete-toolkit-for-uns","Why FlowFuse is the Complete Toolkit For Building UNS?","2025-01-20",[12705,14448,14437],"flowfuse features",{"path":14450,"title":14451,"date":14452,"tags":14453},"\u002Fblog\u002F2025\u002F01\u002Fintegrating-siemens-s7-plcs-with-node-red-guide","How to Read and Write Siemens S7 PLC Data, A Node-RED Guide (2026)","2025-01-17",[13725,12705,13747,13662],{"path":14455,"title":14456,"date":14457,"tags":14458},"\u002Fblog\u002F2025\u002F01\u002Fflowfuse-release-2-13","FlowFuse 2.13: Remote Instances, UNS Schemas & Improved Management at Scale","2025-01-16",[12705,13673,13674],{"path":14460,"title":14461,"date":14462,"tags":14463},"\u002Fblog\u002F2025\u002F01\u002Fmqtt-frontrunner-for-uns-part-2","MQTT: The Frontrunner for Your UNS Broker - Part 2","2025-01-13",[13758,14464,14437],"uns",{"path":14466,"title":14467,"date":14468,"tags":14469},"\u002Fblog\u002F2025\u002F01\u002Fmqtt-frontrunner-for-uns","MQTT: The Frontrunner for Your UNS Broker - Part 1","2025-01-07",[13758,14464,14437],{"path":14471,"title":14472,"date":14473,"tags":14474},"\u002Fblog\u002F2024\u002F12\u002Fflowfuse-release-2-12","FlowFuse Cloud now available for free!","2024-12-19",[12705,13673,13674],{"path":14476,"title":14477,"date":14478,"tags":14479},"\u002Fblog\u002F2024\u002F12\u002Fwhy-uns-need-data-modeling","Data Modeling: The Key to a Successful Unified Namespace","2024-12-16",[12705,14437,14480],"data modeling",{"path":14482,"title":14483,"date":14484,"tags":14485},"\u002Fblog\u002F2024\u002F12\u002Fflowfuse-team-collaboration","Streamlining Node-RED Collaboration with FlowFuse","2024-12-09",[12705,14448],{"path":14487,"title":14488,"date":14489,"tags":14490},"\u002Fblog\u002F2024\u002F12\u002Fpublishing-modbus-data-to-uns","How to Bridge Modbus to MQTT: Step-by-Step Guide","2024-12-04",[12705,14464,13825],{"path":14492,"title":14493,"date":14494,"tags":14495},"\u002Fblog\u002F2024\u002F11\u002Fbuilding-uns-with-flowfuse","Building a Unified Namespace (UNS) with FlowFuse","2024-11-28",[12705,14437,13758],{"path":14497,"title":14498,"date":14499,"tags":14500},"\u002Fblog\u002F2024\u002F11\u002Fintroducing-industrial-visionaries-podcast","Introducing the Industrial Visionaries Podcast!","2024-11-26",[13640,12705,14501],"Podcast",{"path":14503,"title":14504,"date":14499,"tags":14505},"\u002Fblog\u002F2024\u002F11\u002Fwhy-point-to-point-connection-is-dead","The Death of Point-to-Point: Why You Need a Unified Namespace",[12705,13758,14437],{"path":14507,"title":14508,"date":14509,"tags":14510},"\u002Fblog\u002F2024\u002F11\u002Fgetting-the-most-out-of-mqtt-for-industrial-iot","Getting the Most Out of MQTT for Industrial IoT","2024-11-25",[13667,12705,13758],{"path":14512,"title":14513,"date":14514,"tags":14515},"\u002Fblog\u002F2024\u002F11\u002Fflowfuse-release-2-11","FlowFuse 2.11: MQTT Topic Hierarchy, UI Revamp & Improved Logging","2024-11-21",[13640,12705,13674],{"path":14517,"title":14518,"date":14519,"tags":14520},"\u002Fblog\u002F2024\u002F11\u002Fwhy-pub-sub-in-uns","Why UNS needs Pub\u002FSub","2024-11-19",[12705,13758,14437],{"path":14522,"title":14523,"date":14524,"tags":14525},"\u002Fblog\u002F2024\u002F11\u002Fesp32-with-node-red","Interacting with ESP32 Using Node-RED and MQTT (2026)","2024-11-14",[13725,13662,13758],{"path":14527,"title":14528,"date":14529,"tags":14530},"\u002Fblog\u002F2024\u002F11\u002Fmigrating-from-node-red-to-flowfuse","Migrating from Self-Managed Node-RED to FlowFuse-Managed Node-RED","2024-11-13",[12705,14448],{"path":14532,"title":14533,"date":14534,"tags":14535},"\u002Fblog\u002F2024\u002F11\u002Fdevice-agent-as-service-on-mac","Run FlowFuse Device Agent as a service on MacOS using Docker","2024-11-12",[12705,13662],{"path":14537,"title":14538,"date":14539,"tags":14540},"\u002Fblog\u002F2024\u002F11\u002Fdashboard-new-group-type-app-icon-and-charts","Visual Layout Editor - Now Available in Dashboard","2024-11-08",[13640,13673,12705,13651],{"path":14542,"title":14543,"date":14544,"tags":14545},"\u002Fblog\u002F2024\u002F10\u002Fannouncement-mqtt-broker","MQTT Service Now Available on FlowFuse","2024-10-31",[13640,13673,12705,13725,13758],{"path":14547,"title":14548,"date":14549,"tags":14550},"\u002Fblog\u002F2024\u002F10\u002Fexploring-flowfuse-security-features","FlowFuse Security Features You Didn’t Know You Needed","2024-10-24",[13667,12705,14448,14551],"node-red security",{"path":14553,"title":14554,"date":14549,"tags":14555},"\u002Fblog\u002F2024\u002F10\u002Fflowfuse-release-2-10","FlowFuse 2.10: MQTT Broker, Improved Version Control & More!",[13640,12705,13674],{"path":14557,"title":14558,"date":14559,"tags":14560},"\u002Fblog\u002F2024\u002F10\u002Fmanaging-node-red-instances-in-centralize-platfrom","Transform Chaos into Control: Centralize Node-RED Management with FlowFuse","2024-10-18",[13667,12705],{"path":14562,"title":14563,"date":14564,"tags":14565},"\u002Fblog\u002F2024\u002F10\u002Fexploring-flowfuse-sbom-feature","FlowFuse's Software bills of material helps enhance Application Security and Management","2024-10-14",[13667,12705,14566,14567,14568,14569],"enhancing node-red security","flowfuse software bills of material","Sbom in the industrial applications","sbom open source",{"path":14571,"title":14572,"date":14573,"tags":14574},"\u002Fblog\u002F2024\u002F10\u002Fdashboard-new-group-type-app-icon-and-charts","Dialogs, Customizable Icons and Histograms Now Available in FlowFuse Dashboard","2024-10-11",[13640,13673,12705,13651],{"path":14576,"title":14577,"date":14578,"tags":14579},"\u002Fblog\u002F2024\u002F10\u002Fquick-ways-to-write-functions-in-node-red","Exploring Quick Ways to Write Complex Logic in Function Nodes in Node-RED","2024-10-09",[13640,14580,14581],"node-red function node","node red function node",{"path":14583,"title":14584,"date":14585,"tags":14586},"\u002Fblog\u002F2024\u002F10\u002Fexploring-flowfuse-project-nodes","Using FlowFuse Project Nodes for Faster and More Efficient Communication","2024-10-07",[13667,14587,14588,14589,14590],"flowfuse project nodes","node-red mqtt","node red mqtt","node red communication protocols",{"path":14592,"title":14593,"date":14594,"tags":14595},"\u002Fblog\u002F2024\u002F10\u002Fhow-to-build-automate-devops-pipelines-node-red-deployments","Creating and Automating DevOps Pipelines for Node-RED in Industrial Environments","2024-10-03",[14596,14597,14598],"node-red devops","node red devops","node red devops pipeline",{"path":14600,"title":14601,"date":14602,"tags":14603},"\u002Fblog\u002F2024\u002F09\u002Fflowfuse-release-2-9","FlowFuse 2.9: Software Bill of Materials & Public Static Assets","2024-09-26",[13640,12705,13674],{"path":14605,"title":14606,"date":14602,"tags":14607},"\u002Fblog\u002F2024\u002F09\u002Fnode-red-version-control-with-snapshots","Using Snapshots for Version Control in Node-RED with FlowFuse",[12705],{"path":14609,"title":14610,"date":14611,"tags":14612},"\u002Fblog\u002F2024\u002F09\u002Fhow-to-scrape-web-data-with-node-red","How to Scrape Data from Websites Using Node-RED","2024-09-16",[13725,13662],{"path":14614,"title":14615,"date":14616,"tags":14617},"\u002Fblog\u002F2024\u002F09\u002Fhow-to-use-subflow-in-node-red","How to create and use Subflow in Node-RED (2026)","2024-09-13",[13725,13662],{"path":14619,"title":14620,"date":14621,"tags":14622},"\u002Fblog\u002F2024\u002F08\u002Fflowfuse-2-8-release","FlowFuse 2.8: Static File Service, LDAP Updates & More","2024-08-29",[13640,12705,13674],{"path":14624,"title":14625,"date":14626,"tags":14627},"\u002Fblog\u002F2024\u002F08\u002Fdashboard-new-layout-widgets-and-gauges","New Layout, Widget and Gauges Now Available in FlowFuse Dashboard","2024-08-28",[13640,13673,12705,13651],{"path":14629,"title":14630,"date":14631,"tags":14632},"\u002Fblog\u002F2024\u002F08\u002Fusing-mqtt-sparkplugb-with-node-red","MQTT Sparkplug B Implementation: Protocol, Architecture & Best Practices","2024-08-22",[13640,13725,13758],{"path":14634,"title":14635,"date":14636,"tags":14637},"\u002Fblog\u002F2024\u002F08\u002Fopentelemetry-with-node-red","Monitoring and Optimizing Node-RED Flows with Open Telemetry (2026)","2024-08-15",[13667,13725,14638,13662],"node-red tips",{"path":14640,"title":14641,"date":14642,"tags":14643},"\u002Fblog\u002F2024\u002F08\u002Fopc-ua-to-mqtt-with-node-red","Bridging OPC UA Data to MQTT with Node-RED (2026)","2024-08-13",[13640,13725,13758,13736,13662],{"path":14645,"title":14646,"date":14647,"tags":14648},"\u002Fblog\u002F2024\u002F08\u002Fcustomise-theming-in-your-dashboards","Customise theming in your FlowFuse Dashboard (2026)","2024-08-07",[13640,13651,14649,13662],"dashboard theming",{"path":14651,"title":14652,"date":14653,"tags":14654},"\u002Fblog\u002F2024\u002F08\u002Fcomparing-dashboard-2-with-uibuilder","FlowFuse Dashboard vs UI-Builder: A Comprehensive Comparison","2024-08-06",[13667,13725,13651,14655],"comparing node-red dashboards",{"path":14657,"title":14658,"date":14659,"tags":14660},"\u002Fblog\u002F2024\u002F08\u002Fflowfuse-2-7-release","FlowFuse 2.7: Improved management at scale & AI JSON Editor","2024-08-01",[13640,12705,13674],{"path":14662,"title":14663,"date":14664,"tags":14665},"\u002Fblog\u002F2024\u002F07\u002Fhow-to-setup-sso-ldap-for-the-node-red","How to Set Up SSO LDAP for Node-RED","2024-07-29",[13667,12705,14448,14666],"sso",{"path":14668,"title":14669,"date":14670,"tags":14671},"\u002Fblog\u002F2024\u002F07\u002Fdashboard-new-charts","New Charts Available in FlowFuse Dashboard","2024-07-26",[13640,13673,12705,13651],{"path":14673,"title":14674,"date":14675,"tags":14676},"\u002Fblog\u002F2024\u002F07\u002Fevolution-of-technology-impact-on-job-roles-and-companies","Evolution of Technology: Impact on Job Roles and Companies","2024-07-23",[13640,12705,14677,13805],"low-code",{"path":14679,"title":14680,"date":14681,"tags":14682},"\u002Fblog\u002F2024\u002F07\u002Fbuilding-on-flowfuse-devices","Building on FlowFuse: Remote Device Monitoring","2024-07-17",[13640,13673,13725,12705],{"path":14684,"title":14685,"date":14681,"tags":14686},"\u002Fblog\u002F2024\u002F07\u002Fhow-to-setup-sso-saml-for-the-node-red","How to Set Up SSO SAML for Node-RED",[13667,13725,14551,14666],{"path":14688,"title":14689,"date":14690,"tags":14691},"\u002Fblog\u002F2024\u002F07\u002Fdeploying-flowfuse-with-docker","Deploying FlowFuse with Docker on an Ubuntu server","2024-07-15",[13667,12705,14692],"self hosted",{"path":14694,"title":14695,"date":14696,"tags":14697},"\u002Fblog\u002F2024\u002F07\u002Fcalling-python-script-from-node-red","Calling a Python script from Node-RED (2026)","2024-07-10",[13667,13725,14698,13662],"node red python",{"path":14700,"title":14701,"date":14702,"tags":14703},"\u002Fblog\u002F2024\u002F07\u002Fflowfuse-2-6-release","FlowFuse 2.6: AI Infused Node-RED, Persistent File Storage & Lots More","2024-07-04",[13640,12705,13674,14704,14705,13805,14706,14707,14708],"storage","editor","assistant","blueprint","Node-RED",{"path":14710,"title":14711,"date":14712,"tags":14713},"\u002Fblog\u002F2024\u002F06\u002Fdashboard-1-deprecated","Node-RED Dashboard Formally Deprecated","2024-06-27",[13640,13673,13725,12705,13651,26],{"path":14715,"title":14716,"date":14717,"tags":14718},"\u002Fblog\u002F2024\u002F06\u002Fdashboard-multi-tenancy","Multi-Tenancy available for everyone with FlowFuse's Dashboard 2.0","2024-06-21",[13640,13673,12705,13651],{"path":14720,"title":14721,"date":14717,"tags":14722},"\u002Fblog\u002F2024\u002F06\u002Finteracting-with-google-sheet-from-node-red","Interacting with Google Sheets from Node-RED (2026)",[13640,13725,14723,14724,13662],"node red","google sheet",{"path":14726,"title":14727,"date":14728,"tags":14729},"\u002Fblog\u002F2024\u002F06\u002Fnode-red-4-on-flowfuse-cloud","Node-RED 4: Bringing better collaboration to FlowFuse Cloud","2024-06-20",[13640,12705,14708,14730],"FlowFuse Cloud",{"path":14732,"title":14733,"date":14734,"tags":14735},"\u002Fblog\u002F2024\u002F06\u002Fflowfuse-2-5-release","FlowFuse 2.5: New features to visualize snapshots, LDAP integration, and more","2024-06-06",[13640,12705,13674,14736,14737,14707,14708],"LDAP","snapshot",{"path":14739,"title":14740,"date":14741,"tags":14742},"\u002Fblog\u002F2024\u002F06\u002Fhow-to-use-mqtt-in-node-red","Working with MQTT in Node-RED: Complete Guide (2026)","2024-06-05",[13640,13725,13758,13662],{"path":14744,"title":14745,"date":14746,"tags":14747},"\u002Fblog\u002F2024\u002F05\u002Fexploring-node-red-dashboard-2-widgets","Exploring Node-RED Dashboard 2.0 Widgets","2024-05-27",[13640,13651],{"path":14749,"title":14750,"date":14751,"tags":14752},"\u002Fblog\u002F2024\u002F05\u002Fwhy-you-need-a-low-code-platform","Why you need a low-code platform","2024-05-22",[12705,14677],{"path":14754,"title":14755,"date":14756,"tags":14757},"\u002Fblog\u002F2024\u002F05\u002Fnode-red-mind-stack-with-flowfuse","The MIND stack with Node-RED and FlowFuse Dashboard 2.0","2024-05-14",[13640,12705,14758,14759,14760,14761],"mind","ming","influx","dashboards",{"path":14763,"title":14764,"date":14756,"tags":14765},"\u002Fblog\u002F2024\u002F05\u002Fproduct-strategy-updates","Product Mission Statement and Strategy Updates",[13640,12705],{"path":14767,"title":14768,"date":14769,"tags":14770},"\u002Fblog\u002F2024\u002F05\u002Fmapping-location-on-dashboard-2","Mapping location data within Node-RED Dashboard 2.0. (2026)","2024-05-13",[13640,13651,14771,14772,13662],"fleet tracking","location",{"path":14774,"title":14775,"date":14776,"tags":14777},"\u002Fblog\u002F2024\u002F05\u002Fnode-red-dashboard-2-layout-navigation-styling","Comprehensive guide: Node-RED Dashboard 2.0 layout, sidebar, and styling","2024-05-10",[13640,13651,14778,14779,14780,13662],"flowfuse dashboard","customizing dashboard","dashboard 2.0",{"path":14782,"title":14783,"date":14784,"tags":14785},"\u002Fblog\u002F2024\u002F05\u002Fflowfuse-2-4-release","FlowFuse 2.4: making it easier to work with Snapshots, Blueprints & Devices","2024-05-09",[13640,12705,13674],{"path":14787,"title":14788,"date":14789,"tags":14790},"\u002Fblog\u002F2024\u002F05\u002Funderstanding-node-flow-global-environment-variables-in-node-red","How to Use Variables in Node-RED: Flow, Global, Context & Environment (2026)","2024-05-06",[13640,13725,13662],{"path":14792,"title":14793,"date":14794,"tags":14795},"\u002Fblog\u002F2024\u002F04\u002Fdashboard-milestones-pwa-new-components","Dashboard 2.0: Milestones, PWA and New Components","2024-04-26",[13640,13674,13724,14796,13651,14797,14798,14799,14800],"changelog","node-red Dashboard 2.0","node-red visualization","progressive web app","Vuetify",{"path":14802,"title":14803,"date":14804,"tags":14805},"\u002Fblog\u002F2024\u002F04\u002Fhow-to-build-an-application-with-node-red-dashboard-2","How to Build An Application With Node-RED Dashboard 2.0 (2026)","2024-04-25",[13640,13725,13651,13662],{"path":14807,"title":14808,"date":14809,"tags":14810},"\u002Fblog\u002F2024\u002F04\u002Fflowfuse-dedicated","Introducing FlowFuse Dedicated","2024-04-22",[13640,13725,12705,14811],"dedicated",{"path":14813,"title":14814,"date":14815,"tags":14816},"\u002Fblog\u002F2024\u002F04\u002Fflowfuse-at-hannover-messe-node-red","FlowFuse Gears Up for Hannover Messe","2024-04-11",[13640,12705,13725,14817,14818],"hannover messe","conference announcement",{"path":14820,"title":14821,"date":14822,"tags":14823},"\u002Fblog\u002F2024\u002F04\u002Fnode-red-multiplayer","Node-RED Multiplayer mode","2024-04-10",[13640,12705,13725,14824,14825],"collaborative editing","concurrent editing",{"path":14827,"title":14828,"date":14829,"tags":14830},"\u002Fblog\u002F2024\u002F04\u002Fbuilding-an-admin-panel-in-node-red-with-dashboard-2","How to Build an Admin Dashboard with Node-RED Dashboard 2.0 (2026)","2024-04-08",[13640,14780,14831,14832,13662],"admin dashboard","admin-only page",{"path":14834,"title":14835,"date":14836,"tags":14837},"\u002Fblog\u002F2024\u002F04\u002Fdisplaying-logged-in-users-on-dashboard","Displaying logged in user on Node-RED Dashboard 2.0 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Adoption","2024-03-28",[14861,12705,14862,14863,14864],"News","strategic Partner","Indusstry 4.0","digital Transformation",{"path":14866,"title":14867,"date":14868,"tags":14869},"\u002Fblog\u002F2024\u002F03\u002Fdashboard-getting-started","Getting Started with Node-RED Dashboard 2.0","2024-03-27",[13640,13674,13724,14796,13651,14870,14871],"nodered dashboard beginners guide","nodered dashboard basics",{"path":14873,"title":14874,"date":14875,"tags":14876},"\u002Fblog\u002F2024\u002F03\u002Fhttp-authentication-node-red-with-flowfuse","Securing HTTP Traffic for Node-RED with FlowFuse","2024-03-26",[13640,12705,14877,14878,14879],"http in","http node","api",{"path":14881,"title":14882,"date":14883,"tags":14884},"\u002Fblog\u002F2024\u002F03\u002Fscaling-node-red-devices-vs-flowfuse-instance","Scaling Node-RED with FlowFuse: Differences between a FlowFuse Instance and a Device Instance","2024-03-25",[13640,12705,14885,14886],"device instance","scaling node-red",{"path":14888,"title":14889,"date":14890,"tags":14891},"\u002Fblog\u002F2024\u002F03\u002Fusing-kafka-in-manufacturing","How Kafka is applied in manufacturing","2024-03-15",[13640,13725,14042,14892,14893],"Manufacturing","Real-time data streaming",{"path":14895,"title":14896,"date":14897,"tags":14898},"\u002Fblog\u002F2024\u002F03\u002Fflowfuse-self-hosted-open-source-resource-limits","FlowFuse Open Source Tier Resource Limits","2024-03-14",[13640,12705],{"path":14900,"title":14901,"date":14902,"tags":14903},"\u002Fblog\u002F2024\u002F03\u002Flow-code-is-better","Why Low-Code is Better","2024-03-13",[13640,12705,14677,14904],"citizen development",{"path":14906,"title":14907,"date":14908,"tags":14909},"\u002Fblog\u002F2024\u002F03\u002Flooking-towards-node-red-4","Looking towards Node-RED 4.0 and beyond","2024-03-07",[13640,12705,13725],{"path":14911,"title":14912,"date":14913,"tags":14914},"\u002Fblog\u002F2024\u002F03\u002Finstalling-operating-node-red-behind-firewall","Installing and operating Node-RED behind a firewall","2024-03-06",[13640,12705,13725,14915],"vpn",{"path":14917,"title":14918,"date":14919,"tags":14920},"\u002Fblog\u002F2024\u002F02\u002Fhistory-of-nodered","History of Node-RED","2024-02-28",[13640,12705,14918,14708,14921],"Node Red",{"path":14923,"title":14924,"date":14925,"tags":14926},"\u002Fblog\u002F2024\u002F02\u002Fwhy-citizen-development-platforms","Citizen Development: Unleashing Domain Experts","2024-02-26",[13640,12705,14927],"citizen-development",{"path":14929,"title":14930,"date":14931,"tags":14932},"\u002Fblog\u002F2024\u002F02\u002Ftaking-it-further-with-node-red","Storing Data: Getting Started with Node-RED","2024-02-19",[13640,13725,13662],{"path":14934,"title":14935,"date":14936,"tags":14937},"\u002Fblog\u002F2024\u002F02\u002Fnode-red-unified-namespace-architecture","Node-RED in a Unified Namespace Architecture","2024-02-14",[13640,12705,14437],{"path":14939,"title":14940,"date":14941,"tags":14942},"\u002Fblog\u002F2024\u002F02\u002Fconnect-node-red-to-kepware-opc","Connect Node-RED to KepserverEX OPC server.","2024-02-12",[13640,12705,13736],{"path":14944,"title":14945,"date":14946,"tags":14947},"\u002Fblog\u002F2024\u002F02\u002Fnode-red-perfect-adapter-middleware-uns","Node-RED: The perfect adapter and middleware for your UNS","2024-02-06",[13640,12705,14437],{"path":14949,"title":14950,"date":14946,"tags":14951},"\u002Fblog\u002F2024\u002F02\u002Fsoftware-development-in-node-red","Bringing Software Development practices to Node-RED",[13640,12705],{"path":14953,"title":14954,"date":14955,"tags":14956},"\u002Fblog\u002F2024\u002F02\u002Fprofessional-services-for-node-red","Should You Invest in Professional Services for Your Node-RED Development?","2024-02-05",[13640,12705],{"path":14958,"title":14959,"date":14960,"tags":14961},"\u002Fblog\u002F2024\u002F01\u002Frevolutionizing-manufacturing-impact-ai-chatgpt-technologies","AI and ChatGPT - Revolutionizing the Manufacturing Industry","2024-01-31",[13640,12705,13805],{"path":14963,"title":14964,"date":14960,"tags":14965},"\u002Fblog\u002F2024\u002F01\u002Funified-namespace-when-not-to-use","Unified Namespace: When to Use It, and When to Choose Something Else",[13640,12705,14437],{"path":14967,"title":14968,"date":14969,"tags":14970},"\u002Fblog\u002F2024\u002F01\u002Fhow-to-deploy-node-red-with-flowfuse-to-balenacloud","Step-by-Step Guide to Deploying Node-RED with FlowFuse in balenaCloud","2024-01-30",[13640,12705,13662],{"path":14972,"title":14973,"date":14974,"tags":14975},"\u002Fblog\u002F2024\u002F01\u002Fspeech-driven-chatbot-with-node-red","Speech-Driven Chatbot System with Node-RED","2024-01-29",[13640,13725,13651,14976,13805],"virtual assistant",{"path":14978,"title":14979,"date":14980,"tags":14981},"\u002Fblog\u002F2024\u002F01\u002Fdashboard-2-ga","Node-RED Dashboard 2.0 is Generally Available!","2024-01-24",[13640,13674,13724,14796,13651],{"path":14983,"title":14984,"date":14980,"tags":14985},"\u002Fblog\u002F2024\u002F01\u002Fdashboard-2-multi-user","Personalised Multi-user Dashboards with Node-RED Dashboard 2.0!",[13640,13674,13724,14796,13651],{"path":14987,"title":14988,"date":14989,"tags":14990},"\u002Fblog\u002F2024\u002F01\u002Fsentiment-analysis-with-node-red","Sentiment Analysis with Node-RED","2024-01-23",[13640,13725,13651,14991,13805],"sentiment analysis",{"path":14993,"title":14994,"date":14995,"tags":14996},"\u002Fblog\u002F2024\u002F01\u002Funified-namespace-what-broker","Selecting a broker for your Unified Namespace","2024-01-19",[13640,12705,14437],{"path":14998,"title":14999,"date":15000,"tags":15001},"\u002Fblog\u002F2024\u002F01\u002Fflowfuse-release-2-0","FlowFuse 2.0 Release","2024-01-18",[13640,12705,13673,13674],{"path":15003,"title":15004,"date":15005,"tags":15006},"\u002Fblog\u002F2024\u002F01\u002Fcapture-data-edge-with-node-red-flowfuse","Capture Data from edge devices with Node-RED","2024-01-17",[13640,12705,13725,13662],{"path":15008,"title":15009,"date":15010,"tags":15011},"\u002Fblog\u002F2024\u002F01\u002Fsoc2","FlowFuse is now SOC 2 Type 1 Compliant","2024-01-15",[13640,12705,13673],{"path":15013,"title":15014,"date":15015,"tags":15016},"\u002Fblog\u002F2024\u002F01\u002Fimport-a-file","Import a File into Node-RED with Dashboard 2.0","2024-01-05",[13640,12705,13662],{"path":15018,"title":15019,"date":15015,"tags":15020},"\u002Fblog\u002F2024\u002F01\u002Fsend-a-file","Send a File to Node-RED",[13640,12705,13662],{"path":15022,"title":15023,"date":15024,"tags":15025},"\u002Fblog\u002F2023\u002F12\u002Funified-namespace-data-modelling","Data Modeling for your Unified Namespace","2023-12-27",[13640,12705,14437],{"path":15027,"title":15028,"date":15029,"tags":15030},"\u002Fblog\u002F2023\u002F12\u002Fflowfuse-year-review-2023","Thank you for an incredible 2023!","2023-12-22",[13640,12705],{"path":15032,"title":15033,"date":15034,"tags":15035},"\u002Fblog\u002F2023\u002F12\u002Fintroduction-to-unified-namespace","Introduction to the Unified Namespace (UNS) – 2026 Updated Guide","2023-12-20",[13640,12705,14437],{"path":15037,"title":15038,"date":15039,"tags":15040},"\u002Fblog\u002F2023\u002F12\u002Fdevice-agent-as-a-windows-service","Run Node-RED as a service on 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Assistants with Node-RED","2023-11-21",[13640,13725,13724,12705,15068,13805],"openai",{"path":15070,"title":15071,"date":15072,"tags":15073},"\u002Fblog\u002F2023\u002F11\u002Fchatgpt-gpt","Node-RED Builder a GPT (Alpha) by FlowFuse","2023-11-15",[13640,13725,13724,12705,15074,13805],"chatgpt",{"path":15076,"title":15077,"date":15078,"tags":15079},"\u002Fblog\u002F2023\u002F11\u002Fdashboard-2.0-user-tracking","Tracking Who Has Opened a Dashboard","2023-11-13",[13725,13651,12705],{"path":15081,"title":15082,"date":15083,"tags":15084},"\u002Fblog\u002F2023\u002F11\u002Fcommunity-news-11","Community News November 2023","2023-11-09",[13640,15085],"newsletter",{"path":15087,"title":15088,"date":15083,"tags":15089},"\u002Fblog\u002F2023\u002F11\u002Fdashboard-0-7","Chart Improvements & Migrating to Dashboard 2.0",[13640,13674,13724,14796,13651],{"path":15091,"title":15092,"date":15093,"tags":15094},"\u002Fblog\u002F2023\u002F11\u002Fmeet-us-at-sps-nuremberg","Meet FlowFuse at SPS Nuremberg","2023-11-08",[13640,12705],{"path":15096,"title":15097,"date":15098,"tags":15099},"\u002Fblog\u002F2023\u002F10\u002Fcitizen-development","Innovate from within - Why manufacturing must embrace Citizen Developers","2023-10-30",[13640,12705,14927],{"path":15101,"title":15102,"date":15103,"tags":15104},"\u002Fblog\u002F2023\u002F10\u002Fcertified-nodes","What are Certified Nodes?","2023-10-27",[13640,13674,12705],{"path":15106,"title":15107,"date":15108,"tags":15109},"\u002Fblog\u002F2023\u002F10\u002Fmes-build-buy","Embracing Innovation: Build vs Buy in MES","2023-10-20",[13640,13725,13724,12705],{"path":15111,"title":15112,"date":15113,"tags":15114},"\u002Fblog\u002F2023\u002F10\u002Fservice-disruption-report-2023-10-11","Service Disruption Report for October 11th, 2023","2023-10-18",[13640,12705,13673],{"path":15116,"title":15117,"date":15118,"tags":15119},"\u002Fblog\u002F2023\u002F10\u002Fblueprints","What are FlowFuse Blueprints?","2023-10-16",[13640,13674,12705],{"path":15121,"title":15122,"date":15123,"tags":15124},"\u002Fblog\u002F2023\u002F10\u002Fdashboard-integrations","Integrate your own widgets with Dashboard 2.0","2023-10-06",[13640,13674,13724,14796,13651],{"path":15126,"title":15127,"date":15128,"tags":15129},"\u002Fblog\u002F2023\u002F10\u002Fcommunity-news-10","Community News October 2023","2023-10-05",[13640,15085],{"path":15131,"title":15132,"date":15133,"tags":15134},"\u002Fblog\u002F2023\u002F10\u002Fcustom-vuetify-components-dashboard","Custom Vuetify components for Dashboard 2.0","2023-10-02",[13640,13662,13725,13651],{"path":15136,"title":15137,"date":15133,"tags":15138},"\u002Fblog\u002F2023\u002F10\u002Fuse-private-custom-nodes-with-flowfuse","How to Use Private Custom Nodes in FlowFuse?",[13640,12705],{"path":15140,"title":15141,"date":15142,"tags":15143},"\u002Fblog\u002F2023\u002F09\u002Frebranding-our-components","Updating our branding across GitHub, npm and Dockerhub","2023-09-27",[13640,13724,13673],{"path":15145,"title":15146,"date":15147,"tags":15148},"\u002Fblog\u002F2023\u002F09\u002Fchatgpt-for-node-red-developers","How ChatGPT improves Node-RED Developer Experience","2023-09-23",[13640,13725,15074,13805],{"path":15150,"title":15151,"date":15152,"tags":15153},"\u002Fblog\u002F2023\u002F09\u002Fflow-viewer","Share & Preview Flows on flows.nodered.org","2023-09-20",[13640,13673,13724,12705,13725],{"path":15155,"title":15156,"date":15157,"tags":15158},"\u002Fblog\u002F2023\u002F09\u002Fmodernize-your-legacy-industrial-data-part2","Modernize your legacy industrial data. Part 2.","2023-09-17",[13640,13725,13724],{"path":15160,"title":15161,"date":15162,"tags":15163},"\u002Fblog\u002F2023\u002F09\u002Fmodernize-your-legacy-industrial-data","Modernize your legacy industrial data","2023-09-14",[13640,13725,13724],{"path":15165,"title":15166,"date":15162,"tags":15167},"\u002Fblog\u002F2023\u002F09\u002Ftulip-event-report","Tulip Operation Calling Event Report",[13640,12705],{"path":15169,"title":15170,"date":15171,"tags":15172},"\u002Fblog\u002F2023\u002F09\u002Fcommunity-news-09","Community News September 2023","2023-09-09",[13640,15085],{"path":15174,"title":15175,"date":15176,"tags":15177},"\u002Fblog\u002F2023\u002F09\u002Fbosch-rexroth-announce","FlowFuse announces a Node-RED stack for Industry 4.0 applications on ctrlX AUTOMATION","2023-09-07",[13640,13673,12705],{"path":15179,"title":15180,"date":15181,"tags":15182},"\u002Fblog\u002F2023\u002F09\u002Fdashboard-notebook-layout","Dynamic Markdown, Tables & Notebooks with Dashboard 2.0","2023-09-06",[13640,13674,13724,14796,13651],{"path":15184,"title":15185,"date":15186,"tags":15187},"\u002Fblog\u002F2023\u002F08\u002Fflowfuse-1-11-release","FlowFuse 1.11 makes it easier to get started with FlowFuse and Node-RED","2023-08-31",[13640,12705,13674],{"path":15189,"title":15190,"date":15191,"tags":15192},"\u002Fblog\u002F2023\u002F08\u002Faws-marketplace-announce","FlowFuse is now available on AWS Marketplace","2023-08-21",[13640,13673,12705],{"path":15194,"title":15195,"date":15196,"tags":15197},"\u002Fblog\u002F2023\u002F08\u002Fopen-source-is-a-tier-not-competition","Our Open Source offering is a tier, not our competition","2023-08-18",[13640,12705],{"path":15199,"title":15200,"date":15201,"tags":15202},"\u002Fblog\u002F2023\u002F08\u002Fflowforge-is-now-flowfuse","FlowForge is now FlowFuse","2023-08-17",[13640,13724,13673],{"path":15204,"title":15205,"date":15206,"tags":15207},"\u002Fblog\u002F2023\u002F08\u002Fdashboard-community-update","Dashboard 2.0 - Community Update","2023-08-10",[13640,13674,13724,13651],{"path":15209,"title":15210,"date":15211,"tags":15212},"\u002Fblog\u002F2023\u002F08\u002Fisa-95-automation-pyramid-to-unified-namespace","Why the Automation Pyramid blocks digital transformation - The Role of Unified Namespace","2023-08-09",[13640,12705,14437],{"path":15214,"title":15215,"date":15216,"tags":15217},"\u002Fblog\u002F2023\u002F08\u002Fcommunity-news-08","Community News August 2023","2023-08-08",[13640,15085],{"path":15219,"title":15220,"date":15221,"tags":15222},"\u002Fblog\u002F2023\u002F08\u002Fflowforge-1-10-release","FlowFuse 1.10 Release Now Available","2023-08-03",[13640,12705,13674],{"path":15224,"title":15225,"date":15226,"tags":15227},"\u002Fblog\u002F2023\u002F07\u002Fdashboard-0-1-release","First Pre-Alpha Release of the new Node-RED Dashboard","2023-07-27",[13640,13674,13651],{"path":15229,"title":15230,"date":15226,"tags":15231},"\u002Fblog\u002F2023\u002F07\u002Fhow-to-build-a-opc-client-dashboard-in-node-red","How to Build an OPC UA Client Dashboard in Node-RED - Part 3 (2026)",[13640,12705,13725,13736,13662],{"path":15233,"title":15234,"date":15235,"tags":15236},"\u002Fblog\u002F2023\u002F07\u002Fflowforge-1-9-3-release","FlowFuse 1.9.3 and Device Agent 1.9.5 released","2023-07-21",[13640,12705,13674],{"path":15238,"title":15239,"date":15235,"tags":15240},"\u002Fblog\u002F2023\u002F07\u002Fimages-in-node-red-dashboards","How to add images to Node-RED dashboards when using FlowFuse (2026)",[13640,12705,13725,13651,13662],{"path":15242,"title":15243,"date":15244,"tags":15245},"\u002Fblog\u002F2023\u002F07\u002Finfluxdb-historical-data","Creating a Historical Data Dashboard with InfluxDB and Node-RED","2023-07-18",[13640,13725],{"path":15247,"title":15248,"date":15249,"tags":15250},"\u002Fblog\u002F2023\u002F07\u002Fhow-to-deploy-a-basic-opc-ua-server-in-node-red","How to Deploy a Basic OPC-UA Server in Node-RED - Part 1 (2026)","2023-07-13",[13640,13725,13736,13662],{"path":15252,"title":15253,"date":15254,"tags":15255},"\u002Fblog\u002F2023\u002F07\u002Fcommunity-news-07","Community News July 2023","2023-07-12",[13640,15085],{"path":15257,"title":15258,"date":15259,"tags":15260},"\u002Fblog\u002F2023\u002F07\u002Fflowforge-1-9-release","FlowFuse now offers API Documentation with Swagger UI","2023-07-06",[13640,12705,13674],{"path":15262,"title":15263,"date":15264,"tags":15265},"\u002Fblog\u002F2023\u002F06\u002Fdashboard-announcement","The Next Step in Data Visualization - Announcing the Successor to the Node-RED Dashboard","2023-06-21",[13640,13651,15266,15267],"nodered dashboard announcement","nodered dashboard depreciated",{"path":15269,"title":15270,"date":15271,"tags":15272},"\u002Fblog\u002F2023\u002F06\u002Fnode-red-as-a-no-code-ethernet_ip-to-s7-protocol-converter","Node-RED as a No-Code EtherNet\u002FIP to S7 Protocol Converter","2023-06-20",[13640,13662,15273,15274,15275,15276,15277,15278,15279,15280],"Industrial protocol converter","EtherNet\u002FIP","S7 Protocol","node red siemens s7","node red s7 communication","node red s7comm","nodered s7","node red s7",{"path":15282,"title":15283,"date":15284,"tags":15285},"\u002Fblog\u002F2023\u002F06\u002Fintroducing-the-flowforge-community-forum","Introducing the FlowFuse Community Forum","2023-06-12",[13673,12705],{"path":15287,"title":15288,"date":15289,"tags":15290},"\u002Fblog\u002F2023\u002F06\u002Fcommunity-news-06","Community News June 2023","2023-06-09",[13640,15085],{"path":15292,"title":15293,"date":15294,"tags":15295},"\u002Fblog\u002F2023\u002F06\u002Fflowforge-1-8-released","FlowFuse now offers High Availability Node-RED","2023-06-08",[13640,12705,13674],{"path":15297,"title":15298,"date":15299,"tags":15300},"\u002Fblog\u002F2023\u002F06\u002Fimport-modules","Use any npm module in Node-RED (2026)","2023-06-05",[13640,13662],{"path":15302,"title":15303,"date":15304,"tags":15305},"\u002Fblog\u002F2023\u002F05\u002Fbringing-high-availability-to-node-red","Bringing High Availability to Node-RED","2023-06-02",[13640,13725,15306],"high availablity",{"path":15308,"title":15309,"date":15310,"tags":15311},"\u002Fblog\u002F2023\u002F06\u002F3-quick-node-red-tips-7","Node-RED Tips - Dashboard Edition","2023-06-01",[13640,13662,13725,13651,14638],{"path":15313,"title":15314,"date":15315,"tags":15316},"\u002Fblog\u002F2023\u002F05\u002Fnode-red-community-survey-results","Node-RED Community Survey Results","2023-05-31",[13640,13725,13724],{"path":15318,"title":15319,"date":15320,"tags":15321},"\u002Fblog\u002F2023\u002F05\u002Fpersisting-chart-data-in-node-red","Persisting chart data in Node-RED Dashboard 1","2023-05-25",[13640,13725,13662,13651],{"path":15323,"title":15324,"date":15325,"tags":15326},"\u002Fblog\u002F2023\u002F05\u002Fintegrating-modbus-with-node-red","Best Practices Integrating a Modbus Device With Node-RED (2026)","2023-05-16",[13640,13725,13662,13825],{"path":15328,"title":15329,"date":15330,"tags":15331},"\u002Fblog\u002F2023\u002F05\u002Fflowforge-1-7-released","FlowFuse 1.7 Now Available with Remote Node-RED Editor Access","2023-05-11",[13640,12705,13674],{"path":15333,"title":15334,"date":15335,"tags":15336},"\u002Fblog\u002F2023\u002F05\u002Fcommunity-news-05","Community News May 2023","2023-05-04",[13640,15085,13724],{"path":15338,"title":15339,"date":15340,"tags":15341},"\u002Fblog\u002F2023\u002F05\u002Fchatgpt-nodered-fcn-node","Chat GPT in Node-RED Function Nodes","2023-05-02",[13640,13725,13724,13662,15074,13805],{"path":15343,"title":15344,"date":15340,"tags":15345},"\u002Fblog\u002F2023\u002F05\u002Fdevice-agent-as-a-service","Running the FlowFuse Device Agent as a service on a Raspberry Pi",[13640,12705,13662,15346],"raspberry pi",{"path":15348,"title":15349,"date":15350,"tags":15351},"\u002Fblog\u002F2023\u002F04\u002F3-quick-node-red-tips-6","Node-RED Tips - Subflows, Link Nodes, and the Range Node","2023-04-20",[13725,15352,13662],"node-red subflow",{"path":15354,"title":15355,"date":15350,"tags":15356},"\u002Fblog\u002F2023\u002F04\u002Fhannover-messe","FlowFuse's visit to Hannover Messe 2023",[13640,12705,13725,13724],{"path":15358,"title":15359,"date":15360,"tags":15361},"\u002Fblog\u002F2023\u002F04\u002Fflowforge-1-6-released","FlowFuse v1.6 Now Available","2023-04-13",[13640,12705,13674],{"path":15363,"title":15364,"date":15360,"tags":15365},"\u002Fblog\u002F2023\u002F04\u002Fnodered-community-health","Node-RED Community Health",[13640,13725,13724,13673],{"path":15367,"title":15368,"date":15369,"tags":15370},"\u002Fblog\u002F2023\u002F04\u002Fcommunity-news-04","Community News April 2023","2023-04-05",[13640,15085,13724],{"path":15372,"title":15373,"date":15369,"tags":15374},"\u002Fblog\u002F2023\u002F04\u002Fsecuring-node-red-in-production","Securing Node-RED (2026)",[13640,13725,13662,15375],"securing node-red",{"path":15377,"title":15378,"date":15379,"tags":15380},"\u002Fblog\u002F2023\u002F03\u002Fibmcloud-starter-removed","IBM Cloud removes Node-RED starter application","2023-03-29",[13640,13725,13673],{"path":15382,"title":15383,"date":15384,"tags":15385},"\u002Fblog\u002F2023\u002F03\u002F3-quick-node-red-tips-5","Node-RED Tips - Importing, Exporting, and Grouping Flows","2023-03-27",[13640,13725,13662,14638],{"path":15387,"title":15388,"date":15389,"tags":15390},"\u002Fblog\u002F2023\u002F03\u002Fwhy-should-you-use-node-red-function-nodes","The benefits and drawbacks of using Node-RED function nodes","2023-03-20",[13640,13725,13662],{"path":15392,"title":15393,"date":15394,"tags":15395},"\u002Fblog\u002F2023\u002F03\u002Fflowforge-1-5-0-released","FlowFuse v1.5 Now Available","2023-03-16",[13640,12705,13674],{"path":15397,"title":15398,"date":15394,"tags":15399},"\u002Fblog\u002F2023\u002F03\u002Fterminology-changes","Terminology Changes",[13640,12705,13673],{"path":15401,"title":15402,"date":15403,"tags":15404},"\u002Fblog\u002F2023\u002F03\u002F3-quick-node-red-tips-4","Node-RED Tips - Smooth, Catch, and Math","2023-03-13",[13640,13725,15405],"tips",{"path":15407,"title":15408,"date":15403,"tags":15409},"\u002Fblog\u002F2023\u002F03\u002Fcomparing-node-red-dashboards","Comparing Node-RED Dashboards Solutions",[13667,13725,13651,14655],{"path":15411,"title":15412,"date":15413,"tags":15414},"\u002Fblog\u002F2023\u002F03\u002F3-quick-node-red-tips-3","Node-RED Tips - Exec, Filter, and Debug","2023-03-07",[13640,13725,13662],{"path":15416,"title":15417,"date":15418,"tags":15419},"\u002Fblog\u002F2023\u002F03\u002Fintegration-platform-for-edge-computing","Node-RED: The Integration Platform for IIoT Edge Computing & PLCs","2023-03-06",[13640,13725,13724],{"path":15421,"title":15422,"date":15423,"tags":15424},"\u002Fblog\u002F2023\u002F03\u002Fcommunity-news-03","Community News March 2023","2023-03-02",[13640,15085,13724],{"path":15426,"title":15427,"date":15428,"tags":15429},"\u002Fblog\u002F2023\u002F02\u002Fwebinar-1-missed-questions","Some questions we didn't get to in our first webinar","2023-02-27",[13725,13724],{"path":15431,"title":15432,"date":15433,"tags":15434},"\u002Fblog\u002F2023\u002F02\u002F3-quick-node-red-tips-2","Node-RED Tips - Deploying, Debugging, and Delaying","2023-02-23",[13640,13725,15405],{"path":15436,"title":15437,"date":15433,"tags":15438},"\u002Fblog\u002F2023\u002F02\u002Fming-blog","MING Stack for IoT",[13640,13725,13724],{"path":15440,"title":15441,"date":15442,"tags":15443},"\u002Fblog\u002F2023\u002F02\u002Fflowforge-1-4-0-released","FlowFuse v1.4 with device provisioning in bulk and staged development process","2023-02-16",[13640,12705,13674],{"path":15445,"title":15446,"date":15447,"tags":15448},"\u002Fblog\u002F2023\u002F02\u002Fhighly-available-node-red","Toward Highly Available Node-RED","2023-02-15",[13640,13725,12705],{"path":15450,"title":15451,"date":15452,"tags":15453},"\u002Fblog\u002F2023\u002F02\u002Fservice-disruption-report-2023-01-27","Service Disruption Report for January 27th, 2023","2023-02-10",[13640,12705,13673],{"path":15455,"title":15456,"date":15457,"tags":15458},"\u002Fblog\u002F2023\u002F02\u002F3-quick-node-red-tips-1","Node-RED Tips - Wiring Shortcuts","2023-02-07",[13640,13725,13662,14638],{"path":15460,"title":15461,"date":15462,"tags":15463},"\u002Fblog\u002F2023\u002F01\u002Fflowforge-story","Telling the FlowFuse Story","2023-02-02",[13640,12705],{"path":15465,"title":15466,"date":15462,"tags":15467},"\u002Fblog\u002F2023\u002F02\u002Fcommunity-news-02","Community News February 2023",[13640,13724,15085],{"path":15469,"title":15470,"date":15471,"tags":15472},"\u002Fblog\u002F2023\u002F01\u002Fenvironment-variables-in-node-red","Using Environment Variables in Node-RED (2026)","2023-01-27",[13640,13725,13662],{"path":15474,"title":15475,"date":15476,"tags":15477},"\u002Fblog\u002F2023\u002F01\u002Fgetting-started-with-node-red","Getting Started with Node-RED","2023-01-23",[13640,13725,13662],{"path":15479,"title":15480,"date":15481,"tags":15482},"\u002Fblog\u002F2023\u002F01\u002Fflowforge-1-3-0-released","FlowFuse 1.3 is now available, share your flows through our new team libraries and much more","2023-01-19",[13640,12705,13674],{"path":15484,"title":15485,"date":15486,"tags":15487},"\u002Fblog\u002F2023\u002F01\u002Fcommunity-news-12","Community News December 2022","2023-01-12",[13640,13724,15085],{"path":15489,"title":15490,"date":15486,"tags":15491},"\u002Fblog\u002F2023\u002F01\u002Fflowforge-1.2.1-released","FlowFuse 1.2.1 released",[13640,12705,13674],{"path":15493,"title":15494,"date":15495,"tags":15496},"\u002Fblog\u002F2022\u002F12\u002Fflowforge-1-2-0-released","FlowFuse 1.2 is now available with single sign on and persistent context storage","2022-12-22",[13640,15497,13674],"flowforge",{"path":15499,"title":15500,"date":15501,"tags":15502},"\u002Fblog\u002F2022\u002F12\u002Fwhat-flowforge-adds-to-node-red","Why you need FlowFuse when you already have Node-RED?","2022-12-15",[13640,12705,13725],{"path":15504,"title":15505,"date":15506,"tags":15507},"\u002Fblog\u002F2022\u002F12\u002Fflowforge-joins-openjs-foundation","FlowFuse Inc. becomes a member of the OpenJS Foundation","2022-12-13",[13640,12705,13673],{"path":15509,"title":15510,"date":15511,"tags":15512},"\u002Fblog\u002F2022\u002F12\u002Fflowforge-1-1-2-released","FlowFuse 1.1.2 released","2022-12-09",[13640,12705,13674],{"path":15514,"title":15515,"date":15511,"tags":15516},"\u002Fblog\u002F2022\u002F12\u002Fflowforge-gcp-https-set-up","Configure FlowFuse in Docker to secure all traffic",[13640,12705,13662,15517,15518],"Acme Companion","Let's Encrypt",{"path":15520,"title":15521,"date":15522,"tags":15523},"\u002Fblog\u002F2022\u002F12\u002Fcreate-http-trigger-with-authentication","Create HTTP triggers with authentication","2022-12-07",[13640,13725,13662],{"path":15525,"title":15526,"date":15527,"tags":15528},"\u002Fblog\u002F2022\u002F12\u002Fnode-red-flow-best-practice","Format your Node-RED flows for better team collaboration","2022-12-05",[13640,13725,13662],{"path":15530,"title":15531,"date":15532,"tags":15533},"\u002Fblog\u002F2022\u002F12\u002Fcommunity-news-11","Community News November 2022","2022-12-02",[13640,15085,13724],{"path":15535,"title":15536,"date":15537,"tags":15538},"\u002Fblog\u002F2022\u002F11\u002Fscaling-node-red-with-diy-tooling","Challenges scaling Node-RED with DIY tooling","2022-11-30",[13640,13725,13662],{"path":15540,"title":15541,"date":15542,"tags":15543},"\u002Fblog\u002F2022\u002F11\u002Frespin-docker-compose-01","Re-spin of Docker-Compose install package","2022-11-25",[13640,12705,13673],{"path":15545,"title":15546,"date":15547,"tags":15548},"\u002Fblog\u002F2022\u002F11\u002Fflowforge-1-1-released","FlowFuse 1.1 released with persistent file storage","2022-11-24",[13640,12705,13674],{"path":15550,"title":15551,"date":15552,"tags":15553},"\u002Fblog\u002F2022\u002F11\u002Fcommunity-news-10","Community News October 2022","2022-11-04",[13640,15085,13724],{"path":15555,"title":15556,"date":15557,"tags":15558},"\u002Fblog\u002F2022\u002F10\u002Fseed-round-bring-node-red-to-enterprise","FlowFuse raises $7.25M Seed Round to bring Node-RED to the Enterprise","2022-11-03",[13640,12705,13673],{"path":15560,"title":15561,"date":15562,"tags":15563},"\u002Fblog\u002F2022\u002F10\u002Fflowforge-1-released","FlowFuse 1.0 released","2022-10-27",[13640,12705,13674],{"path":15565,"title":15566,"date":15567,"tags":15568},"\u002Fblog\u002F2022\u002F10\u002Fdb-migration-01","Scheduled maintenance: Database encryption October 2022","2022-10-18",[13640,12705,13673],{"path":15570,"title":15571,"date":15572,"tags":15573},"\u002Fblog\u002F2022\u002F10\u002Fff-docker-gcp","Install FlowFuse Docker on Google Cloud","2022-10-14",[13640,12705,13662],{"path":15575,"title":15576,"date":15577,"tags":15578},"\u002Fblog\u002F2022\u002F10\u002Fcommunity-news-09","Community News September 2022","2022-10-07",[13640,15085,13724],{"path":15580,"title":15581,"date":15582,"tags":15583},"\u002Fblog\u002F2022\u002F09\u002Fflowforge-010-released","FlowFuse 0.10 released","2022-09-30",[13640,12705,13674],{"path":15585,"title":15586,"date":15587,"tags":15588},"\u002Fblog\u002F2022\u002F09\u002Fstatic-ips","Static Outbound IP Addresses","2022-09-27",[13640,12705,13673],{"path":15590,"title":15591,"date":15592,"tags":15593},"\u002Fblog\u002F2022\u002F09\u002Fcommunity-news-08","Community News August 2022","2022-09-16",[13640,15085,13724],{"path":15595,"title":15596,"date":15597,"tags":15598},"\u002Fblog\u002F2022\u002F09\u002Fflowforge-09-released","FlowFuse 0.9 released","2022-09-01",[13640,12705,13674],{"path":15600,"title":15601,"date":15602,"tags":15603},"\u002Fblog\u002F2022\u002F08\u002Fcommunity-news-06","Community News July 2022","2022-08-11",[13640,15085,13724],{"path":15605,"title":15606,"date":15607,"tags":15608},"\u002Fblog\u002F2022\u002F08\u002Fflowforge-08-released","FlowFuse 0.8 released","2022-08-04",[13640,12705,13674],{"path":15610,"title":15611,"date":15612,"tags":15613},"\u002Fblog\u002F2022\u002F07\u002Fnew-projecttype","Introducing Medium Projects on FlowFuse Cloud","2022-07-22",[13640,12705,13673],{"path":15615,"title":15616,"date":15617,"tags":15618},"\u002Fblog\u002F2022\u002F07\u002Fcommunity-news-06","Community News June 2022","2022-07-19",[13640,15085,13724],{"path":15620,"title":15621,"date":15622,"tags":15623},"\u002Fblog\u002F2022\u002F07\u002Fflowforge-07-released","FlowFuse 0.7 released","2022-07-07",[13640,12705,13674],{"path":15625,"title":15626,"date":15627,"tags":15628},"\u002Fblog\u002F2022\u002F06\u002Fflowforge-06-released","FlowFuse 0.6 released","2022-06-19",[13640,12705,13674],{"path":15630,"title":15631,"date":15632,"tags":15633},"\u002Fblog\u002F2022\u002F06\u002Fcommunity-news-05","Community News May 2022","2022-06-17",[13640,15085,13724],{"path":15635,"title":15636,"date":15637,"tags":15638},"\u002Fblog\u002F2022\u002F05\u002Fsign-up-for-flowforge-cloud","FlowFuse open for everybody","2022-05-25",[13640,12705,13673],{"path":15640,"title":15641,"date":15642,"tags":15643},"\u002Fblog\u002F2022\u002F05\u002Fflowforge-05-released","FlowFuse 0.5 released","2022-05-12",[13640,12705,13674],{"path":15645,"title":15646,"date":15647,"tags":15648},"\u002Fblog\u002F2022\u002F05\u002Fcommunity-news-04","Community News April 2022","2022-05-06",[13640,15085,13724],{"path":15650,"title":15651,"date":15652,"tags":15653},"\u002Fblog\u002F2022\u002F05\u002Fnode-red-3-beta-stack","Node-RED 3.0 Beta Stack","2022-05-04",[13640,13725,13673],{"path":15655,"title":15656,"date":15657,"tags":15658},"\u002Fblog\u002F2022\u002F04\u002Fflowforge-04-released","FlowFuse 0.4 released","2022-04-14",[13640,12705,13674],{"path":15660,"title":15661,"date":15662,"tags":15663},"\u002Fblog\u002F2022\u002F04\u002Fcommunity-news-03","Community News March 2022","2022-04-05",[13640,15085,13724],{"path":15665,"title":15666,"date":15667,"tags":15668},"\u002Fblog\u002F2022\u002F04\u002Fflowforge-accepting-customers","FlowFuse is accepting customers now","2022-04-04",[13640,12705,13673],{"path":15670,"title":15671,"date":15672,"tags":15673},"\u002Fblog\u002F2022\u002F03\u002Fflowforge-03-released","FlowFuse 0.3 released","2022-03-17",[13640,12705,13674],{"path":15675,"title":15676,"date":15677,"tags":15678},"\u002Fblog\u002F2022\u002F03\u002Fcommunity-news-02","Community News February 2022","2022-03-02",[13640,15085,13724],{"path":15680,"title":15681,"date":15682,"tags":15683},"\u002Fblog\u002F2022\u002F02\u002Fannouncing-flowforge-cloud","Announcing FlowFuse Cloud","2022-02-23",[13640,12705,13673,13674],{"path":15685,"title":15686,"date":15687,"tags":15688},"\u002Fblog\u002F2022\u002F02\u002Fflowforge-02-released","FlowFuse 0.2 released","2022-02-17",[13640,12705,13674],{"path":15690,"title":15691,"date":15692,"tags":15693},"\u002Fblog\u002F2022\u002F02\u002Fuse-case-solar-afloat","Using Node-RED to keep Solar PV afloat","2022-02-09",[13640,13725,13724],{"path":15695,"title":15696,"date":15697,"tags":15698},"\u002Fblog\u002F2022\u002F02\u002Fwelcome-joe","Welcome Joe","2022-02-08",[13640,12705,13673],{"path":15700,"title":15701,"date":15702,"tags":15703},"\u002Fblog\u002F2022\u002F01\u002Fcommunity-news-01","Community News January 2022","2022-01-28",[13640,15085,13724],{"path":15705,"title":15706,"date":15707,"tags":15708},"\u002Fblog\u002F2022\u002F01\u002Fflowforge-01-released","FlowFuse 0.1 released","2022-01-20",[13640,12705,13674],{"path":15710,"title":15711,"date":15707,"tags":15712},"\u002Fblog\u002F2022\u002F01\u002Fwelcome-steve","Welcome Steve",[13640,12705,13673],{"path":15714,"title":15715,"date":15716,"tags":15717},"\u002Fblog\u002F2022\u002F01\u002Fwelcome-zj","Welcome ZJ","2022-01-03",[13640,12705,13673],{"path":15719,"title":15720,"date":15721,"tags":15722},"\u002Fblog\u002F2021\u002F05\u002Fwelcome-ben","Welcome Ben","2021-05-10",[12705,13673],{"path":15724,"title":15725,"date":15726,"tags":15727},"\u002Fblog\u002F2021\u002F04\u002Ffirst-deploy","Introducing FlowFuse Inc.","2021-04-06",[12705,13673],1786742762704]