This paper addresses challenges related to the short service life and low efficiency of hybrid energy storage systems. A semiactive hybrid energy storage system with an ultracapacitor and a direct current (DC) bus directly connected in parallel is constructed first, and then related models are established for the lithium-ion battery, system loss, and DC bus. Based on the multiobjective evaluation function, a hybrid energy storage system Model Predictive Control-Differential Evolution (MPC-DE) energy management method is proposed. Experiments were conducted under China Light-Duty Vehicle Test Cycle-Passenger Car (CLTC-P) and Highway Fuel Economy Test (HWFET) driving cycles. The experimental results show that compared with other methods, this strategy can effectively reduce the loss of lithium-ion battery and ultracapacitor hybrid energy storage system and improve the system efficiency.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Energy Management Strategy Based on Model Predictive Control-Differential Evolution for Hybrid Energy Storage System in Electric Vehicles


    Beteiligte:
    Yaohua Tang (Autor:in) / Junchao Xie (Autor:in) / Yongpeng Shen (Autor:in) / Songnan Sun (Autor:in) / Yuanfeng Li (Autor:in)


    Erscheinungsdatum :

    2024




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Unbekannt




    ENERGY MANAGEMENT STRATEGY FOR HYBRID ELECTRIC VEHICLES

    De Souza, R.B. / Dedini, F.G. / Society of Automotive Engineers | British Library Conference Proceedings | 2009


    Energy Management Strategy for Hybrid Electric Vehicles

    Dedini, Franco Giuseppe / de Souza, Reynaldo Barros | SAE Technical Papers | 2009


    Optimal Energy Management Strategy for Hybrid Electric Vehicles

    Quanshi, Chen / Yaobin, Chen / Guangyu, Tian et al. | SAE Technical Papers | 2004


    Optimal energy management strategy for hybrid electric vehicles

    Han,Z. / Yuan,Z. / Guangyu,T. et al. | Kraftfahrwesen | 2004


    Optimal Energy Management Strategy for Hybrid Electric Vehicles

    Han, Z. / Yuan, Z. / Guangyu, T. et al. | British Library Conference Proceedings | 2004