https://shopfloor.space/articles/takt-time-cycle-time-lead-time/2026-10-11https://shopfloor.space/assets/og/takt-time-cycle-time-lead-time-b223caf0.pngTakt time vs cycle time vs lead time: calculate the right clock https://shopfloor.space/articles/smed-changeover-measurement/2026-10-11https://shopfloor.space/assets/og/smed-changeover-measurement-586869ab.pngSMED changeover study: measure last good to first good https://shopfloor.space/articles/roi-automation-business-case/2026-10-11https://shopfloor.space/assets/og/roi-automation-business-case-54410552.pngAutomation ROI and payback: a business case operations can verify https://shopfloor.space/articles/plc-fat-sat-commissioning-checklist/2026-10-11https://shopfloor.space/assets/og/plc-fat-sat-commissioning-checklist-dec966d3.pngPLC FAT and SAT checklist: test behavior and handover evidence https://shopfloor.space/articles/plc-analog-input-scaling/2026-10-11https://shopfloor.space/assets/og/plc-analog-input-scaling-4c6d8425.pngPLC analog input scaling: raw counts, 4–20 mA and diagnostics https://shopfloor.space/articles/ot-backup-restore-test-guide/2026-10-11https://shopfloor.space/assets/og/ot-backup-restore-test-guide-0be62d95.pngOT backup and restore testing: prove the recovery path https://shopfloor.space/articles/mtbf-mttr-availability-calculation/2026-10-11https://shopfloor.space/assets/og/mtbf-mttr-availability-calculation-362fe5b6.pngMTBF and MTTR: calculate availability without hiding downtime https://shopfloor.space/articles/mqtt-topic-design-industrial-data/2026-10-11https://shopfloor.space/assets/og/mqtt-topic-design-industrial-data-27980a14.pngIndustrial MQTT topic design: names, payloads and data contracts https://shopfloor.space/articles/motor-power-current-efficiency/2026-10-11https://shopfloor.space/assets/og/motor-power-current-efficiency-938dacd5.pngMotor kW, current, efficiency and power factor: keep the quantities straight https://shopfloor.space/articles/modbus-polling-timeout-budget/2026-10-11https://shopfloor.space/assets/og/modbus-polling-timeout-budget-c75d8d9f.pngModbus polling and timeout budget: calculate the slow path https://shopfloor.space/articles/line-balancing-bottleneck-capacity/2026-10-11https://shopfloor.space/assets/og/line-balancing-bottleneck-capacity-6c062845.pngLine balancing and bottleneck capacity: work from the constraint https://shopfloor.space/articles/historian-deadband-sampling-storage/2026-10-11https://shopfloor.space/assets/og/historian-deadband-sampling-storage-c47e30f2.pngHistorian sampling and deadband: budget storage without losing events https://shopfloor.space/articles/first-pass-yield-vs-rolled-throughput-yield/2026-10-11https://shopfloor.space/assets/og/first-pass-yield-vs-rolled-throughput-yield-328ea530.pngFirst pass yield vs rolled throughput yield: expose the rework path https://shopfloor.space/articles/downtime-pareto-reason-codes/2026-10-11https://shopfloor.space/assets/og/downtime-pareto-reason-codes-3bd8201f.pngDowntime Pareto and reason codes: make the stop log useful https://shopfloor.space/articles/cp-cpk-pp-ppk-difference/2026-10-11https://shopfloor.space/assets/og/cp-cpk-pp-ppk-difference-b712a21e.pngCp vs Cpk vs Pp vs Ppk: choose the right variation estimate https://shopfloor.space/articles/compressed-air-leak-cost/2026-10-11https://shopfloor.space/assets/og/compressed-air-leak-cost-082e5df1.pngCompressed air leak cost: turn flow estimates into verified savings https://shopfloor.space/articles/vibration-condition-monitoring-guide/2026-10-11https://shopfloor.space/assets/og/vibration-condition-monitoring-guide-c64c2bdf.pngVibration condition monitoring: from sensor placement to fault frequencies https://shopfloor.space/articles/spc-statistical-process-control-guide/2026-10-11https://shopfloor.space/assets/og/spc-statistical-process-control-guide-ec0b6b40.pngStatistical process control: control charts that catch drift early https://shopfloor.space/articles/single-pair-ethernet-apl-guide/2026-10-11https://shopfloor.space/assets/og/single-pair-ethernet-apl-guide-7c040cba.pngSingle-pair Ethernet and APL: two wires to the field instrument https://shopfloor.space/articles/secs-gem-semiconductor-equipment/2026-10-11https://shopfloor.space/assets/og/secs-gem-semiconductor-equipment-72d89a63.pngSECS/GEM: the protocol stack that runs semiconductor fabs https://shopfloor.space/articles/scada-architecture-design-guide/2026-10-11https://shopfloor.space/assets/og/scada-architecture-design-guide-b345e396.pngSCADA architecture: a design guide from field to control room https://shopfloor.space/articles/rtd-vs-thermocouple-guide/2026-10-11https://shopfloor.space/assets/og/rtd-vs-thermocouple-guide-bf5dcf92.pngRTD vs thermocouple: choosing industrial temperature sensing https://shopfloor.space/articles/profinet-vs-ethernet-ip-vs-ethercat/2026-10-11https://shopfloor.space/assets/og/profinet-vs-ethernet-ip-vs-ethercat-933aafbd.pngPROFINET vs EtherNet/IP vs EtherCAT: a selection guide https://shopfloor.space/articles/plc-vs-pac-vs-soft-plc/2026-10-11https://shopfloor.space/assets/og/plc-vs-pac-vs-soft-plc-c3019ceb.pngPLC vs PAC vs soft PLC: which controller fits the job https://shopfloor.space/articles/ot-incident-response-playbook/2026-10-11https://shopfloor.space/assets/og/ot-incident-response-playbook-822647b0.pngOT incident response: a ransomware playbook for plants that can't just stop https://shopfloor.space/articles/mes-software-selection-guide/2026-10-11https://shopfloor.space/assets/og/mes-software-selection-guide-fea19258.pngMES software selection: requirements that survive go-live https://shopfloor.space/articles/io-link-explained-smart-sensors/2026-10-11https://shopfloor.space/assets/og/io-link-explained-smart-sensors-5e6bf697.pngIO-Link explained: smart sensors without the fieldbus price https://shopfloor.space/articles/industrial-wireless-guide/2026-10-11https://shopfloor.space/assets/og/industrial-wireless-guide-d85b11e2.pngIndustrial wireless: Wi-Fi 6, private 5G, and LoRa compared https://shopfloor.space/articles/industrial-flowmeter-selection-guide/2026-10-11https://shopfloor.space/assets/og/industrial-flowmeter-selection-guide-42f41096.pngIndustrial flowmeters: selecting across magnetic, Coriolis, ultrasonic, and DP https://shopfloor.space/articles/iec-61850-substation-automation/2026-10-11https://shopfloor.space/assets/og/iec-61850-substation-automation-fb56c82c.pngIEC 61850: substation automation beyond hardwired interlocks https://shopfloor.space/articles/high-performance-hmi-isa-101/2026-10-11https://shopfloor.space/assets/og/high-performance-hmi-isa-101-3ee09190.pngHigh-performance HMI: the ISA-101 approach operators trust https://shopfloor.space/articles/hart-protocol-explained/2026-10-11https://shopfloor.space/assets/og/hart-protocol-explained-f9a933f6.pngHART protocol explained: smart instruments on 4-20 mA wiring https://shopfloor.space/articles/ethercat-explained-distributed-clocks/2026-10-11https://shopfloor.space/assets/og/ethercat-explained-distributed-clocks-2c0716ad.pngEtherCAT explained: on-the-fly frames and sub-microsecond synchronization https://shopfloor.space/articles/control-valve-sizing-guide/2026-10-11https://shopfloor.space/assets/og/control-valve-sizing-guide-5db64b1c.pngControl valve sizing: Cv, trim, and the mistakes that hunt loops https://shopfloor.space/articles/cobot-selection-deployment-guide/2026-10-11https://shopfloor.space/assets/og/cobot-selection-deployment-guide-8a5749e0.pngCollaborative robots: selecting and deploying cobots that pay back https://shopfloor.space/articles/cmms-implementation-guide/2026-10-11https://shopfloor.space/assets/og/cmms-implementation-guide-fa023e2b.pngCMMS implementation: getting maintenance data worth trusting https://shopfloor.space/articles/vfd-selection-harmonics-basics/2026-10-11https://shopfloor.space/assets/og/vfd-selection-harmonics-basics-f7374b0f.pngVFD selection and harmonics: what to get right before the drive arrives https://shopfloor.space/articles/track-and-trace-serialization-basics/2026-10-11https://shopfloor.space/assets/og/track-and-trace-serialization-basics-b62e0206.pngTrack and trace basics: serialization, aggregation, and genealogy https://shopfloor.space/articles/profibus-to-profinet-migration/2026-10-11https://shopfloor.space/assets/og/profibus-to-profinet-migration-f5fe9dc4.pngPROFIBUS to PROFINET migration without stopping the plant https://shopfloor.space/articles/plant-energy-management-basics/2026-10-11https://shopfloor.space/assets/og/plant-energy-management-basics-cd234e74.pngPlant energy management basics: metering, baselines, and ISO 50001 https://shopfloor.space/articles/pid-loop-tuning-field-guide/2026-10-11https://shopfloor.space/assets/og/pid-loop-tuning-field-guide-eeda7fe7.pngPID loop tuning: a field guide for process engineers https://shopfloor.space/articles/ethernet-ip-cip-messaging-explained/2026-10-11https://shopfloor.space/assets/og/ethernet-ip-cip-messaging-explained-4f6bc4a7.pngEtherNet/IP and CIP messaging: explicit vs implicit, RPI, and assemblies https://shopfloor.space/articles/control-panel-design-basics/2026-10-11https://shopfloor.space/assets/og/control-panel-design-basics-16631846.pngControl panel design basics: layout, wiring, and what inspectors check https://shopfloor.space/articles/additive-manufacturing-factory-basics/2026-10-11https://shopfloor.space/assets/og/additive-manufacturing-factory-basics-97e421ab.pngAdditive manufacturing on the factory floor: where 3D printing earns its keep https://shopfloor.space/articles/semiconductor-fab-automation-data/2026-10-11https://shopfloor.space/assets/og/semiconductor-fab-automation-data-d3a0b4b8.pngSemiconductor fab automation: the data path from lot to tool https://shopfloor.space/articles/safety-instrumented-system-basics/2026-10-11https://shopfloor.space/assets/og/safety-instrumented-system-basics-32f5f967.pngSafety instrumented systems: the boundary between control and protection https://shopfloor.space/articles/robot-cell-safety-basics/2026-10-11https://shopfloor.space/assets/og/robot-cell-safety-basics-8d0d3b67.pngRobot cell safety basics: from hazard list to validated mode https://shopfloor.space/articles/recipe-management-isa-88-basics/2026-10-11https://shopfloor.space/assets/og/recipe-management-isa-88-basics-cbfde94b.pngISA-88 recipe management: keep process intent separate from equipment logic https://shopfloor.space/articles/predictive-maintenance-signal-quality/2026-10-11https://shopfloor.space/assets/og/predictive-maintenance-signal-quality-436f6c24.pngPredictive maintenance starts with signal quality https://shopfloor.space/articles/plc-scan-cycle-explained/2026-10-11https://shopfloor.space/assets/og/plc-scan-cycle-explained-1fc05d68.pngPLC scan cycle: what actually happens every millisecond https://shopfloor.space/articles/opc-ua-security-model-practical/2026-10-11https://shopfloor.space/assets/og/opc-ua-security-model-practical-5ed5f1b0.pngOPC UA security: a practical model for certificates, users, and trust https://shopfloor.space/articles/oee-loss-tree-explained/2026-10-11https://shopfloor.space/assets/og/oee-loss-tree-explained-464c7d8d.pngOEE loss trees: make availability, performance, and quality actionable https://shopfloor.space/articles/mes-vs-erp-integration-checklist/2026-10-11https://shopfloor.space/assets/og/mes-vs-erp-integration-checklist-2d44c727.pngMES versus ERP integration: a practical ownership checklist https://shopfloor.space/articles/machine-vision-lighting-lens-guide/2026-10-11https://shopfloor.space/assets/og/machine-vision-lighting-lens-guide-a015929a.pngMachine vision lighting and lenses: the variables that decide inspection https://shopfloor.space/articles/industrial-time-synchronization-guide/2026-10-11https://shopfloor.space/assets/og/industrial-time-synchronization-guide-0cc3d851.pngIndustrial time synchronization: NTP, PTP, and TSN in context https://shopfloor.space/articles/industrial-mqtt-gateway-checklist/2026-10-11https://shopfloor.space/assets/og/industrial-mqtt-gateway-checklist-d95153c1.pngIndustrial MQTT gateway checklist for a brownfield plant https://shopfloor.space/articles/industrial-ai-pilot-checklist/2026-10-11https://shopfloor.space/assets/og/industrial-ai-pilot-checklist-3d4dd248.pngIndustrial AI pilot checklist: from promising demo to useful shift tool https://shopfloor.space/articles/hmi-alarm-design-principles/2026-10-11https://shopfloor.space/assets/og/hmi-alarm-design-principles-13269f85.pngHMI alarm design principles that operators can use https://shopfloor.space/articles/historian-tag-naming-guide/2026-10-11https://shopfloor.space/assets/og/historian-tag-naming-guide-9d909c0d.pngIndustrial historian tag naming: a guide that survives the next integration https://shopfloor.space/articles/edge-vs-cloud-industrial-analytics/2026-10-11https://shopfloor.space/assets/og/edge-vs-cloud-industrial-analytics-73a0cf52.pngEdge versus cloud analytics in industrial operations https://shopfloor.space/articles/digital-twin-vs-digital-shadow/2026-10-11https://shopfloor.space/assets/og/digital-twin-vs-digital-shadow-fe616a49.pngDigital twin versus digital shadow: choose the decision first https://shopfloor.space/articles/choosing-industrial-network-topology/2026-10-11https://shopfloor.space/assets/og/choosing-industrial-network-topology-e39cf81f.pngChoosing an industrial network topology https://shopfloor.space/articles/canopen-vs-fieldbus/2026-10-11https://shopfloor.space/assets/og/canopen-vs-fieldbus-fdfd6332.pngCANopen and industrial fieldbus: where the object model fits https://shopfloor.space/articles/brownfield-ot-asset-inventory/2026-10-11https://shopfloor.space/assets/og/brownfield-ot-asset-inventory-ab1ae199.pngBuilding a brownfield OT asset inventory without stopping production https://shopfloor.space/articles/unified-namespace-explained/2026-10-11https://shopfloor.space/assets/og/unified-namespace-explained-58a543d6.pngThe unified namespace, explained https://shopfloor.space/articles/tsn-primer-converged-ethernet/2026-10-11https://shopfloor.space/assets/og/tsn-primer-converged-ethernet-ac652d03.pngTime-Sensitive Networking: a primer for automation engineers https://shopfloor.space/articles/sparkplug-b-in-one-page/2026-10-11https://shopfloor.space/assets/og/sparkplug-b-in-one-page-32592a9e.pngSparkplug B in one page https://shopfloor.space/articles/scada-mes-historian-where-each-ends/2026-10-11https://shopfloor.space/assets/og/scada-mes-historian-where-each-ends-057a8e6f.pngSCADA, MES, and historian: where each one ends https://shopfloor.space/articles/ros-2-industrial-robotics/2026-10-11https://shopfloor.space/assets/og/ros-2-industrial-robotics-3bcdc909.pngROS 2 in industrial robotics: where it fits https://shopfloor.space/articles/predictive-maintenance-data-stack/2026-10-11https://shopfloor.space/assets/og/predictive-maintenance-data-stack-3f72d6d5.pngThe predictive maintenance data stack, end to end https://shopfloor.space/articles/ot-zones-conduits-iec-62443/2026-10-11https://shopfloor.space/assets/og/ot-zones-conduits-iec-62443-4eef45b1.pngOT zones and conduits: segmentation that follows IEC 62443 https://shopfloor.space/articles/opc-ua-mqtt-sparkplug-how-they-fit/2026-10-11https://shopfloor.space/assets/og/opc-ua-mqtt-sparkplug-how-they-fit-4b59b44f.pngOPC UA, MQTT, and Sparkplug B: how they fit together https://shopfloor.space/articles/opc-ua-companion-specs-guide/2026-10-11https://shopfloor.space/assets/og/opc-ua-companion-specs-guide-b273bf1c.pngOPC UA companion specifications: a guided tour https://shopfloor.space/articles/mtconnect-cnc-connectivity/2026-10-11https://shopfloor.space/assets/og/mtconnect-cnc-connectivity-7be4f511.pngMTConnect: getting data off the machine tool https://shopfloor.space/articles/mqtt-qos-retained-sessions-explained/2026-10-11https://shopfloor.space/assets/og/mqtt-qos-retained-sessions-explained-4ae8a37f.pngMQTT QoS, retained messages, and sessions, explained https://shopfloor.space/articles/modbus-rtu-vs-tcp-practical-guide/2026-10-11https://shopfloor.space/assets/og/modbus-rtu-vs-tcp-practical-guide-e7eaabe6.pngModbus RTU vs Modbus TCP: a practical guide https://shopfloor.space/articles/machine-vision-factory-basics/2026-10-11https://shopfloor.space/assets/og/machine-vision-factory-basics-48cf3659.pngMachine vision on the factory floor: the basics that decide projects https://shopfloor.space/articles/isa-95-levels-explained/2026-10-11https://shopfloor.space/assets/og/isa-95-levels-explained-f3b6ffff.pngISA-95 levels, explained without the diagram worship https://shopfloor.space/articles/industrial-ethernet-field-guide/2026-10-11https://shopfloor.space/assets/og/industrial-ethernet-field-guide-0758058e.pngA field guide to industrial Ethernet https://shopfloor.space/articles/iec-61131-3-plc-languages-guide/2026-10-11https://shopfloor.space/assets/og/iec-61131-3-plc-languages-guide-e4967202.pngIEC 61131-3 PLC languages: which one to use https://shopfloor.space/articles/edge-gateway-patterns-connectivity/2026-10-11https://shopfloor.space/assets/og/edge-gateway-patterns-connectivity-2cc29d00.pngEdge gateway patterns for brownfield connectivity https://shopfloor.space/articles/dcs-explained-abb-800xa-freelance/2026-10-11https://shopfloor.space/assets/og/dcs-explained-abb-800xa-freelance-ed8db1ab.pngDCS, explained through ABB 800xA and Freelance https://shopfloor.space/articles/amr-vs-agv-difference/2026-10-11https://shopfloor.space/assets/og/amr-vs-agv-difference-657cc1e8.pngAMR vs AGV: what the letters actually decide