PLC Predictive Maintenance

Operations Console

Transparent Demo Project

This app runs as a public demonstration prototype. Data, asset names, and operating scenarios are synthetic or intentionally adjusted so the solution can be shown transparently to end customers without exposing internal know-how, operating details, or customer data.

DEMO

KPI Snapshot

line-01 / conveyor_speed

Live telemetry
Health score70WATCH risk posture
Open alerts68active maintenance queue
Recent anomalies8selected signal
Last sample08:59 UTC1 assets / 5 signals

Trend Intelligence

line-01 / conveyor_speed

WATCH

Alert Queue

Latest anomaly-driven maintenance alerts

24 rows
TimeAssetSignalPriorityMessage
2026-06-29 06:28:34 UTCline-01cycle_timeMEDIUMMEDIUM: Sudden spike detected for cycle_time: delta=0.108, z_score=3.11
2026-06-29 06:28:34 UTCline-01cycle_timeMEDIUMMEDIUM: Sudden spike detected for cycle_time: delta=0.127, z_score=3.41
2026-06-29 06:28:34 UTCline-01conveyor_speedMEDIUMMEDIUM: Sudden spike detected for conveyor_speed: delta=0.382, z_score=1.50
2026-06-29 06:28:34 UTCline-01conveyor_speedHIGHHIGH: Sudden drop detected for conveyor_speed: delta=-0.429, z_score=6.82
2026-06-29 06:28:34 UTCline-01conveyor_speedHIGHHIGH: conveyor_speed value 0.774 is below configured limit 0.800
2026-06-29 06:28:34 UTCline-01cycle_timeMEDIUMMEDIUM: Sudden spike detected for cycle_time: delta=0.085, z_score=3.09
2026-06-29 06:28:34 UTCline-01temperatureMEDIUMMEDIUM: Trend drift detected for temperature: slope=0.5259
2026-06-29 06:28:34 UTCline-01cycle_timeMEDIUMMEDIUM: Sudden spike detected for cycle_time: delta=0.150, z_score=3.41
2026-06-29 06:28:34 UTCline-01temperatureMEDIUMMEDIUM: Trend drift detected for temperature: slope=0.7509
2026-06-29 06:28:34 UTCline-01temperatureMEDIUMMEDIUM: Trend drift detected for temperature: slope=0.8974
2026-06-29 06:28:34 UTCline-01temperatureHIGHHIGH: Sudden drop detected for temperature: delta=-15.550, z_score=1.28
2026-06-29 06:28:34 UTCline-01temperatureMEDIUMMEDIUM: Trend drift detected for temperature: slope=1.0909
2026-06-29 06:28:34 UTCline-01temperatureHIGHHIGH: Sudden spike detected for temperature: delta=15.930, z_score=5.69
2026-06-29 06:28:34 UTCline-01temperatureHIGHHIGH: temperature value 92.637 is above configured limit 85.000
2026-06-29 06:28:34 UTCline-01conveyor_speedMEDIUMMEDIUM: Sudden spike detected for conveyor_speed: delta=0.430, z_score=0.63
2026-06-29 06:28:34 UTCline-01conveyor_speedHIGHHIGH: Sudden drop detected for conveyor_speed: delta=-0.439, z_score=18.93
2026-06-29 06:28:34 UTCline-01temperatureMEDIUMMEDIUM: Trend drift detected for temperature: slope=0.3587
2026-06-29 06:28:34 UTCline-01temperatureMEDIUMMEDIUM: Trend drift detected for temperature: slope=0.3918
2026-06-29 06:28:34 UTCline-01temperatureMEDIUMMEDIUM: Trend drift detected for temperature: slope=0.3833
2026-06-29 06:28:34 UTCline-01temperatureMEDIUMMEDIUM: Trend drift detected for temperature: slope=0.3665
2026-06-29 06:28:33 UTCline-01temperatureMEDIUMMEDIUM: Trend drift detected for temperature: slope=0.4831
2026-06-29 06:28:33 UTCline-01temperatureMEDIUMMEDIUM: Trend drift detected for temperature: slope=0.6847
2026-06-29 06:28:33 UTCline-01temperatureMEDIUMMEDIUM: Trend drift detected for temperature: slope=0.8736
2026-06-29 06:28:33 UTCline-01temperatureHIGHHIGH: Sudden drop detected for temperature: delta=-15.065, z_score=0.72