Optimize energy generation, distribution, and consumption across complex grid topologies with real-time constraint satisfaction.
Balancing intermittent renewable sources with baseload demand requires continuous optimization under uncertainty.
Maintaining frequency and voltage stability across distributed generation requires real-time optimization of thousands of nodes.
Scheduling maintenance, dispatch, and capacity allocation across a fleet of generation and storage assets with competing objectives.
Optimize generator dispatch schedules as QUBO problems. Handle startup costs, ramp rates, minimum run times, and reserve requirements.
Design and reconfigure distribution networks for minimum loss and maximum reliability. Topological analysis identifies critical nodes.
Optimize battery charge/discharge schedules across time-of-use pricing, demand response events, and grid service markets.