Energy management system optimization based on an LSTM deep learning model using vehicle speed prediction
The energy management of a Hybrid Electric Vehicle (HEV) is a global optimization problem, and its optimal solution inevitably entails knowing the entire mission profile.The exploitation of Vehicle-to-Everything (V2X) connectivity can pave the way for reliable short-term vehicle speed predictions.As a result, the capabilities of conventional energy