Allocation of charging stations in Kota city using data analysis/machine learning

References

• Adenaw, L., and M. Lienkamp. 2020. A model for the data-based analysis and design of urban public charging infrastructure. Fifteenth International Conference on Ecological Vehicles and Renewable Energies (EVER) IEEE, Monte-Carlo, Monaco, September 10–12, pp. 1–22.
   Google Scholar
• Aggarwal, S., M. Bajaj, and A. K. Singh 2020. Analysis of electric vehicle charging station allocation in deregulated electric power system. IEEE 9th Power India International Conference (PIICON), Murthal, Delhi- National Capital Region, India, February 28–March 01, pp. 1–6.
   Google Scholar
• Archana, A. N., and T. Rajeev 2020. Reliability index based approach for allocating EV charging station in a distribution system. IEEE International Conference on Power Electronics, Smart Grid and Renewable Energy (PESGRE2020), Cochin, Kerala, India, January 2–4, pp. 1–6.
   Google Scholar
• Asna, M., H. Shareef, P. Achikkulath, H. Mokhlis, R. Errouissi, and A. Wahyudie. 2021. Analysis of an optimal planning model for electric vehicle fast-charging stations in Al ain city, united arab emirates. IEEE Access 9:73678–73694. doi:10.1109/ACCESS.2021.3081020
   Web of Science ®Google Scholar
• de Faveri, F., D. G. Makohin, P. R. Belin, C. Q. Pica, L. G. Duarte, M. A. I. Martins, and T. Jeremias. 2022. Evolution of electric mobility in brazil and study of charging infrastructure to meet the expected demand. 2022 Intermountain Engineering, Technology and Computing (IETC), Orem, UT, USA, May 13–14, pp. 1–6.
   Google Scholar
• de Lima, T. D., J. F. Franco, F. Lezama, J. Soares, and Z. Vale. 2021. Joint optimal allocation of electric vehicle charging stations and renewable energy sources including co2 emissions. Energy Informatics 4(S2):33. doi:10.1186/s42162-021-00157-5
   Google Scholar
• GOIMOP (Government of India Ministry of Power). 2021. Inclusion of electric vehicle section. New Delhi: Ministry of Power.
   Google Scholar
• Golla, N. K., S. K. Sudabattula, and V. Suresh. 2022. Optimal placement of electric vehicle charging station in distribution system using meta-heuristic techniques. Mathematical Modelling of Engineering Problems 9 (1):60–66. doi:10.18280/mmep.090108
   Google Scholar
• I. Energy Agency. 2021. Global EV outlook 2021 accelerating ambitions despite the pandemic. IEA, Paris: World Energy Outlook.
   Google Scholar
• Kumar, K. J., S. Kumar, and N. Vs. 2022. Standards for electric vehicle charging stations in India: A review. Energy Storage 4 (1):e261. doi:10.1002/est2.261
   Google Scholar
• Kumar, R., R. Pillai, S. Suri, K. H. Singh, S. Sarkar, and, and R. S. Dhuri. (2018). Electric vehicle charging stations business models for india. india smart grid forum (isgf) white paper.
   Google Scholar
• Li, D., A. Zouma, J. T. Liao, and H. T. Yang. 2020. An energy management strategy with renewable energy and energy storage system for large electric vehicle charging station. eTreansport 6 (100076):100076. doi:10.1016/j.etran.2020.100076. Article.
   Google Scholar
• Napoli, G., A. Polimeni, S. Micari, G. Dispenza, and V. Antonucci. 2019. Optimal allocation of electric vehicle charging stations in a highway network: Part 2. The Italian case study. Journal of Energy Storage 26. doi: 10.1016/j.est.2019.101015
   Web of Science ®Google Scholar
• Nikkhah, M. H., and M. Samadi. 2022. Evaluating the effect of electric vehicle charging station locations on line flows: An analytical approach. International conference on electrical engineering (ICEE) IEEE, December 11–14, pp. 287–291.
   Google Scholar
• Pal, A., A. Bhattacharya, and A. Chakraborty. 2020. Allocation of electric vehicle charging station considering uncertainties. Sustainable Energy, Grids and Networks 25:100422. doi:10.1016/j.segan.2020.100422
   Web of Science ®Google Scholar
• Qureshi, K. N., A. Alhudhaif, and G. Jeon. 2021. Electric-vehicle energy management and charging scheduling system in sustainable cities and society. Sustainable Cities and Society 71:102990. doi:10.1016/j.scs.2021.102990
   Web of Science ®Google Scholar
• Rastogi, R. (2008). Validating stated parking duration of drivers in Kota city, India. International Conference on Transport Infrastructure, Beijing, China, pp. 24–26.
   Google Scholar
• Said, D. 2021. A Decentralized Electricity Trading Framework (DETF) for Connected EVs: A Blockchain and Machine Learning for Profit Margin Optimization. IEEE Transactions on Industrial Informatics 17 (10):6594–6602. doi:10.1109/TII.2020.3045011
   Web of Science ®Google Scholar
• Said, D., S. Cherkaoui and L. Khoukhi. 2013. Queuing model for EVs charging at public supply stations.” 2013 9th International Wireless Communications and Mobile Computing Conference (IWCMC), Sardinia, Italy, pp. 65–70. doi: 10.1109/IWCMC.2013.6583536
   Google Scholar
• Said, D. and H. T. Mouftah. 2020, March. A novel electric vehicles charging/discharging management protocol based on queuing model. IEEE Transactions on Intelligent Vehicles 5(1):100–11. doi:10.1109/TIV.2019.2955370
   Google Scholar
• Samadi, M., J. Fattahi, H. Schriemer, and M. Erol-Kantarci. 2020. Demand management for optimized energy usage and consumer comfort using sequential optimization. Sensors 21 (1):130. doi:10.3390/s21010130
   PubMed Web of Science ®Google Scholar
• Shabbar, R., A. Kasasbeh, and M. M. Ahmed. 2021. Charging station allocation for electric vehicle network using stochastic modeling and grey wolf optimization. Sustainability 13 (6):3314. doi:10.3390/su13063314
   Web of Science ®Google Scholar
• Sharma, C. D. 2020. Development of road traffic noise prediction model for major urban roads of kota city. International Journal for Research in Applied Science and Engineering Technology 8 (6):610–14. doi:10.22214/ijraset.2020.6099
   Google Scholar
• Shrivastav, A. V., S. S. Khan, R. K. Gupta, P. R. Ekshinge, and P. Suryawanshi. 2020. Electric vehicle charging station case study on infrastructure of EV charging station. Journal of Emerging Technologies and Innovative Research 7 (4):2017–2033.
   Google Scholar
• Singh, S., A. Saraswat, and S. Yadav. 2019. Traffic simulation & integration using sumo simulator. International Journal of Scientific Research and Review 7 (2):22–26.
   Google Scholar
• Talwariya, A., and P. Singh. 2019. Optimization of distribution networks with integration of distributed generators using cooperative game theory. International Journal of Power and Energy Systems 39 (3). doi:10.2316/J.2019.203-0127
   Web of Science ®Google Scholar
• Talwariya, A., P. Singh, and M. L. Kolhe. 2021. Stackelberg game theory based energy management systems in the presence of renewable energy sources. IETE Journal of Research 67 (5):611–19. doi:10.1080/03772063.2020.1869109.
   Web of Science ®Google Scholar
• Talwariya, A., P. Singh, M. L. Kolhe, and J. H. Jobanputra. 2020. Fuzzy logic controller and game theory based distributed energy resources allocation. AIMS Energy 8 (3):474–92. doi:10.3934/energy.2020.3.474.
   Web of Science ®Google Scholar
• Verma, R., S. K. Sharma, P. Singh, J. K. Bhutto, and A. R. A. Alharbi. 2022. Analysis and sizing of charging stations in kota city. Sustainability 14 (18):11759. doi:10.3390/su141811759
   Web of Science ®Google Scholar
• Vijayalakshmi, V. J., P. Arumugam, A. Ananthi Christy, and R. Brindha. 2022. Simultaneous allocation of EV charging stations and renewable energy sources. An elite RERNN‐m2MPA approach. International Journal of Energy Research 46 (7):9020–9040. doi:10.1002/er.7780
   Web of Science ®Google Scholar
• Zhang, Y. 2019. Study of the optimal distribution of charging stations. Earth & Environmental Science 300 (4):042052. doi:10.1088/1755-1315/300/4/042052
   Google Scholar
• Zhou, J., P. Wang, and L. Xie. 2020. Research on resource allocation optimization of smart city based on big data. IEEE 8:158852–158861. doi:10.1109/ACCESS.2020.3017765
   Google Scholar
• Zhu, Z., Z. Gao, J. Zheng, and H. Du. 2018. Charging station planning for plug-in electric vehicles. Journal of Systems Science and Systems Engineering 27 (1):24–45. doi:10.1007/s11518-017-5352-6
   Web of Science ®Google Scholar