Automated Spot Market Bidding and Dynamic Tariff Optimization
Ingesting 5-minute locational marginal pricing (LMP) feeds and optimizing charging schedules to minimize wholesale electricity purchase costs.
Stochastic Price Forecasting
Recurrent neural networks predict localized negative pricing events caused by sudden wind/solar generation surges.
- Direct automated integration with CAISO, ERCOT, and Nord Pool markets.
- Wholesale charging cost reductions of up to 42% for commercial fleets.
- Continuous risk-constrained stochastic optimization.
- Guaranteed minimum vehicle SoC maintained regardless of market spikes.
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