Ravi Samikannu

A hybrid CNN–LSTM-attention network for adaptive energy management of battery–supercapacitor systems in electric vehicles

The results have shown that the proposed intelligent energy management system is more efficient than the traditional rule-based control system, it has reduced the peak current stress on battery, and the voltage regulation is achieved during dynamic loads.