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

被引:2
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
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  • [21] Rural electrification using renewable energy resources and its environmental impact assessment
    Kamal, Md Mustafa
    Mohammad, Arshad
    Ashraf, Imtiaz
    Fernandez, Eugene
    [J]. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2022, 29 (57) : 86562 - 86579
  • [22] Sustainable electrification planning of rural microgrid using renewable resources and its environmental impact assessment
    Kamal, Md Mustafa
    Ashraf, Imtiaz
    Fernandez, Eugene
    [J]. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2022, 29 (57) : 86376 - 86399
  • [23] Energy Management System for Hybrid Renewable Energy-Based Electric Vehicle Charging Station
    Karmaker, Ashish Kumar
    Hossain, Md. Alamgir
    Pota, Hemanshu Roy
    Onen, Ahmet
    Jung, Jaesung
    [J]. IEEE ACCESS, 2023, 11 : 27793 - 27805
  • [24] Techno-economic analysis of solar photovoltaic powered electrical energy storage (EES) system
    Khan, Salah Ud-Din
    Wazeer, Irfan
    Almutairi, Zeyad
    Alanazi, Meshari
    [J]. ALEXANDRIA ENGINEERING JOURNAL, 2022, 61 (09) : 6739 - 6753
  • [25] Fast EV charging station integration with grid ensuring optimal and quality power exchange
    Khan, Wajahat
    Ahmad, Furkan
    Alam, Mohammad Saad
    [J]. ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH, 2019, 22 (01): : 143 - 152
  • [26] Optimal Placement and Sizing of Electric Vehicle Charging Infrastructure in a Grid-Tied DC Microgrid Using Modified TLBO Method
    Krishnamurthy, Nandini K.
    Sabhahit, Jayalakshmi N.
    Jadoun, Vinay Kumar
    Gaonkar, Dattatraya Narayan
    Shrivastava, Ashish
    Rao, Vidya S.
    Kudva, Ganesh
    [J]. ENERGIES, 2023, 16 (04)
  • [27] Techno-economic analysis of solar photo-voltaic/diesel generator hybrid system using different energy storage technologies for isolated islands of India
    Kumar, Pankaj
    Pal, Nitai
    Sharma, Himanshu
    [J]. JOURNAL OF ENERGY STORAGE, 2021, 41
  • [28] Multi-Objective Optimization of PV and Energy Storage Systems for Ultra-Fast Charging Stations
    Leone, Carola
    Longo, Michela
    Fernandez-Ramirez, Luis M.
    Garcia-Trivino, Pablo
    [J]. IEEE ACCESS, 2022, 10 : 14208 - 14224
  • [29] Stochastic and Distributed Optimal Energy Management of Active Distribution Networks Within Integrated Office Buildings
    Li, Zening
    Su, Su
    Jin, Xiaolong
    Xia, Mingchao
    Chen, Qifang
    Yamashita, Koji
    [J]. CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2024, 10 (02): : 504 - 517
  • [30] Sizing and Design of a PV-Wind-Fuel Cell Storage System Integrated into a Grid Considering the Uncertainty of Load Demand Using the Marine Predators Algorithm
    Mahmoud, Fayza S.
    Abdelhamid, Ashraf M.
    Al Sumaiti, Ameena
    El-Sayed, Abou-Hashema M.
    Diab, Ahmed A. Zaki
    [J]. MATHEMATICS, 2022, 10 (19)