Research on real time optimization algorithm for energy management of parallel hybrid electric vehicle

Xiaoxiao Luo; Wenyan Gan; Baojia Deng

doi:10.1117/12.2674647

23 May 2023 Research on real time optimization algorithm for energy management of parallel hybrid electric vehicle

Xiaoxiao Luo, Wenyan Gan, Baojia Deng

Proceedings Volume 12604, International Conference on Computer Graphics, Artificial Intelligence, and Data Processing (ICCAID 2022); 126044L (2023) https://doi.org/10.1117/12.2674647
Event: 2nd International Conference on Computer Graphics, Artificial Intelligence, and Data Processing (ICCAID 2022), 2022, Guangzhou, China

Abstract

The paper introduced an advanced real time optimization algorithm-ECMS, and used in parallel hybrid electric vehicle (PHEV). The mathematical model of vehicle’s backward simulation is established firstly. On the basis of the mathematical model, the requirement of the global optimal strategy is obtained by the hybrid energy management strategy which is derived by Pontryagin minimization principle (PMP), and analyzed the problems that need to be solved when the PMP is used to obtain the global optimal solution. In order to simplify the problems, equivalent consumption minimization strategy (ECMS) is used to approximate PMP.

Citation Download Citation

Xiaoxiao Luo, Wenyan Gan, and Baojia Deng "Research on real time optimization algorithm for energy management of parallel hybrid electric vehicle", Proc. SPIE 12604, International Conference on Computer Graphics, Artificial Intelligence, and Data Processing (ICCAID 2022), 126044L (23 May 2023); https://doi.org/10.1117/12.2674647

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