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A four-layer business model for integration of electric vehicle charging stations and hydrogen fuelling stations into modern power systems

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  • Wu, Yongfei
  • Gu, Weiyu
  • Huang, Shoujun
  • Wei, Xiaolong
  • Safaraliev, Murodbek

Abstract

For transportation electrification, fossil fuel-based vehicles are replaced by electric vehicles (EVs) or fuel cell vehicles (FCVs). To charge EVs and FCVs, electric vehicle charging stations (EVCSs) and hydrogen fuelling stations (HFSs) are respectively needed. The review of the literature indicates that the operational planning of EVCSs integrated in distribution systems has not received enough attention; on the other hand, it is crucial to push EVCSs, HFSs and distribution systems towards 100 % renewable systems; so, in this research, the aim is to build a framework for the integration of emission-free EVCSs and HFSs in emission-free distribution systems considering their impact on transmission system operator. The Case study is the IEEE 57-bus transmission system connected to three 33-bus distribution systems, integrated with EVCSs and HFSs. Mixed-integer linear programming (MILP) models are used for EVs, FCVs, HFSs, EVCSs and transmission system, while Mixed-integer quadratic programming (MIQCP) model is used for distribution system. According to the results, the expected profits of distribution systems 1–3 are respectively $3509.41, $3550.27 and $3685.13. The expected cost of transmission system is as high as $1,818,020. The results show that due to PV modules and storage systems, the operation of all EVCSs and HFSs is profitable. The results show that the operation of all DSs is profitable; indeed, due to the existence of PV and wind generators which have no operation cost, the revenue of DSs is higher than their cost. The results also show that batteries increase the expected profit of EVCSs by 475 %.

Suggested Citation

  • Wu, Yongfei & Gu, Weiyu & Huang, Shoujun & Wei, Xiaolong & Safaraliev, Murodbek, 2025. "A four-layer business model for integration of electric vehicle charging stations and hydrogen fuelling stations into modern power systems," Applied Energy, Elsevier, vol. 377(PC).
  • Handle: RePEc:eee:appene:v:377:y:2025:i:pc:s0306261924020130
    DOI: 10.1016/j.apenergy.2024.124630
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    References listed on IDEAS

    as
    1. Zhao, Zhonghao & Lee, Carman K.M. & Huo, Jiage, 2023. "EV charging station deployment on coupled transportation and power distribution networks via reinforcement learning," Energy, Elsevier, vol. 267(C).
    2. Turdybek, Balgynbek & Tostado-Véliz, Marcos & Mansouri, Seyed Amir & Rezaee Jordehi, Ahmad & Jurado, Francisco, 2024. "A local electricity market mechanism for flexibility provision in industrial parks involving Heterogenous flexible loads," Applied Energy, Elsevier, vol. 359(C).
    3. Zhang, Pan & Mansouri, Seyed Amir & Rezaee Jordehi, Ahmad & Tostado-Véliz, Marcos & Alharthi, Yahya Z. & Safaraliev, Murodbek, 2024. "An ADMM-enabled robust optimization framework for self-healing scheduling of smart grids integrated with smart prosumers," Applied Energy, Elsevier, vol. 363(C).
    4. Polisetty, S.P.R. Swamy & Jayanthi, R. & Sai Veerraju, M., 2023. "An intelligent optimal charging stations placement on the grid system for the electric vehicle application," Energy, Elsevier, vol. 285(C).
    5. Mansouri, Seyed Amir & Nematbakhsh, Emad & Ahmarinejad, Amir & Jordehi, Ahmad Rezaee & Javadi, Mohammad Sadegh & Marzband, Mousa, 2022. "A hierarchical scheduling framework for resilience enhancement of decentralized renewable-based microgrids considering proactive actions and mobile units," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    6. Rezaee Jordehi, Ahmad & Mansouri, Seyed Amir & Tostado-Véliz, Marcos & Sirjani, Reza & Safaraliev, Murodbek & Nasir, Mohammad, 2024. "A three-level model for integration of hydrogen refuelling stations in interconnected power-gas networks considering vehicle-to-infrastructure (V2I) technology," Energy, Elsevier, vol. 308(C).
    7. Awasthi, Abhishek & Venkitusamy, Karthikeyan & Padmanaban, Sanjeevikumar & Selvamuthukumaran, Rajasekar & Blaabjerg, Frede & Singh, Asheesh K., 2017. "Optimal planning of electric vehicle charging station at the distribution system using hybrid optimization algorithm," Energy, Elsevier, vol. 133(C), pages 70-78.
    8. Mansouri, Seyed Amir & Rezaee Jordehi, Ahmad & Marzband, Mousa & Tostado-Véliz, Marcos & Jurado, Francisco & Aguado, José A., 2023. "An IoT-enabled hierarchical decentralized framework for multi-energy microgrids market management in the presence of smart prosumers using a deep learning-based forecaster," Applied Energy, Elsevier, vol. 333(C).
    9. Luo, Lizi & Wu, Zhi & Gu, Wei & Huang, He & Gao, Song & Han, Jun, 2020. "Coordinated allocation of distributed generation resources and electric vehicle charging stations in distribution systems with vehicle-to-grid interaction," Energy, Elsevier, vol. 192(C).
    10. Nasiri, Nima & Mansour Saatloo, Amin & Mirzaei, Mohammad Amin & Ravadanegh, Sajad Najafi & Zare, Kazem & Mohammadi-ivatloo, Behnam & Marzband, Mousa, 2023. "A robust bi-level optimization framework for participation of multi-energy service providers in integrated power and natural gas markets," Applied Energy, Elsevier, vol. 340(C).
    11. Clairand, Jean-Michel & González-Rodríguez, Mario & Kumar, Rajesh & Vyas, Shashank & Escrivá-Escrivá, Guillermo, 2022. "Optimal siting and sizing of electric taxi charging stations considering transportation and power system requirements," Energy, Elsevier, vol. 256(C).
    12. Rajani, B. & Kommula, Bapayya Naidu, 2022. "An optimal energy management among the electric vehicle charging stations and electricity distribution system using GPC-RERNN approach," Energy, Elsevier, vol. 245(C).
    13. Aguado, José A. & Paredes, Ángel, 2023. "Coordinated and decentralized trading of flexibility products in Inter-DSO Local Electricity Markets via ADMM," Applied Energy, Elsevier, vol. 337(C).
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