Module 03 · Predict and prevent demand peaks
PeakShield AI™
Forecasts peak demand before it happens and automatically sheds or shifts load to dodge demand-charge penalties.
฿4.5M
penalties avoided / yr
Contract Demand
3,000kW
Predicted Peak
3,120kW
Headroom
-120kW
Penalties Avoided
฿4.5M/yr
Automated Load Shedding
Auto-Pilot ONAI is delaying the startup of Chiller #3 and Air Comp #2 by 15 minutes to stay below the 3,000 kW peak limit. Projected demand-charge saving: ฿180,000 this month.
Peak demand · 6-mo history + 3-mo AI forecast
limit 3,000 kW Actual AI forecast
Top peak contributors
kW at coincident peak
Chiller B156
Air Comp #2110
Stamping Press 03132
Injection Mold 0888
Weld Robot 0456
Peak forecasting
ML predicts coincident peaks 30+ min ahead from load shape and schedule.
Load shifting
Non-critical loads auto-shift to off-peak windows with zero operator effort.
Demand-charge guard
Hard ceiling enforcement prevents costly contract-demand breaches.