IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v16y2023i2p983-d1036928.html
   My bibliography  Save this article

Electric Vehicle Charging Station Layout for Tourist Attractions Based on Improved Two-Population Genetic PSO

Author

Listed:
  • Shuang Che

    (School of Shipping Economics and Management, Dalian Maritime University, Dalian 116026, China)

  • Yan Chen

    (School of Shipping Economics and Management, Dalian Maritime University, Dalian 116026, China)

  • Longda Wang

    (School of Automation and Electrical Engineering, Dalian Jiaotong University, Dalian 116028, China)

Abstract

In this paper, the optimization issue of electric vehicle charging station layout (EVCSL) for tourist attractions is addressed, and an improved PSO is used to solve the optimization issue. Specifically, the improved particle swarm optimization (PSO) is proposed to obtain an appreciative planning solution of EVCSL, and dynamic weight adjustment strategy and integration into the two-population genetic mode are proposed to improve the optimization quality for PSO. Simulation results show that the proposed improvement strategies can increase the optimization quality for PSO effectively so that a more appreciative planning solution of EVCSL can be obtained.

Suggested Citation

  • Shuang Che & Yan Chen & Longda Wang, 2023. "Electric Vehicle Charging Station Layout for Tourist Attractions Based on Improved Two-Population Genetic PSO," Energies, MDPI, vol. 16(2), pages 1-17, January.
  • Handle: RePEc:gam:jeners:v:16:y:2023:i:2:p:983-:d:1036928
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/16/2/983/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/16/2/983/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. LaMonaca, Sarah & Ryan, Lisa, 2022. "The state of play in electric vehicle charging services – A review of infrastructure provision, players, and policies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 154(C).
    2. Liu, Zongwei & Hao, Han & Cheng, Xiang & Zhao, Fuquan, 2018. "Critical issues of energy efficient and new energy vehicles development in China," Energy Policy, Elsevier, vol. 115(C), pages 92-97.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Bahman Ahmadi & Elham Shirazi, 2023. "A Heuristic-Driven Charging Strategy of Electric Vehicle for Grids with High EV Penetration," Energies, MDPI, vol. 16(19), pages 1-26, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zhang, Yanghuan & Li, Xufeng & Cai, Ying & Qi, Yan & Guo, Shihai & Zhao, Dongliang, 2019. "Improved hydrogen storage performances of Mg-Y-Ni-Cu alloys by melt spinning," Renewable Energy, Elsevier, vol. 138(C), pages 263-271.
    2. Xinglong Liu & Fuquan Zhao & Han Hao & Kangda Chen & Zongwei Liu & Hassan Babiker & Amer Ahmad Amer, 2020. "From NEDC to WLTP: Effect on the Energy Consumption, NEV Credits, and Subsidies Policies of PHEV in the Chinese Market," Sustainability, MDPI, vol. 12(14), pages 1-19, July.
    3. Jianlong Wu & Zhongji Yang & Xiaobo Hu & Hongqi Wang & Jing Huang, 2018. "Exploring Driving Forces of Sustainable Development of China’s New Energy Vehicle Industry: An Analysis from the Perspective of an Innovation Ecosystem," Sustainability, MDPI, vol. 10(12), pages 1-24, December.
    4. Verónica Anadón Martínez & Andreas Sumper, 2023. "Planning and Operation Objectives of Public Electric Vehicle Charging Infrastructures: A Review," Energies, MDPI, vol. 16(14), pages 1-41, July.
    5. Ajanovic, Amela & Haas, Reinhard, 2018. "Economic prospects and policy framework for hydrogen as fuel in the transport sector," Energy Policy, Elsevier, vol. 123(C), pages 280-288.
    6. Weixing Liu & Hongtao Yi, 2020. "What Affects the Diffusion of New Energy Vehicles Financial Subsidy Policy? Evidence from Chinese Cities," IJERPH, MDPI, vol. 17(3), pages 1-15, January.
    7. Zhou, Jianli & Wu, Yunna & Tao, Yao & Gao, Jianwei & Zhong, Zhiming & Xu, Chuanbo, 2021. "Geographic information big data-driven two-stage optimization model for location decision of hydrogen refueling stations: An empirical study in China," Energy, Elsevier, vol. 225(C).
    8. Yu, Zhen & Wang, Yilan & Ma, Xiaoqian & Shuai, Chuanmin & Zhao, Yujia, 2023. "How critical mineral supply security affects China NEVs industry? Based on a prediction for chromium and cobalt in 2030," Resources Policy, Elsevier, vol. 85(PB).
    9. Jiang, Jingjing & Ye, Bin & Liu, Junguo, 2019. "Peak of CO2 emissions in various sectors and provinces of China: Recent progress and avenues for further research," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 813-833.
    10. Xu, Chuanbo & Wu, Yunna & Dai, Shuyu, 2020. "What are the critical barriers to the development of hydrogen refueling stations in China? A modified fuzzy DEMATEL approach," Energy Policy, Elsevier, vol. 142(C).
    11. Ou, Shiqi & Hao, Xu & Lin, Zhenhong & Wang, Hewu & Bouchard, Jessey & He, Xin & Przesmitzki, Steven & Wu, Zhixin & Zheng, Jihu & Lv, Renzhi & Qi, Liang & LaClair, Tim J., 2019. "Light-duty plug-in electric vehicles in China: An overview on the market and its comparisons to the United States," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 747-761.
    12. Li, Chengjiang & Negnevitsky, Michael & Wang, Xiaolin & Yue, Wen Long & Zou, Xin, 2019. "Multi-criteria analysis of policies for implementing clean energy vehicles in China," Energy Policy, Elsevier, vol. 129(C), pages 826-840.
    13. Liu, Hongxiang & Han, Ling & Cao, Yue, 2020. "Improving transmission efficiency and reducing energy consumption with automotive continuously variable transmission: A model prediction comprehensive optimization approach," Applied Energy, Elsevier, vol. 274(C).
    14. Jingnan Zhang & Shichun Xu & Zhengxia He & Chengze Li & Xiaona Meng, 2022. "Factors Influencing Adoption Intention for Electric Vehicles under a Subsidy Deduction: From Different City-Level Perspectives," Sustainability, MDPI, vol. 14(10), pages 1-24, May.
    15. Shi, Lei & Wu, Rongxin & Lin, Boqiang, 2023. "Where will go for electric vehicles in China after the government subsidy incentives are abolished? A controversial consumer perspective," Energy, Elsevier, vol. 262(PA).
    16. Peng Yu & Jian Zhang & Defang Yang & Xin Lin & Tianying Xu, 2019. "The Evolution of China’s New Energy Vehicle Industry from the Perspective of a Technology–Market–Policy Framework," Sustainability, MDPI, vol. 11(6), pages 1-14, March.
    17. Fuquan Zhao & Kangda Chen & Han Hao & Zongwei Liu, 2020. "Challenges, Potential and Opportunities for Internal Combustion Engines in China," Sustainability, MDPI, vol. 12(12), pages 1-15, June.
    18. Jon Williamsson, 2022. "EV Charging on Ferries and in Terminals—A Business Model Perspective," Energies, MDPI, vol. 15(18), pages 1-14, September.
    19. Ajanovic, Amela & Sayer, Marlene & Haas, Reinhard, 2024. "On the future relevance of green hydrogen in Europe," Applied Energy, Elsevier, vol. 358(C).
    20. Zongwei Liu & Xinglong Liu & Han Hao & Fuquan Zhao & Amer Ahmad Amer & Hassan Babiker, 2020. "Research on the Critical Issues for Power Battery Reusing of New Energy Vehicles in China," Energies, MDPI, vol. 13(8), pages 1-19, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:16:y:2023:i:2:p:983-:d:1036928. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.