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Location optimization of electric vehicle charging stations: Based on cost model and genetic algorithm

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  1. Wu, Jiabin & Li, Qihang & Bie, Yiming & Zhou, Wei, 2024. "Location-routing optimization problem for electric vehicle charging stations in an uncertain transportation network: An adaptive co-evolutionary clustering algorithm," Energy, Elsevier, vol. 304(C).
  2. Zongfeng Zou & Weihao Yang & Shirley Ye Sheng & Xin Yan, 2024. "Research on the Location Selection Problem of Electric Bicycle Battery Exchange Cabinets Based on an Improved Immune Algorithm," Sustainability, MDPI, vol. 16(19), pages 1-21, September.
  3. Park, Junseok & Moon, Ilkyeong, 2023. "A facility location problem in a mixed duopoly on networks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 175(C).
  4. Ghani, R. & Farjah, E., 2025. "A two-stage approach for determination of optimal size and site of distributed generations and charging stations in the distribution system, considering load growth and the electric vehicle penetratio," Energy, Elsevier, vol. 319(C).
  5. Men, Jinkun & Zhao, Chunmeng, 2024. "A Type-2 fuzzy hybrid preference optimization methodology for electric vehicle charging station location," Energy, Elsevier, vol. 293(C).
  6. Tran Thi Nguyet Minh & Hanh-Thi Hong Hoang & Hyung Sik Nam & Anas S. Alamoush & Phan Anh Duong, 2025. "Revisiting Port Decarbonization for Advancing a Sustainable Maritime Industry: Insights from Bibliometric Review," Sustainability, MDPI, vol. 17(10), pages 1-36, May.
  7. Dandan Hu & Xiongkai Li & Chen Liu & Zhi-Wei Liu, 2024. "Integrating Environmental and Economic Considerations in Charging Station Planning: An Improved Quantum Genetic Algorithm," Sustainability, MDPI, vol. 16(3), pages 1-17, January.
  8. 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.
  9. Yuan Liu & Yamin Ding & Pei Jiang & Xugang Jin & Xinlin Wu & Zhanji Zheng, 2024. "Joint Optimal Design of Electric Bus Service and Charging Facilities," Sustainability, MDPI, vol. 16(14), pages 1-16, July.
  10. 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.
  11. Wu, Jishi & Feng, Tao & Jia, Peng & Li, Gen, 2024. "Spatial allocation of heavy commercial vehicles parking areas through geo-fencing," Journal of Transport Geography, Elsevier, vol. 117(C).
  12. Sami M. Alshareef & Ahmed Fathy, 2023. "Efficient Red Kite Optimization Algorithm for Integrating the Renewable Sources and Electric Vehicle Fast Charging Stations in Radial Distribution Networks," Mathematics, MDPI, vol. 11(15), pages 1-30, July.
  13. Wang, Ning & Tian, Hangqi & Wu, Huahua & Liu, Qiaoqian & Luan, Jie & Li, Yuan, 2023. "Cost-oriented optimization of the location and capacity of charging stations for the electric Robotaxi fleet," Energy, Elsevier, vol. 263(PC).
  14. Jiang, Ziyue & Han, Jingzuo & Li, Yetong & Chen, Xinyu & Peng, Tianduo & Xiong, Jianliang & Shu, Zhan, 2023. "Charging station layout planning for electric vehicles based on power system flexibility requirements," Energy, Elsevier, vol. 283(C).
  15. Gorityala, Aishvaria & Radhika, Sudha & Bhattacharjee, Ankur & Mukherjee, Joyjit, 2025. "Squirrel search-based optimization of energy storage systems for electric vehicle charging stations," Energy, Elsevier, vol. 318(C).
  16. Lu, Qing-Chang & Wang, Shixin & Xu, Peng-Cheng & Li, Jing & Meng, Xu & Hussain, Adil, 2025. "Modeling the dependency relationship of coupled power and transportation networks," Energy, Elsevier, vol. 320(C).
  17. Yin, Linfei & Zhang, Yifan, 2024. "Particle swarm optimization based on data driven for EV charging station siting," Energy, Elsevier, vol. 310(C).
  18. Hui Zhao & Jing Gao & Xian Cheng, 2023. "Electric Vehicle Solar Charging Station Siting Study Based on GIS and Multi-Criteria Decision-Making: A Case Study of China," Sustainability, MDPI, vol. 15(14), pages 1-23, July.
  19. Jiehong Lou & Xingchi Shen & Deb A. Niemeier & Nathan Hultman, 2024. "Income and racial disparity in household publicly available electric vehicle infrastructure accessibility," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
  20. Abid, Md. Shadman & Apon, Hasan Jamil & Hossain, Salman & Ahmed, Ashik & Ahshan, Razzaqul & Lipu, M.S. Hossain, 2024. "A novel multi-objective optimization based multi-agent deep reinforcement learning approach for microgrid resources planning," Applied Energy, Elsevier, vol. 353(PA).
  21. Sharmistha Nandi & Sriparna Roy Ghatak & Parimal Acharjee & Fernando Lopes, 2024. "Multi-Scenario-Based Strategic Deployment of Electric Vehicle Ultra-Fast Charging Stations in a Radial Distribution Network," Energies, MDPI, vol. 17(17), pages 1-20, August.
  22. Benoliel, Peter & Taylor, Margaret & Coburn, Timothy & Desai, Ranjit R. & Schey, Stephen & Gerdes, Mindy & Peng, Peng, 2025. "Soft costs and EVSE – Knowledge gaps as a barrier to successful projects," Applied Energy, Elsevier, vol. 389(C).
  23. Di Xu & Wenhui Pei & Qi Zhang, 2022. "Optimal Planning of Electric Vehicle Charging Stations Considering User Satisfaction and Charging Convenience," Energies, MDPI, vol. 15(14), pages 1-16, July.
  24. Garau, Michele & Torsæter, Bendik Nybakk, 2024. "A methodology for optimal placement of energy hubs with electric vehicle charging stations and renewable generation," Energy, Elsevier, vol. 304(C).
  25. Bin Zhao & Hao Zheng & Xuesong Cheng, 2024. "A Machine Learning Approach to Predict Site Selection from the Perspective of Vitality Improvement," Land, MDPI, vol. 13(12), pages 1-31, December.
  26. Liangui Peng & Ying Li, 2024. "Effects of diversified subsidies on the decisions of infrastructure operators considering charging infrastructure construction level and price sensitivity," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(5), pages 11343-11377, May.
  27. 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).
  28. Dimitrios Rizopoulos & Domokos Esztergár-Kiss, 2023. "Heuristic time-dependent personal scheduling problem with electric vehicles," Transportation, Springer, vol. 50(5), pages 2009-2048, October.
  29. Ameer, Hamza & Wang, Yujie & Chen, Zonghai, 2025. "A density-based spatial clustering and linear programming method for electric vehicle charging station location and price optimization," Energy, Elsevier, vol. 317(C).
  30. Deveci, Muhammet & Erdogan, Nuh & Pamucar, Dragan & Kucuksari, Sadik & Cali, Umit, 2023. "A rough Dombi Bonferroni based approach for public charging station type selection," Applied Energy, Elsevier, vol. 345(C).
  31. Panagiotis Skaloumpakas & Evangelos Spiliotis & Elissaios Sarmas & Alexios Lekidis & George Stravodimos & Dimitris Sarigiannis & Ioanna Makarouni & Vangelis Marinakis & John Psarras, 2022. "A Multi-Criteria Approach for Optimizing the Placement of Electric Vehicle Charging Stations in Highways," Energies, MDPI, vol. 15(24), pages 1-13, December.
  32. Young-Eun Jeon & Suk-Bok Kang & Jung-In Seo, 2022. "Hybrid Predictive Modeling for Charging Demand Prediction of Electric Vehicles," Sustainability, MDPI, vol. 14(9), pages 1-15, April.
  33. Alexander Mutiso Mutua & Ruairí de Fréin, 2024. "Sustainable Mobility: Machine Learning-Driven Deployment of EV Charging Points in Dublin," Sustainability, MDPI, vol. 16(22), pages 1-37, November.
  34. Su Wang & Haihui Xie & Binwei Yun & Xincheng Pu & Zhi Qiu, 2024. "Optimization Strategy for the Spatiotemporal Layout of E-Bike Charging Piles from the Perspective of Sustainable Campus Planning: A Case Study of Zijingang Campus of Zhejiang University," Sustainability, MDPI, vol. 16(13), pages 1-29, July.
  35. Li, Jianwei & Zou, Weitao & Yang, Qingqing & Yao, Fang & Zhu, Jin, 2024. "EV charging fairness protective management against charging demand uncertainty for a new “1 to N” automatic charging pile," Energy, Elsevier, vol. 306(C).
  36. Shorooq Alaskar & Mohamed Younis, 2024. "Scheduling a Fleet of Dynamic EV Chargers for Maximal Profile," Energies, MDPI, vol. 17(23), pages 1-28, November.
  37. Wang, Luqi & Yang, Guoqing & Xu, Jianmin, 2025. "Cluster-based healthcare network design problem with referral system using a hybrid genetic algorithm," Socio-Economic Planning Sciences, Elsevier, vol. 98(C).
  38. Ullah, Zia & Wang, Shaorong & Wu, Guan & Hasanien, Hany M. & Rehman, Anis Ur & Turky, Rania A. & Elkadeem, Mohamed R., 2023. "Optimal scheduling and techno-economic analysis of electric vehicles by implementing solar-based grid-tied charging station," Energy, Elsevier, vol. 267(C).
  39. Hamza El Hafdaoui & Hamza El Alaoui & Salma Mahidat & Zakaria El Harmouzi & Ahmed Khallaayoun, 2023. "Impact of Hot Arid Climate on Optimal Placement of Electric Vehicle Charging Stations," Energies, MDPI, vol. 16(2), pages 1-19, January.
  40. Gönül, Ömer & Duman, A. Can & Güler, Önder, 2024. "A comprehensive framework for electric vehicle charging station siting along highways using weighted sum method," Renewable and Sustainable Energy Reviews, Elsevier, vol. 199(C).
  41. Loni, Abdolah & Asadi, Somayeh, 2023. "Data-driven equitable placement for electric vehicle charging stations: Case study San Francisco," Energy, Elsevier, vol. 282(C).
  42. Cao, Jianing & Han, Yuhang & Pan, Nan & Zhang, Jingcheng & Yang, Junwei, 2024. "A data-driven approach to urban charging facility expansion based on bi-level optimization: A case study in a Chinese city," Energy, Elsevier, vol. 300(C).
  43. Liu, Xiangfei & Ren, Mifeng & Yang, Zhile & Yan, Gaowei & Guo, Yuanjun & Cheng, Lan & Wu, Chengke, 2022. "A multi-step predictive deep reinforcement learning algorithm for HVAC control systems in smart buildings," Energy, Elsevier, vol. 259(C).
  44. Li, Yanbin & Wang, Jiani & Wang, Weiye & Liu, Chang & Li, Yun, 2023. "Dynamic pricing based electric vehicle charging station location strategy using reinforcement learning," Energy, Elsevier, vol. 281(C).
  45. Roman Sikora & Łukasz Krajewski & Andrzej Popenda & Ewa Korzeniewska, 2024. "Feasibility of Electric Vehicle Charging Stations from MV/LV Stations in Small Cities," Energies, MDPI, vol. 17(24), pages 1-16, December.
  46. Alvaro Menendez Agudin & Claudia Caballini & Francesco Paolo Deflorio & Gregorio Fernandez Aznar & Leopold Herman & Klemen Knez, 2025. "Towards Sustainable Cities: A KPI-Based Method to Compare Cities’ Performance and Encourage the Spread of Electric Cars," Sustainability, MDPI, vol. 17(7), pages 1-27, March.
  47. Hyunjoong Kim & Gyeong Seok Kim, 2025. "Factors Influencing Electric Vehicle Charging Station Locations and Policy Implications: Empirical Lessons from Seoul Metropolitan Area in Korea," Sustainability, MDPI, vol. 17(2), pages 1-13, January.
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