A Cost-Effective Energy Management Approach for On-Grid Charging of Plug-in Electric Vehicles Integrated with Hybrid Renewable Energy Sources

被引:3
作者
Bilal, Mohd [1 ]
Bokoro, Pitshou N. [1 ]
Sharma, Gulshan [1 ]
Pau, Giovanni [2 ]
机构
[1] Univ Johannesburg, Dept Elect Engn Technol, ZA-2006 Johannesburg, South Africa
[2] Kore Univ Enna, Fac Engn & Architecture, I-94100 Enna, Italy
关键词
electric vehicles; charging station; energy management; solar photovoltaic; life cycle analysis; RURAL ELECTRIFICATION; SYSTEM; STATIONS;
D O I
10.3390/en17164194
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Alternative energy sources have significantly impacted the global electrical sector by providing continuous power to consumers. The deployment of renewable energy sources in order to serve the charging requirements of plug-in electric vehicles (PEV) has become a crucial area of research in emerging nations. This research work explores the techno-economic and environmental viability of on-grid charging of PEVs integrated with renewable energy sources in the Surat region of India. The system is designed to facilitate power exchange between the grid network and various energy system components. The chosen location has contrasting wind and solar potential, ensuring diverse renewable energy prospects. PEV charging hours vary depending on the location. A novel metaheuristic-based optimization algorithm, the Pufferfish Optimization Algorithm (POA), was employed to optimize system component sizing by minimizing the system objectives including Cost of Energy (COE) and the total net present cost (TNPC), ensuring a lack of power supply probability (LPSP) within a permissible range. Our findings revealed that the optimal PEV charging station configuration is a grid-tied system combining solar photovoltaic (SPV) panels and wind turbines (WT). This setup achieves a COE of USD 0.022/kWh, a TNPC of USD 222,762.80, and a life cycle emission of 16,683.74 kg CO2-equivalent per year. The system also reached a 99.5% renewable energy penetration rate, with 3902 kWh/year of electricity purchased from the grid and 741,494 kWh/year of energy sold back to the grid. This approach could reduce reliance on overburdened grids, particularly in developing nations.
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页数:35
相关论文
共 51 条
[41]   A Novel Controller Design for Small-Scale Islanded Microgrid Integrated with Electric Vehicle-Based Energy Storage Management [J].
Omar, Nihal ;
Tiwari, Anil Kumar ;
Seethalekshmi, K. ;
Shrivastava, Nitin Anand .
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2022, 2022
[42]   Optimal placement of electric vehicle charging station for unbalanced radial distribution systems [J].
Reddy, Moupuri Satish Kumar ;
Selvajyothi, Kamakshy .
ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2025, 47 (02)
[43]  
Sadati S., 2020, Electric vehicles in energy systems: modelling, integration, analysis, and optimization, P73
[44]   Optimal scheduling and techno-economic analysis of electric vehicles by implementing solar-based grid-tied charging station [J].
Ullah, Zia ;
Wang, Shaorong ;
Wu, Guan ;
Hasanien, Hany M. ;
Rehman, Anis Ur ;
Turky, Rania A. ;
Elkadeem, Mohamed R. .
ENERGY, 2023, 267
[45]   Self Scheduling of Plug-In Electric Vehicle Aggregator to Provide Balancing Services for Wind Power [J].
Vaya, Marina Gonzalez ;
Andersson, Goeran .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2016, 7 (02) :886-899
[46]   A Novel Deep Learning-Based State-of-Charge Estimation for Renewable Energy Management System in Hybrid Electric Vehicles [J].
Vellingiri, Mahendiran T. ;
Mehedi, Ibrahim M. ;
Palaniswamy, Thangam .
MATHEMATICS, 2022, 10 (02)
[47]   Analysis and Sizing of Charging Stations in Kota City [J].
Verma, Rohan ;
Sharma, Santosh Kumar ;
Singh, Pushpendra ;
Bhutto, Javed Khan ;
Alharbi, Abdul Rahman Abdullah .
SUSTAINABILITY, 2022, 14 (18)
[48]   Assessment of the Technical Impacts of Electric Vehicle Penetration in Distribution Networks: A Focus on System Management Strategies Integrating Sustainable Local Energy Communities [J].
Vicente, Samuel Borroy ;
Fernandez, Gregorio ;
Galan, Noemi ;
Estopinan, Andres Llombart ;
Salani, Matteo ;
Derboni, Marco ;
Giuffrida, Vincenzo ;
Hernandez-Callejo, Luis .
SUSTAINABILITY, 2024, 16 (15)
[49]   Coordinated Planning of Electric Vehicle Charging Infrastructure and Renewables in Power Grids [J].
Wang, Bo ;
Dehghanian, Payman ;
Zhao, Dongbo .
IEEE OPEN ACCESS JOURNAL OF POWER AND ENERGY, 2023, 10 :233-244
[50]   Dynamic modeling and real-time management of a system of EV fast-charging stations [J].
Yang, Dingtong ;
Sarma, Navjyoth J. S. ;
Hyland, Michael F. ;
Jayakrishnan, R. .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2021, 128