In the past two decades, more and more people have gathered in cities, which are facing serious traffic congestion and environmental pollution. Shenzhen has taken the lead in completing the upgrade from fuel buses to fully electric buses, proving that it is inevitable for urban public transportation companies to adopt pure electric buses. However, due to the limitations of the current level of technological development, electric buses are marked by short cruising distance and long charging time, and traditional fuel bus scheduling models are no longer feasible. Research on the application of pure electric bus dispatching is imminent and difficult. Depending on the characteristics of pure-electric bus dispatch, this paper constructs an optimization model of vehicle dispatching with minimum cost from the perspective of operating enterprises and designs a solution process based on immune optimization algorithm. Finally, four bus routes are selected for example analysis to obtain driving dispatching schemes with different battery capacities and charging characteristics. The example results show that with the increase of the cruising distance and charging speed, the minimum fleet size required for dispatch and the corresponding dispatch cost have all decreased, but when it increases to a certain value, the characteristics of the bus no longer affect the dispatch plan.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Optimization of Pure Electric Bus Scheduling Based on Immune Optimization Algorithm


    Weitere Titelangaben:

    Smart Innovation, Systems and Technologies


    Beteiligte:
    Qu, Xiaobo (Herausgeber:in) / Zhen, Lu (Herausgeber:in) / Howlett, Robert J. (Herausgeber:in) / Jain, Lakhmi C. (Herausgeber:in) / Ruan, Lianjie (Autor:in) / Hao, Xiaoni (Autor:in) / Qi, Weiwei (Autor:in)


    Erscheinungsdatum :

    06.06.2021


    Format / Umfang :

    11 pages





    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Optimization of Pure Electric Bus Scheduling Based on Immune Optimization Algorithm

    Ruan, Lianjie / Hao, Xiaoni / Qi, Weiwei | TIBKAT | 2021


    Pure electric vehicle load estimation method based on intelligent optimization algorithm

    SHI SHAOJIAN / ZOU LIANG / CAO CAN et al. | Europäisches Patentamt | 2023

    Freier Zugriff

    Electric vehicle charging scheduling optimization algorithm based on improved NSGA-II algorithm

    CHEN SIYUAN / LI DENGSHU / GENG NA et al. | Europäisches Patentamt | 2025

    Freier Zugriff

    Shift strategy optimization of pure electric MPV based on multi island genetic algorithm

    Gong, Naifa / Wang, Yong / Yuan, Zhongrui et al. | SPIE | 2023


    Shift strategy optimization of pure electric MPV based on multi island genetic algorithm

    Gong, Naifa / Wang, Yong / Yuan, Zhongrui et al. | British Library Conference Proceedings | 2023