Smart City Gnosys
Smart city article details
| Title | A Particle Swarm Optimizer-Based Optimization Approach For Locating Electric Vehicles Charging Stations In Smart Cities |
|---|---|
| ID_Doc | 3625 |
| Authors | Aljaidi M.; Samara G.; Singla M.K.; Alsarhan A.; Hassan M.; Safaraliev M.; Matrenin P.; Tavlintsev A. |
| Year | 2024 |
| Published | International Journal of Hydrogen Energy, 87 |
| DOI | http://dx.doi.org/10.1016/j.ijhydene.2024.09.029 |
| Abstract | Conventional fossil fuel-powered vehicles are gradually being replaced by electric and hydrogen vehicles in the transportation sector. Even with all the recognized benefits and recent advancements in energy efficiency, decrease of noise, and environmental impact reduction, the market of electric and hydrogen mobility is still not up to par. Allocating charging stations in metropolitan areas for electric vehicles is considered as one of the most significant obstacles preventing electric and hydrogen vehicles from becoming more widely used. In this paper, an efficient approach aimed at finding optimal locations for electric vehicles (EV) charging stations in urban areas is proposed. Particle Swarm Optimization algorithm technique is utilized with the proposed approach. Various parameters were taken into consideration in this work, such as the horizontal distance that EVs travel to reach charging stations (CSs), and positive slope that EVs face to reach charging stations. The optimization problem is formulated as a Mixed-integer problem. The objective function works on minimizing the energy consumption of EVs to reach CSs in the investigated area. Difference constraints are incorporated with the proposed approach in order to increase the accuracy and efficiency of the proposed approach. The proposed approach is applied on real world datasets and is experimentally validated using through comparison with Genetic Algorithm and the greedy approach. The results demonstrate that the proposed approach saves energy about 22% and 43% compared to the genetic algorithm and greedy technique, respectively. © 2024 Hydrogen Energy Publications LLC |
| Author Keywords | Charging station; Electric vehicles; Elevation; Energy consumption; GA; Hydrogen; Hydrogen storage; Placement; PSO |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
18247  | 0.915 | Tan C.M.S.; Magsino E.R. | Demand-Based Deployment Of Electric Vehicle Charging Stations Employing Empirical Mobility Dataset | Lecture Notes in Networks and Systems, 475 (2023) |
| 40792 | 0.905 | Lau Y.-Y.; Wu Y.A.; Wong L.M.; Wu J.; Dong Z.; Yip C.; Lee S.W.; Chan J.K.Y. | Optimizing Electric Vehicle Charging Station Locations: A Study On A Small Outlying Island In Hong Kong | Urban Science, 8, 3 (2024) |
| 42118 | 0.891 | Goyal S.; Rawat N.; Charu | Placement Of Charging Stations And Technology In Electric Vehicles: A Review | Proceedings - 2024 5th International Conference on Image Processing and Capsule Networks, ICIPCN 2024 (2024) |
| 40337 | 0.889 | Alanazi F.; Alshammari T.O.; Azam A. | Optimal Charging Station Placement And Scheduling For Electric Vehicles In Smart Cities | Sustainability (Switzerland), 15, 22 (2023) |
| 60440 | 0.888 | Cintrano C.; Toutouh J.; Nesmachnow S. | User-Centric Multiobjective Location Of Electric Vehicle Charging Stations In A City-Scale Area | Proceedings - Ivannikov ISPRAS Open Conference, 2021-December (2021) |
| 53146 | 0.887 | Mateus B.R.; Brustolini P.; Filho N.I.M.; De Souza F.S.H.; Filho G.P.R.; Meneguette R.I.; Guidoni D.L. | Strategies For Locating Electric Vehicle Charging Stations In Smart Cities | Proceedings - 2024 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, DCOSS-IoT 2024 (2024) |
| 40419 | 0.886 | Preetham C.G.; Kandar S. | Optimal Infrastructure Planning And Placement Of Charging Stations For Electric Vehicles: A Review | Transport and Logistics Planning and Optimization (2023) |
| 41495 | 0.881 | Bose M.; Dutta B.R.; Shrivastava N.; Sarangi S.R. | Pc-Ilp: A Fast And Intuitive Method To Place Electric Vehicle Charging Stations In Smart Cities | Smart Cities, 6, 6 (2023) |
| 53820 | 0.875 | Abdel-Basset M.; Gamal A.; Hezam I.M.; Sallam K.M. | Sustainability Assessment Of Optimal Location Of Electric Vehicle Charge Stations: A Conceptual Framework For Green Energy Into Smart Cities | Environment, Development and Sustainability, 26, 5 (2024) |
| 18647 | 0.874 | Zhou P.; Wang C.; Yang Y. | Design And Optimization Of Electric Autonomous Vehicles With Renewable Energy Source For Smart Cities | Proceedings - IEEE INFOCOM, 2020-July (2020) |