Mentioned in 4 AI use cases across 1 industries
An AI controller decides when a battery should provide energy and when an ultracapacitor should handle fast power bursts, so the system uses each device for what it does best.
A neural network acts like a fast traffic controller that decides, almost instantly, whether the battery or the supercapacitor should handle incoming or outgoing power in a solar-plus-storage system.
Use AI to decide when a supercapacitor should quickly absorb or release electricity so wind or solar power looks steadier to the grid.
An AI controller learns how to split power demand in an electric vehicle between a battery and a supercapacitor, using wavelet-based signal processing to separate fast and slow power needs so the battery is protected and the vehicle still gets quick bursts of power.