EVs;
charging station siting;
photovoltaic;
GIS;
fuzzy DEMATEL;
fuzzy MULTIMOORA;
INFORMATION-SYSTEMS GIS;
OPTIMAL SITE SELECTION;
ION BATTERIES;
MCDM METHODS;
LITHIUM-ION;
WIND FARMS;
ENERGY;
MANAGEMENT;
LOCATION;
SCALE;
D O I:
10.3390/su151410967
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Electric vehicles (EVs) are one of the most practical solutions to the energy issue and environmental pollution. In recent years, EVs have developed rapidly, but are still limited by charging problems. The emergence of photovoltaic charging stations can solve the environmental pollution and charging problems. The location of charging stations is critical in the life cycle of electric vehicles. In this paper, a multiple-criteria decision-making (MCDM) method based on Geographic Information Technology (GIS) for optimal site selection is proposed. First, based on literature reading and expert interviews, a site selection index system was identified, including four aspects with a total of ten sub-criteria. Secondly, a spatial database of relevant evaluation criteria was established using GIS, and preliminary analysis was conducted. Then, the fuzzy DEMATEL (Decision-Making Trial and Evaluation Laboratory method) is applied for assigning the criteria weights. Then, potential sites are ranked using the fuzzy MULTIMOORA (Multi-Objective Optimization on the basis of Ratio Analysis) method. Then, the model was validated by siting the electric vehicle PV charging stations in Qingdao, and eight stations were identified in the preliminary selection stage, and the most suitable locations were finally selected through the MCDM stage. Finally, the reliability and validity of the model were further verified by comparative analysis and dual sensitivity analysis.
机构:
China Geol Survey, Guangzhou Marine Geol Survey, South China Sea Geol, Sanya Inst, Sanya 572024, Peoples R China
China Geol Survey, Acad South China Sea Geol Sci, Sanya 572024, Peoples R ChinaChina Geol Survey, Guangzhou Marine Geol Survey, South China Sea Geol, Sanya Inst, Sanya 572024, Peoples R China
Tian, Fei
Li, Xuelin
论文数: 0引用数: 0
h-index: 0
机构:
China Geol Survey, Guangzhou Marine Geol Survey, South China Sea Geol, Sanya Inst, Sanya 572024, Peoples R China
China Geol Survey, Acad South China Sea Geol Sci, Sanya 572024, Peoples R ChinaChina Geol Survey, Guangzhou Marine Geol Survey, South China Sea Geol, Sanya Inst, Sanya 572024, Peoples R China
Li, Xuelin
Liu, Mengdi
论文数: 0引用数: 0
h-index: 0
机构:
Piesat Informat Technol Co Ltd, Beijing 100195, Peoples R ChinaChina Geol Survey, Guangzhou Marine Geol Survey, South China Sea Geol, Sanya Inst, Sanya 572024, Peoples R China
Liu, Mengdi
Xia, Changfa
论文数: 0引用数: 0
h-index: 0
机构:
China Geol Survey, Guangzhou Marine Geol Survey, South China Sea Geol, Sanya Inst, Sanya 572024, Peoples R China
China Geol Survey, Acad South China Sea Geol Sci, Sanya 572024, Peoples R ChinaChina Geol Survey, Guangzhou Marine Geol Survey, South China Sea Geol, Sanya Inst, Sanya 572024, Peoples R China
Xia, Changfa
Guo, Xudong
论文数: 0引用数: 0
h-index: 0
机构:
China Geol Survey, Guangzhou Marine Geol Survey, South China Sea Geol, Sanya Inst, Sanya 572024, Peoples R China
China Geol Survey, Acad South China Sea Geol Sci, Sanya 572024, Peoples R ChinaChina Geol Survey, Guangzhou Marine Geol Survey, South China Sea Geol, Sanya Inst, Sanya 572024, Peoples R China
Guo, Xudong
Fang, Xiaocheng
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h-index: 0
机构:
China Geol Survey, Guangzhou Marine Geol Survey, South China Sea Geol, Sanya Inst, Sanya 572024, Peoples R China
China Geol Survey, Acad South China Sea Geol Sci, Sanya 572024, Peoples R ChinaChina Geol Survey, Guangzhou Marine Geol Survey, South China Sea Geol, Sanya Inst, Sanya 572024, Peoples R China
Fang, Xiaocheng
Huang, Lei
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h-index: 0
机构:
China Geol Survey, Guangzhou Marine Geol Survey, South China Sea Geol, Sanya Inst, Sanya 572024, Peoples R China
China Geol Survey, Acad South China Sea Geol Sci, Sanya 572024, Peoples R ChinaChina Geol Survey, Guangzhou Marine Geol Survey, South China Sea Geol, Sanya Inst, Sanya 572024, Peoples R China
机构:
North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
North China Elect Power Univ, Beijing Key Lab New Energy & Low Carbon Dev, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
Zhou, Jianli
Wu, Yunna
论文数: 0引用数: 0
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机构:
North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
North China Elect Power Univ, Beijing Key Lab New Energy & Low Carbon Dev, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
Wu, Yunna
Wu, Chenghao
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机构:
North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
North China Elect Power Univ, Beijing Key Lab New Energy & Low Carbon Dev, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
Wu, Chenghao
He, Feiyang
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
North China Elect Power Univ, Beijing Key Lab New Energy & Low Carbon Dev, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
He, Feiyang
Zhang, Buyuan
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h-index: 0
机构:
North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
North China Elect Power Univ, Beijing Key Lab New Energy & Low Carbon Dev, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
Zhang, Buyuan
Liu, Fangtong
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
North China Elect Power Univ, Beijing Key Lab New Energy & Low Carbon Dev, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
机构:
Univ Southampton, Fac Engn & Phys Sci, Energy & Climate Change Div, Sustainable Energy Res Grp, Southampton SO16 7QF, Hants, EnglandUniv Southampton, Fac Engn & Phys Sci, Energy & Climate Change Div, Sustainable Energy Res Grp, Southampton SO16 7QF, Hants, England
Mahdy, Mostafa
Bahaj, AbuBakr S.
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机构:
Univ Southampton, Fac Engn & Phys Sci, Energy & Climate Change Div, Sustainable Energy Res Grp, Southampton SO16 7QF, Hants, EnglandUniv Southampton, Fac Engn & Phys Sci, Energy & Climate Change Div, Sustainable Energy Res Grp, Southampton SO16 7QF, Hants, England
Bahaj, AbuBakr S.
Turner, Philip
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h-index: 0
机构:
Univ Southampton, Fac Engn & Phys Sci, Energy & Climate Change Div, Sustainable Energy Res Grp, Southampton SO16 7QF, Hants, EnglandUniv Southampton, Fac Engn & Phys Sci, Energy & Climate Change Div, Sustainable Energy Res Grp, Southampton SO16 7QF, Hants, England
Turner, Philip
Wise, Naomi
论文数: 0引用数: 0
h-index: 0
机构:
Winchester City Council, Winchester SO23 9LJ, Hants, EnglandUniv Southampton, Fac Engn & Phys Sci, Energy & Climate Change Div, Sustainable Energy Res Grp, Southampton SO16 7QF, Hants, England
Wise, Naomi
Alghamdi, Abdulsalam S.
论文数: 0引用数: 0
h-index: 0
机构:
King Abdulaziz Univ, Elect & Comp Engn Dept, Jeddah 21589, Saudi ArabiaUniv Southampton, Fac Engn & Phys Sci, Energy & Climate Change Div, Sustainable Energy Res Grp, Southampton SO16 7QF, Hants, England
Alghamdi, Abdulsalam S.
Hamwi, Hidab
论文数: 0引用数: 0
h-index: 0
机构:
Kuwait Inst Sci Res KISR, Safat 13109, KuwaitUniv Southampton, Fac Engn & Phys Sci, Energy & Climate Change Div, Sustainable Energy Res Grp, Southampton SO16 7QF, Hants, England