POWER MANAGEMENT OPTIMIZATION FOR HYBRID POWER SOURCES

Patentradars sammanfattning

The invention provides a method and system for optimizing energy distribution in hybrid machines (e.g., fuel-cell/battery wheel loaders) through a structured algorithm development pipeline. Starting from a machine recipe, a plant model is built and a library of candidate control algorithms is generated by simulating multiple scenarios against selected KPIs, optimization connections, and machine requirements. An algorithm is chosen based on the controller's CPU capability (scored via hardware-in-loop simulation), then iteratively simplified by pruning low-impact KPIs and refined by re-weighting the remaining KPIs until the algorithm fits within available compute budget. The resulting algorithm is integrated directly into the on-board ECM for real-time power management.

AI-genererad och redaktionellt processad.