To improve the electric vehicle remaining driving range estimation, this paper investigates the vehicle driving energy consumption estimation method based on advanced technologies including vehicle, infrastructure, transport and cloud. Based on these technologies, real-time vehicle mass, future road information and driving condition are obtained. Thus, the vehicle future driving energy consumption and remaining driving range can be predicted. From the simulation, the proposed predictive estimation method achieves higher accuracy than the conventional proportional estimation method which is based on the standard driving cycles and real-time battery SOC condition. The proposed predictive estimation method also outperforms the dynamic estimation method which considers recent driver behaviours and driving condition characteristics.


    Access

    Check access

    Check availability in my library

    Order at Subito €


    Export, share and cite



    Title :

    Electric Vehicle Remaining Driving Range Estimation with Predictive Driving Condition


    Additional title:

    Lect. Notes Electrical Eng.


    Contributors:
    Wong, Pak Kin (editor) / Xu, Jun (editor) / Zhou, Shilei (author) / Zhang, Lanwen (author) / Wu, Rina (author) / Wang, Beichen (author)

    Conference:

    International Conference on Electric Vehicle and Vehicle Engineering ; 2024 ; Zhuhai, China December 20, 2024 - December 22, 2024



    Publication date :

    2025-07-01


    Size :

    9 pages





    Type of media :

    Article/Chapter (Book)


    Type of material :

    Electronic Resource


    Language :

    English




    Remaining driving range estimation of electric vehicle

    Zhang, Yuhe / Wang, Wenjia / Kobayashi, Yuichi et al. | IEEE | 2012


    Remaining driving range estimation method and device and electric vehicle

    FAN SAI | European Patent Office | 2022

    Free access


    Electric vehicle remaining driving range estimation method and device, storage medium and equipment

    GUO DONG / ZHENG WENXIN / LI CHAOCHAO et al. | European Patent Office | 2020

    Free access

    Method for predicting remaining driving range of pure electric vehicle

    XU NAN / JIN CHANGCHENG / LI JINCHENG et al. | European Patent Office | 2025

    Free access