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Electric Vehicles for Public Transportation in Power Systems: A Review of Methodologies

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  • Jean-Michel Clairand

    (Facultad de Ingeniería y Ciencias Agropecuarias, Universidad de las Américas—Ecuador, Quito 170122, Ecuador)

  • Paulo Guerra-Terán

    (Facultad de Ingeniería y Ciencias Agropecuarias, Universidad de las Américas—Ecuador, Quito 170122, Ecuador)

  • Xavier Serrano-Guerrero

    (Grupo de Investigación en Energías, Universidad Politécnica Salesiana, Cuenca 010103, Ecuador
    Institute for Energy Engineering, Universitat Politècnica de València, 46022 Valencia, Spain)

  • Mario González-Rodríguez

    (Facultad de Ingeniería y Ciencias Agropecuarias, Universidad de las Américas—Ecuador, Quito 170122, Ecuador
    Intelligent & Interactive Systems Lab (SI 2 Lab), Universidad de las Américas—Ecuador, Quito 170125, Ecuador)

  • Guillermo Escrivá-Escrivá

    (Institute for Energy Engineering, Universitat Politècnica de València, 46022 Valencia, Spain)

Abstract

The market for electric vehicles (EVs) has grown with each year, and EVs are considered to be a proper solution for the mitigation of urban pollution. So far, not much attention has been devoted to the use of EVs for public transportation, such as taxis and buses. However, a massive introduction of electric taxis (ETs) and electric buses (EBs) could generate issues in the grid. The challenges are different from those of private EVs, as their required load is much higher and the related time constraints must be considered with much more attention. These issues have begun to be studied within the last few years. This paper presents a review of the different approaches that have been proposed by various authors, to mitigate the impact of EBs and ETs on the future smart grid. Furthermore, some projects with regard to the integration of ETs and EBs around the world are presented. Some guidelines for future works are also proposed.

Suggested Citation

  • Jean-Michel Clairand & Paulo Guerra-Terán & Xavier Serrano-Guerrero & Mario González-Rodríguez & Guillermo Escrivá-Escrivá, 2019. "Electric Vehicles for Public Transportation in Power Systems: A Review of Methodologies," Energies, MDPI, vol. 12(16), pages 1-22, August.
  • Handle: RePEc:gam:jeners:v:12:y:2019:i:16:p:3114-:d:257403
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    as
    1. Tan, Kang Miao & Ramachandaramurthy, Vigna K. & Yong, Jia Ying, 2016. "Integration of electric vehicles in smart grid: A review on vehicle to grid technologies and optimization techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 720-732.
    2. Shen, Wei & Han, Weijian & Chock, David & Chai, Qinhu & Zhang, Aling, 2012. "Well-to-wheels life-cycle analysis of alternative fuels and vehicle technologies in China," Energy Policy, Elsevier, vol. 49(C), pages 296-307.
    3. Yanni Liang & Xingping Zhang & Jian Xie & Wenfeng Liu, 2017. "An Optimal Operation Model and Ordered Charging/Discharging Strategy for Battery Swapping Stations," Sustainability, MDPI, vol. 9(5), pages 1-18, April.
    4. Yuqing Yang & Weige Zhang & Liyong Niu & Jiuchun Jiang, 2015. "Coordinated Charging Strategy for Electric Taxis in Temporal and Spatial Scale," Energies, MDPI, vol. 8(2), pages 1-17, February.
    5. Ding, Huajie & Hu, Zechun & Song, Yonghua, 2015. "Value of the energy storage system in an electric bus fast charging station," Applied Energy, Elsevier, vol. 157(C), pages 630-639.
    6. Rahman, Imran & Vasant, Pandian M. & Singh, Balbir Singh Mahinder & Abdullah-Al-Wadud, M. & Adnan, Nadia, 2016. "Review of recent trends in optimization techniques for plug-in hybrid, and electric vehicle charging infrastructures," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 1039-1047.
    7. Samy Faddel & Ali T. Al-Awami & Osama A. Mohammed, 2018. "Charge Control and Operation of Electric Vehicles in Power Grids: A Review," Energies, MDPI, vol. 11(4), pages 1-21, March.
    8. Richardson, David B., 2013. "Electric vehicles and the electric grid: A review of modeling approaches, Impacts, and renewable energy integration," Renewable and Sustainable Energy Reviews, Elsevier, vol. 19(C), pages 247-254.
    9. Aziz, Muhammad & Oda, Takuya & Ito, Masakazu, 2016. "Battery-assisted charging system for simultaneous charging of electric vehicles," Energy, Elsevier, vol. 100(C), pages 82-90.
    10. Jiang, C.X. & Jing, Z.X. & Cui, X.R. & Ji, T.Y. & Wu, Q.H., 2018. "Multiple agents and reinforcement learning for modelling charging loads of electric taxis," Applied Energy, Elsevier, vol. 222(C), pages 158-168.
    11. Jian, Liu & Yongqiang, Zhao & Hyoungmi, Kim, 2018. "The potential and economics of EV smart charging: A case study in Shanghai," Energy Policy, Elsevier, vol. 119(C), pages 206-214.
    12. dell'Olio, Luigi & Ibeas, Angel & Cecin, Patricia, 2011. "The quality of service desired by public transport users," Transport Policy, Elsevier, vol. 18(1), pages 217-227, January.
    13. Ryan Collin & Yu Miao & Alex Yokochi & Prasad Enjeti & Annette von Jouanne, 2019. "Advanced Electric Vehicle Fast-Charging Technologies," Energies, MDPI, vol. 12(10), pages 1-26, May.
    14. Geng, Zhaowei & Conejo, Antonio J. & Chen, Qixin & Xia, Qing & Kang, Chongqing, 2017. "Electricity production scheduling under uncertainty: Max social welfare vs. min emission vs. max renewable production," Applied Energy, Elsevier, vol. 193(C), pages 540-549.
    15. Mahmoud, Moataz & Garnett, Ryan & Ferguson, Mark & Kanaroglou, Pavlos, 2016. "Electric buses: A review of alternative powertrains," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 673-684.
    16. Kolbe, Karin, 2019. "Mitigating urban heat island effect and carbon dioxide emissions through different mobility concepts: Comparison of conventional vehicles with electric vehicles, hydrogen vehicles and public transport," Transport Policy, Elsevier, vol. 80(C), pages 1-11.
    17. Bi, Zicheng & Song, Lingjun & De Kleine, Robert & Mi, Chunting Chris & Keoleian, Gregory A., 2015. "Plug-in vs. wireless charging: Life cycle energy and greenhouse gas emissions for an electric bus system," Applied Energy, Elsevier, vol. 146(C), pages 11-19.
    18. Guille, Christophe & Gross, George, 2009. "A conceptual framework for the vehicle-to-grid (V2G) implementation," Energy Policy, Elsevier, vol. 37(11), pages 4379-4390, November.
    19. Feyijimi Adegbohun & Annette von Jouanne & Kwang Y. Lee, 2019. "Autonomous Battery Swapping System and Methodologies of Electric Vehicles," Energies, MDPI, vol. 12(4), pages 1-14, February.
    20. Qin, Nan & Gusrialdi, Azwirman & Paul Brooker, R. & T-Raissi, Ali, 2016. "Numerical analysis of electric bus fast charging strategies for demand charge reduction," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 386-396.
    21. Rong-Ceng Leou & Jeng-Jiun Hung, 2017. "Optimal Charging Schedule Planning and Economic Analysis for Electric Bus Charging Stations," Energies, MDPI, vol. 10(4), pages 1-17, April.
    22. Yajing Gao & Shixiao Guo & Jiafeng Ren & Zheng Zhao & Ali Ehsan & Yanan Zheng, 2018. "An Electric Bus Power Consumption Model and Optimization of Charging Scheduling Concerning Multi-External Factors," Energies, MDPI, vol. 11(8), pages 1-17, August.
    23. Zou, Yuan & Wei, Shouyang & Sun, Fengchun & Hu, Xiaosong & Shiao, Yaojung, 2016. "Large-scale deployment of electric taxis in Beijing: A real-world analysis," Energy, Elsevier, vol. 100(C), pages 25-39.
    24. Xing Zhang, 2018. "Short-Term Load Forecasting for Electric Bus Charging Stations Based on Fuzzy Clustering and Least Squares Support Vector Machine Optimized by Wolf Pack Algorithm," Energies, MDPI, vol. 11(6), pages 1-18, June.
    25. García-Villalobos, J. & Zamora, I. & San Martín, J.I. & Asensio, F.J. & Aperribay, V., 2014. "Plug-in electric vehicles in electric distribution networks: A review of smart charging approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 717-731.
    26. Wang, Renjie & Wu, Ye & Ke, Wenwei & Zhang, Shaojun & Zhou, Boya & Hao, Jiming, 2015. "Can propulsion and fuel diversity for the bus fleet achieve the win–win strategy of energy conservation and environmental protection?," Applied Energy, Elsevier, vol. 147(C), pages 92-103.
    27. Wang, Yusheng & Huang, Yongxi & Xu, Jiuping & Barclay, Nicole, 2017. "Optimal recharging scheduling for urban electric buses: A case study in Davis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 100(C), pages 115-132.
    28. Jean-Michel Clairand & Javier Rodríguez-García & Carlos Álvarez-Bel, 2018. "Electric Vehicle Charging Strategy for Isolated Systems with High Penetration of Renewable Generation," Energies, MDPI, vol. 11(11), pages 1-21, November.
    29. 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.
    30. Dan-Bi Bak & Jae-Seok Bak & Sung-Yul Kim, 2018. "Strategies for Implementing Public Service Electric Bus Lines by Charging Type in Daegu Metropolitan City, South Korea," Sustainability, MDPI, vol. 10(10), pages 1-16, September.
    31. Yang Yang & Mohamed El Baghdadi & Yuanfeng Lan & Yassine Benomar & Joeri Van Mierlo & Omar Hegazy, 2018. "Design Methodology, Modeling, and Comparative Study of Wireless Power Transfer Systems for Electric Vehicles," Energies, MDPI, vol. 11(7), pages 1-22, July.
    32. Asamer, Johannes & Reinthaler, Martin & Ruthmair, Mario & Straub, Markus & Puchinger, Jakob, 2016. "Optimizing charging station locations for urban taxi providers," Transportation Research Part A: Policy and Practice, Elsevier, vol. 85(C), pages 233-246.
    33. Wu, Ye & Yang, Zhengdong & Lin, Bohong & Liu, Huan & Wang, Renjie & Zhou, Boya & Hao, Jiming, 2012. "Energy consumption and CO2 emission impacts of vehicle electrification in three developed regions of China," Energy Policy, Elsevier, vol. 48(C), pages 537-550.
    34. Verbruggen, Aviel & Fischedick, Manfred & Moomaw, William & Weir, Tony & Nadaï, Alain & Nilsson, Lars J. & Nyboer, John & Sathaye, Jayant, 2010. "Renewable energy costs, potentials, barriers: Conceptual issues," Energy Policy, Elsevier, vol. 38(2), pages 850-861, February.
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    5. Bong-Gi Choi & Byeong-Chan Oh & Sungyun Choi & Sung-Yul Kim, 2020. "Selecting Locations of Electric Vehicle Charging Stations Based on the Traffic Load Eliminating Method," Energies, MDPI, vol. 13(7), pages 1-20, April.
    6. Sebastian Angermeier & Jonas Ketterer & Christian Karcher, 2020. "Liquid-Based Battery Temperature Control of Electric Buses," Energies, MDPI, vol. 13(19), pages 1-20, September.
    7. 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).
    8. Yao Pei & Yann Le Bihan & Mohamed Bensetti & Lionel Pichon, 2021. "Comparison of Coupling Coils for Static Inductive Power-Transfer Systems Taking into Account Sources of Uncertainty," Sustainability, MDPI, vol. 13(11), pages 1-13, June.
    9. Tehseen Mazhar & Rizwana Naz Asif & Muhammad Amir Malik & Muhammad Asgher Nadeem & Inayatul Haq & Muhammad Iqbal & Muhammad Kamran & Shahzad Ashraf, 2023. "Electric Vehicle Charging System in the Smart Grid Using Different Machine Learning Methods," Sustainability, MDPI, vol. 15(3), pages 1-26, February.
    10. Basso, Franco & Feijoo, Felipe & Pezoa, Raúl & Varas, Mauricio & Vidal, Brian, 2024. "The impact of electromobility in public transport: An estimation of energy consumption using disaggregated data in Santiago, Chile," Energy, Elsevier, vol. 286(C).
    11. Bastida-Molina, Paula & Ribó-Pérez, David & Gómez-Navarro, Tomás & Hurtado-Pérez, Elías, 2022. "What is the problem? The obstacles to the electrification of urban mobility in Mediterranean cities. Case study of Valencia, Spain," Renewable and Sustainable Energy Reviews, Elsevier, vol. 166(C).
    12. Krzysztof KRAWIEC, 2021. "Vehicle Cycle Hierarchization Model To Determine The Order Of Battery Electric Bus Deployment In Public Transport," Transport Problems, Silesian University of Technology, Faculty of Transport, vol. 16(1), pages 99-112, March.
    13. Teresa Pamuła & Wiesław Pamuła, 2020. "Estimation of the Energy Consumption of Battery Electric Buses for Public Transport Networks Using Real-World Data and Deep Learning," Energies, MDPI, vol. 13(9), pages 1-17, May.
    14. Baodi Zhang & Fuyuan Yang & Lan Teng & Minggao Ouyang & Kunfang Guo & Weifeng Li & Jiuyu Du, 2019. "Comparative Analysis of Technical Route and Market Development for Light-Duty PHEV in China and the US," Energies, MDPI, vol. 12(19), pages 1-23, September.
    15. Wenz, Klaus-Peter & Serrano-Guerrero, Xavier & Barragán-Escandón, Antonio & González, L.G. & Clairand, Jean-Michel, 2021. "Route prioritization of urban public transportation from conventional to electric buses: A new methodology and a study of case in an intermediate city of Ecuador," Renewable and Sustainable Energy Reviews, Elsevier, vol. 148(C).

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