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The vehicle charging problem with renewable energy sources in freight transport: Model and application

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  • Dimitriou, Paraskevi
  • Gkiotsalitis, Konstantinos

Abstract

The transportation sector is responsible for more than 30 % of the total energy consumption in most countries, making it necessary to promote and develop green and sustainable methods in order to eliminate the air pollution and the climate change caused by it. Electromobility is developing rapidly, with the aim of reducing the environmental footprint in transport, given that the freight transport sector is responsible for the biggest portion of the CO2 emissions. However, it should be investigated whether the electric vehicles (EVs) are truly low-carbon, especially during their charging process. To this end, this paper studies the integration of renewable energy sources (RES) in the charging of freight vehicles. It analyzes the penetration of RES, such as solar energy and wind energy in charging systems, with the aim of (a) reducing the supply of electricity for charging from the grid, and (b) maximizing the use of RES. Moreover, this study formulates the electric vehicle charging problem for freight transport to minimize the power derived from the grid for charging uses. It also strives to minimize the charging costs and maximize the satisfaction related to delivery services. The developed model is a bi-objective mixed-integer nonlinear model, which is reformulated as a mixed-integer linear model. Experimental tests are conducted, exploring the trade off between the increase in charging from RES and the reduction in vehicle running costs.

Suggested Citation

  • Dimitriou, Paraskevi & Gkiotsalitis, Konstantinos, 2025. "The vehicle charging problem with renewable energy sources in freight transport: Model and application," Applied Energy, Elsevier, vol. 392(C).
  • Handle: RePEc:eee:appene:v:392:y:2025:i:c:s0306261925006750
    DOI: 10.1016/j.apenergy.2025.125945
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    References listed on IDEAS

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    1. Battke, Benedikt & Schmidt, Tobias S. & Grosspietsch, David & Hoffmann, Volker H., 2013. "A review and probabilistic model of lifecycle costs of stationary batteries in multiple applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 240-250.
    2. Xiao, Yiyong & Zhang, Yue & Kaku, Ikou & Kang, Rui & Pan, Xing, 2021. "Electric vehicle routing problem: A systematic review and a new comprehensive model with nonlinear energy recharging and consumption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 151(C).
    3. Quddus, Md Abdul & Kabli, Mohannad & Marufuzzaman, Mohammad, 2019. "Modeling electric vehicle charging station expansion with an integration of renewable energy and Vehicle-to-Grid sources," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 128(C), pages 251-279.
    4. Makeen, Peter & Ghali, Hani A. & Memon, Saim & Duan, Fang, 2023. "Smart techno-economic operation of electric vehicle charging station in Egypt," Energy, Elsevier, vol. 264(C).
    5. Martin, H. & Buffat, R. & Bucher, D. & Hamper, J. & Raubal, M., 2022. "Using rooftop photovoltaic generation to cover individual electric vehicle demand—A detailed case study," Renewable and Sustainable Energy Reviews, Elsevier, vol. 157(C).
    6. Paraskevi Dimitriou & Amalia Nikolopoulou & Konstantinos Gkiotsalitis, 2025. "An exact approach for the charging station location selection problem in urban freight transport," Operational Research, Springer, vol. 25(2), pages 1-32, June.
    7. Mwasilu, Francis & Justo, Jackson John & Kim, Eun-Kyung & Do, Ton Duc & Jung, Jin-Woo, 2014. "Electric vehicles and smart grid interaction: A review on vehicle to grid and renewable energy sources integration," Renewable and Sustainable Energy Reviews, Elsevier, vol. 34(C), pages 501-516.
    8. Pantoš, Miloš, 2011. "Stochastic optimal charging of electric-drive vehicles with renewable energy," Energy, Elsevier, vol. 36(11), pages 6567-6576.
    9. Meng, Jian & Mu, Yunfei & Jia, Hongjie & Wu, Jianzhong & Yu, Xiaodan & Qu, Bo, 2016. "Dynamic frequency response from electric vehicles considering travelling behavior in the Great Britain power system," Applied Energy, Elsevier, vol. 162(C), pages 966-979.
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