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Manufacturing

OEE & Production Tracking

Real-time Overall Equipment Effectiveness calculated at the edge. Availability x Performance x Quality -- measured every cycle, not every shift.

PRODUCTION LINE — SHIFT ARUNNINGFEEDCYCLECT:4.2sTPH:857S1MACHINECYCLECT:5.0sTPH:720S2ASSEMBLYCYCLECT:4.3sTPH:835S3PACKCYCLECT:3.4sTPH:1053S4OEE GAUGE87.7% OEEA: 91.2%P: 96.5%Q: 99.6%PARTS COUNTERGood:1247Reject:11Yield:99.6%SHIFT SUMMARYShift:A (06:00-14:00)Runtime:6h 42mStops:4 eventsTarget:1,400 pcsCYCLE TIME (s)FEEDMACHASSEPACKDOWNTIME TIMELINE — 8HR SHIFT6:007:008:009:0010:0011:0012:0013:0014:00ChangeoverBreakdownMinor StopPARETO — TOP 5 STOP REASONSChangeover85mMaterial62mBreakdown48mStartup30mMinor Stop18mtwinedge@line-01:~$ oee --live Line Status: RUNNING Current OEE: 87.7% Parts/Hour: 857 pph Active Stops: 0 Shift Progress: 83.7% Next Changeover: 47 minLIVE METRICSOEE87.7%AVAIL91.2%PERF96.5%QUAL99.6%PARTS1247TAKT4.2s

The Three Pillars of OEE

World-class OEE is 85%+. Most plants operate at 60%. TwinEdge shows you exactly where the gap is.

Availability

Actual run time vs planned production time. Captures unplanned stops, changeovers, and material shortages.

World-class target: 90%+

Performance

Actual throughput vs theoretical max speed. Detects micro-stops, slow cycles, and operator hesitation.

World-class target: 95%+

Quality

Good parts vs total parts produced. Tracks scrap, rework, and startup rejects in real time.

World-class target: 99.9%+

From Data to Decisions in Seconds

Real-Time OEE Dashboard

Live OEE calculated at the edge every cycle. No waiting for shift-end reports -- see losses as they happen.

Pareto Loss Analysis

Automatic categorization of the top 5 downtime reasons per machine. Drill from plant-level OEE down to individual stop events.

Speed Loss Detection

Physics models compare actual cycle time against ideal cycle time. Flags mechanical degradation before operators notice throughput drop.

Quality Event Correlation

Correlate quality rejects with equipment telemetry. Vibration spike at 10:14 AM matched to dimensional variance in parts at 10:15 AM.

Monitored Assets

CNC Machining CentersSpindle utilization, cycle time variance, tool wear index
Hydraulic PressesPress force consistency, ram position accuracy, hydraulic temp
Packaging LinesUnits per minute, jam frequency, changeover duration
Conveyors & Material HandlingBelt speed, motor current, accumulation dwell time

Stop Guessing. Start Measuring.

See real-time OEE for every machine on your floor -- from first sensor to first insight in under a day.