Modified salp swarm algorithm;
Renewable energy;
Electric vehicles;
Solar photovoltaic;
Wind turbine;
Battery energy storage;
HYBRID ENERGY-SYSTEMS;
SALP SWARM ALGORITHM;
RURAL ELECTRIFICATION;
PERFORMANCE ANALYSIS;
SOLAR-ENERGY;
DESIGN;
OPTIMIZATION;
FEASIBILITY;
HYDROGEN;
DIESEL;
D O I:
10.1016/j.enconman.2023.116995
中图分类号:
O414.1 [热力学];
学科分类号:
摘要:
Renewable energy technologies have left an indelible impression on the global electrical market by supplying customers with uninterrupted electricity. Utilizing renewable energy sources to satisfy the load requirements of electric vehicle charging stations is one of the most significant areas of study in developing nations. This research investigates the technical and financial viability of grid and renewable-powered energy systems for an envi-ronmentally sustainable electric vehicle charging station in three distinct regions across India. The presented setup is subjected to an economic analysis for satisfying the charging requirement of the electric vehicle load. The system is designed in such a way that the power exchange takes place between the grid network and different components of the energy system. The assigned places are selected so that wind and solar prospects are contrary in these areas. The charging hours of electric vehicles are different in the specific sites. The optimal sizing of the system component is performed to minimize the levelized cost of electricity and total net present cost while keeping the probability of power supply failure within acceptable limits using a novel metaheuristic-based optimization algorithm i.e., modified salp swarm algorithm. The achievement of the designed system demon-strates that New Delhi has a lower total net present cost of $ 14853.63 and levelized cost of electricity of 0.0051 $/kWh. The optimum number of solar panels and wind turbines needed to meet the EV load demand in the New Delhi region is 120 with 325 W rated capacity and 310 with 650 W rated capacity. The optimal solution for the hybrid system consists of 64.5% wind energy, 33.5% solar energy and 1.94% grid purchase with annual elec-tricity production is 5,91,117 kWh. Similarly, the optimum values of the total net present cost and levelized cost of electricity for the city of Ahmedabad are 222762.80 $ and 0.023 kWh, respectively. The total net present cost and levelized cost of electricity in the Madurai area are 37.44% and 8.17% higher than in the New Delhi region, respectively. The envisaged system could help to reduce the dependence on the overstrained grid, especially in developing nations.
机构:
Aligarh Muslim Univ, Dept Elect Engn, Aligarh, IndiaAligarh Muslim Univ, Dept Elect Engn, Aligarh, India
Ashraf, Imtiaz
;
Iqbal, Atif
论文数: 0引用数: 0
h-index: 0
机构:
Qatar Univ, Dept Elect Engn, Doha, QatarAligarh Muslim Univ, Dept Elect Engn, Aligarh, India
Iqbal, Atif
;
Marzband, Mousa
论文数: 0引用数: 0
h-index: 0
机构:
Northumbria Univ, Dept Math Phys & Elect Engn, Newcastle Upon Tyne, England
King Abdulaziz Univ, Ctr Res Excellence Renewable Energy & Power Syst, Jeddah 21589, Saudi ArabiaAligarh Muslim Univ, Dept Elect Engn, Aligarh, India
Marzband, Mousa
;
Khan, Irfan
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Clean & Resilient Energy Syst CARES Lab, Galveston, TX 77573 USAAligarh Muslim Univ, Dept Elect Engn, Aligarh, India
机构:
Univ Kentucky, Dept Mech Engn, Lexington, KY 40506 USA
Natl Renewable Energy Lab, Energy Convers & Storage Syst Ctr, Golden, CO USAUniv Kentucky, Dept Mech Engn, Lexington, KY 40506 USA
Al-Ghussain, Loiy
;
论文数: 引用数:
h-index:
机构:
Ahmad, Adnan Darwish
;
Abubaker, Ahmad M. M.
论文数: 0引用数: 0
h-index: 0
机构:
Villanova Univ, Mech Engn Dept, Philadelphia, PA USAUniv Kentucky, Dept Mech Engn, Lexington, KY 40506 USA
Abubaker, Ahmad M. M.
;
Alrbai, Mohammad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jordan, Sch Engn, Dept Mech Engn, Amman, JordanUniv Kentucky, Dept Mech Engn, Lexington, KY 40506 USA
Alrbai, Mohammad
;
Ayadi, Osama
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jordan, Sch Engn, Dept Mech Engn, Amman, Jordan
Appl Sci Private Univ, Renewable Energy Technol Dept, Amman, JordanUniv Kentucky, Dept Mech Engn, Lexington, KY 40506 USA
Ayadi, Osama
;
Al-Dahidi, Sameer
论文数: 0引用数: 0
h-index: 0
机构:
German Jordanian Univ, Sch Appl Tech Sci, Dept Mech & Maintenance Engn, Amman, JordanUniv Kentucky, Dept Mech Engn, Lexington, KY 40506 USA
Al-Dahidi, Sameer
;
Akafuah, Nelson K. K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kentucky, Dept Engn Technol, Lexington, KY 40506 USAUniv Kentucky, Dept Mech Engn, Lexington, KY 40506 USA
机构:
KFUEM, Res Inst, Ctr Res Excellence Renewable Energy CoRERE, Dhahran 31261, Saudi ArabiaKFUEM, Res Inst, Ctr Res Excellence Renewable Energy CoRERE, Dhahran 31261, Saudi Arabia
Alghoul, M. A.
;
Hammadi, F. Y.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kebangsaan Malaysia, SERI, Bangi 43600, MalaysiaKFUEM, Res Inst, Ctr Res Excellence Renewable Energy CoRERE, Dhahran 31261, Saudi Arabia
Hammadi, F. Y.
;
Amin, Nowshad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tenaga Nas, Inst Sustainable Energy, Jalan IKRAM UNITEN, Kajang 43000, Selangor, MalaysiaKFUEM, Res Inst, Ctr Res Excellence Renewable Energy CoRERE, Dhahran 31261, Saudi Arabia
Amin, Nowshad
;
Asim, Nilofar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kebangsaan Malaysia, SERI, Bangi 43600, MalaysiaKFUEM, Res Inst, Ctr Res Excellence Renewable Energy CoRERE, Dhahran 31261, Saudi Arabia
机构:
Aligarh Muslim Univ, Dept Elect Engn, Aligarh, IndiaAligarh Muslim Univ, Dept Elect Engn, Aligarh, India
Ashraf, Imtiaz
;
Iqbal, Atif
论文数: 0引用数: 0
h-index: 0
机构:
Qatar Univ, Dept Elect Engn, Doha, QatarAligarh Muslim Univ, Dept Elect Engn, Aligarh, India
Iqbal, Atif
;
Marzband, Mousa
论文数: 0引用数: 0
h-index: 0
机构:
Northumbria Univ, Dept Math Phys & Elect Engn, Newcastle Upon Tyne, England
King Abdulaziz Univ, Ctr Res Excellence Renewable Energy & Power Syst, Jeddah 21589, Saudi ArabiaAligarh Muslim Univ, Dept Elect Engn, Aligarh, India
Marzband, Mousa
;
Khan, Irfan
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Clean & Resilient Energy Syst CARES Lab, Galveston, TX 77573 USAAligarh Muslim Univ, Dept Elect Engn, Aligarh, India
机构:
Univ Kentucky, Dept Mech Engn, Lexington, KY 40506 USA
Natl Renewable Energy Lab, Energy Convers & Storage Syst Ctr, Golden, CO USAUniv Kentucky, Dept Mech Engn, Lexington, KY 40506 USA
Al-Ghussain, Loiy
;
论文数: 引用数:
h-index:
机构:
Ahmad, Adnan Darwish
;
Abubaker, Ahmad M. M.
论文数: 0引用数: 0
h-index: 0
机构:
Villanova Univ, Mech Engn Dept, Philadelphia, PA USAUniv Kentucky, Dept Mech Engn, Lexington, KY 40506 USA
Abubaker, Ahmad M. M.
;
Alrbai, Mohammad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jordan, Sch Engn, Dept Mech Engn, Amman, JordanUniv Kentucky, Dept Mech Engn, Lexington, KY 40506 USA
Alrbai, Mohammad
;
Ayadi, Osama
论文数: 0引用数: 0
h-index: 0
机构:
Univ Jordan, Sch Engn, Dept Mech Engn, Amman, Jordan
Appl Sci Private Univ, Renewable Energy Technol Dept, Amman, JordanUniv Kentucky, Dept Mech Engn, Lexington, KY 40506 USA
Ayadi, Osama
;
Al-Dahidi, Sameer
论文数: 0引用数: 0
h-index: 0
机构:
German Jordanian Univ, Sch Appl Tech Sci, Dept Mech & Maintenance Engn, Amman, JordanUniv Kentucky, Dept Mech Engn, Lexington, KY 40506 USA
Al-Dahidi, Sameer
;
Akafuah, Nelson K. K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kentucky, Dept Engn Technol, Lexington, KY 40506 USAUniv Kentucky, Dept Mech Engn, Lexington, KY 40506 USA
机构:
KFUEM, Res Inst, Ctr Res Excellence Renewable Energy CoRERE, Dhahran 31261, Saudi ArabiaKFUEM, Res Inst, Ctr Res Excellence Renewable Energy CoRERE, Dhahran 31261, Saudi Arabia
Alghoul, M. A.
;
Hammadi, F. Y.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kebangsaan Malaysia, SERI, Bangi 43600, MalaysiaKFUEM, Res Inst, Ctr Res Excellence Renewable Energy CoRERE, Dhahran 31261, Saudi Arabia
Hammadi, F. Y.
;
Amin, Nowshad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tenaga Nas, Inst Sustainable Energy, Jalan IKRAM UNITEN, Kajang 43000, Selangor, MalaysiaKFUEM, Res Inst, Ctr Res Excellence Renewable Energy CoRERE, Dhahran 31261, Saudi Arabia
Amin, Nowshad
;
Asim, Nilofar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kebangsaan Malaysia, SERI, Bangi 43600, MalaysiaKFUEM, Res Inst, Ctr Res Excellence Renewable Energy CoRERE, Dhahran 31261, Saudi Arabia