UC-032
Smart-Charging Optimisation (ChargeBrain)
Plans the next 24 hours of charging across hubs to avoid peak-tariff windows, forecasts hub demand, and re-plans when a charger faults.
TBDBuild Duration
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The Challenge
Uncontrolled charging in peak-tariff windows inflates demand charges across thousands of connectors. There is no audit trail for the regulator and re-dispatch is manual when chargers fail.
How It Works
- Reads connector telemetry, hub demand history, tariff windows and charger fault events.
- Forecasts each hub's demand and schedules charging across all hubs over a 24-hour horizon.
- A bilingual copilot explains each decision and an agent re-plans the moment a charger faults.
What It Removes
- Charging that lands in peak-tariff windows
- Manual re-dispatch after a charger faults
- Missing audit trail for the regulator
Input Data RequirementsCharger and connector telemetry, hub demand history, tariff schedules, charger fault events, session records
Output Format24-hour charging schedule per hub, demand forecasts, bilingual decision explanations, regulator audit trail, fault re-plans
“The peak-hour bill comes down and, when a charger drops out, the plan fixes itself.”