A controllable neural network-based method for optimal energy management of fuel cell hybrid electric vehicles

• Published in: International journal of hydrogen energy Vol. 55; pp. 1371 - 1382
• Main Authors: Liu, Bo, Wei, Xiaodong, Sun, Chao, Wang, Bo, Huo, Weiwei
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 15.02.2024
• Subjects: Adaptive method; Energy management; Fuel cell hybrid electric vehicle; Neural network; Shooting method; Neural network; Fuel cell hybrid electric vehicle; Shooting method; Energy management; Adaptive method

Neural Networks (NNs) can be used for energy management of hybrid vehicles, but they are hard to tune in inference to adapt to different driving conditions. To make the NN-based energy management strategy more flexible, this paper proposes a controllable NN for optimal energy management of fuel cell...