Optimal site selection study of wind-photovoltaic-shared energy storage power stations based on GIS and multi-criteria decision making: A two-stage framework

被引:0
|
作者
Gao, Jianwei [1 ,2 ]
Wang, Yaping [1 ,2 ]
Huang, Ningbo [1 ,2 ]
Wei, Lingli [1 ,2 ]
Zhang, Zixuan [1 ,2 ]
机构
[1] School of Economics and Management, North China Electric Power University, Beijing,102206, China
[2] Beijing Key Laboratory of New Energy and Low-Carbon Development, North China Electric Power University, Beijing,102206, China
基金
中国国家自然科学基金;
关键词
Decision making - Digital storage - Electric energy storage - Energy efficiency - Information use - Linguistics - Reliability analysis - Renewable energy resources - Sensitivity analysis - Site selection;
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中图分类号
学科分类号
摘要
Wind-photovoltaic-shared energy storage system can improve the utilization efficiency of renewable energy resources while reducing the idle rate of energy storage resources. Using the geographic information system (GIS) and the multi-criteria decision-making (MCDM) method, a two-stage evaluation model is first developed for site selection of wind-photovoltaic-shared energy storage projects. In the first stage, infeasible alternatives are ruled out due to veto identification. In the second stage, the fuzzy MCDM method is applied to further merit selection. Firstly, the comprehensive criteria system is built, and evaluation data is collected using probabilistic linguistic term sets (PLTSs) to ensure the comprehensiveness and scientificity of decision. Then, the new score function based on compromise theory are proposed. Thirdly, the criteria weights are calculated using the improved Decision-Making and Trial Evaluation Laboratory (DEMATEL) approach. Finally, the improved gained and lost dominance score (GLDS) method is used to rank alternatives. To test model's feasibility, an empirical study is conducted in Chifeng City. The alternative A1 appears to be extremely prominent in the results. The model's stability and reliability are demonstrated by sensitivity and comparative analysis. This study aids in the layout of wind-photovoltaic-shared energy storage projects and broadens the application scopes of GIS and MCDM method. © 2022 Elsevier Ltd
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页码:1139 / 1162
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