Portal:Process Intelligence/Command Center
Overall Equipment Effectiveness (OEE)
84.2%
+1.8 pp vs. yesterday
Energy per Vehicle
612 kWh/unit
-2.4% vs. target
First Pass Yield
96.8%
+0.3 pp vs. 7-day avg
38 decisions
+$64,200
-284 tCO₂e
Most-impactful decision today: Chiller 01 SP 6.5→7.2°C at 08:14. OEE unaffected; plant electrical load -180 kW within 12 min.
Live AI Recommendations Digest
Human-in-the-Loop| Unit | Tag | Current → Recommended | Predicted Benefit | Conf. | Status | Action |
|---|---|---|---|---|---|---|
| E-Coat Bath 01 | PA.PaintShop.ECoat01.SP_pH | 5.805.72 | -3.2% defect rate, -1.8% chemical | 92% | pending | |
| Cure Oven Zone1 | PA.PaintShop.CureOven01.Zone1_SP | 165.0 °C162.5 °C | -2.4% gas consumption | 88% | pending | |
| Chiller 01 | PA.Utilities.Chiller01.SP_SupplyTemp | 6.5 °C7.2 °C | -4.1% electrical load | 94% | pending | |
| Comp. Air Hdr | PA.Utilities.CompAir01.SP_Pressure | 7.2 bar6.8 bar | -3.6% compressor kW | 90% | applied | 2m ago |
| E-Coat Bath 02 | PA.PaintShop.ECoat02.SP_Temperature | 31.2 °C30.5 °C | -1.9% energy, no quality impact | 86% | pending | |
| Spray Booth 03 | PA.PaintShop.Booth03.SP_Humidity | 58%62% | -1.4% rework rate | 83% | pending |
Current Operating Mode
HITL
Max deviation allowed
±5% of operator setpoint
Override excluded tags (8 safety-critical)
ns=2;s=PA.Safety.EmergencyStop
ns=2;s=PA.PaintShop.Oven01.OverTemp_SP
ns=2;s=PA.Safety.InterlockBypass
+5 more...
Active guardrail
No setpoint changes during shift handover (06:00–06:30)
OK — Outside windowEnergy Snapshot — last 24 h
AI insight: Paint Shop energy is 6.4% above model expected given current throughput. Primary driver: Cure Oven Zone 1 SP overshoot. See Energy Optimizer → Paint → CureOven01.
Paint ShopBody ShopBattery LineUtilities
Quality Snapshot — last 24 h
Model R²=0.89 over last 7 days. Next hour forecast: 4.2 defects (±1.1). Top feature: E-Coat bath pH deviation.
Actual Defects/hrAI Predicted
Critical & High-Priority Alarms
🔴HIGH4m ago
PA.PaintShop.CureOven01.Zone2_PV
178.4°C > limit 175°C
Likely cause: burner 2 modulation lag (87% confidence)
🔴HIGH9m ago
PA.Battery.Formation03.Cell_Voltage_STD
0.08V > limit 0.05V
Likely cause: cell 14 internal resistance drift (82% confidence)
🟡MED14m ago
PA.Utilities.Chiller02.PV_Approach
3.2K > limit 3.0K
Likely cause: condenser fouling trend detected (79% confidence)
Live KPI Correlation — Trailing 30 Days
OEE
FP Yield
Energy/Veh
CO₂/Veh
Defect PPM
OEE
FP Yield
Energy/Veh
CO₂/Veh
Defect PPM
No significant trade-off between Energy/Vehicle and Yield over last 30 days (r=−0.08). AI interventions are Pareto-improving.
KPI Driver Attribution — Energy/Vehicle MTD
60% of MTD energy improvement traces to Paint, largely driven by Cure Oven zone-temperature optimizations.