Fuel cell hybrid electric vehicles (FCHEVs) are recognized as a promising solution for vehicle electrification. However, the adoption of FCHEVs is relatively slow due to various factors such as the high cost of hydrogen and the limited lifespan of fuel cells. Therefore, effective energy management strategies are of great interest. Model predictive control (MPC) is widely employed to deal with energy management in FCHEVs. However, conventional MPC often relies on subjective selection of control weights in the objective function and the performance may be compromised. This paper proposes an optimal weight adaptation method within the MPC framework to enhance its effectiveness. The weights in the objective function are dynamically adjusted online using a moving horizon. Optimization techniques are then applied to fine tune these weights. The effectiveness of the proposed MPC controller with adaptive tuning weights is validated under the UDDS drive cycle.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    A Model Predictive Controller with Adaptive Tuning Weights for Energy Management in Fuel Cell Hybrid Electric Vehicles


    Beteiligte:
    Xun, Qian (Autor:in) / Li, Qiuyu (Autor:in) / Yang, Hengzhao (Autor:in)


    Erscheinungsdatum :

    19.06.2024


    Format / Umfang :

    1639599 byte





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Real-time Predictive Energy Management for Fuel Cell Electric Vehicles

    Zhou, Yang / Ravey, Alexandre / Pera, Marie-Cecile | IEEE | 2021


    Adaptive Energy Management Strategy for Fuel Cell Hybrid Vehicles

    Jeanneret, B. / Markel, T. / Society of Automotive Engineers | British Library Conference Proceedings | 2004


    Adaptive energy management strategy for fuel cell hybrid vehicles

    Jeanneret,B. / Markel,T. / French Nat.Inst.f.Transport a.Safety Res.,FR et al. | Kraftfahrwesen | 2004


    Optimal Energy Management of Hybrid Fuel Cell Electric Vehicles

    Panik, Ferdinand / Jabr, Rabih / Chedid, Riad et al. | SAE Technical Papers | 2015