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A Decision Framework for Electric Vehicle Charging Station Site Selection for Residential Communities under an Intuitionistic Fuzzy Environment: A Case of Beijing

机译:直觉模糊环境下居住社区电动汽车充电站选址决策框架-以北京为例

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Electric vehicle charging station (EVCS) site selection occupies a prominent position in the development of the electric community to solve the hard problem of Electric Vehicle (EV) charging. However, two critical issues have not been solved by the existing research. Firstly, the scope of EVCS site selection only considers the whole city, which deviates from the actual situation. Secondly, the uncertainty and hesitation of decision information is not well expressed. To handle the above problems, this paper builds a comprehensive EVCS site selection decision framework for Residential Communities (EVCSRC) with triangular intuitionistic fuzzy numbers (TIFNs). First of all, the distinctive index system of EVCSRC site selection factors including economy, social, environment, planning and feature portrait of residential communities is established. Then, the TIFNs is utilized for decision makers (DMs) to express the indeterminate information. Furthermore, a fuzzy Vlsekriterijumska Optimizacija I Kompromisno Resenje (Fuzzy-VIKOR) is approach is utilized to rank the alternative EVCSRC sites. Finally, a case of Beijing is studied to demonstrate the validity of the proposed site selection framework. The result shows the EVCSRC site located at Sijiqing community in Haidian district should be selected as the optimal site. This paper presents a feasible and easy-to-use decision-making framework for investors.
机译:电动汽车充电站(EVCS)的选址在解决电动汽车(EV)充电这一棘手问题的电动社区的发展中占有重要地位。但是,现有研究尚未解决两个关键问题。首先,EVCS选址的范围仅考虑整个城市,这与实际情况有所不同。其次,决策信息的不确定性和犹豫性没有得到很好的表达。为解决上述问题,本文建立了具有三角直觉模糊数(TIFN)的住宅社区综合EVCS选址决策框架(EVCSRC)。首先,建立了EVCSRC选址因素的独特指标体系,包括经济,社会,环境,规划和居民小区特征等。然后,将TIFN用于决策者(DM)来表达不确定的信息。此外,利用模糊Vlsekriterijumska Optimizacija I Kompromisno Resenje(Fuzzy-VIKOR)方法对备用EVCSRC站点进行排名。最后,以北京为例,说明所提出的选址框架的有效性。结果表明,应选择海淀区四季青社区的EVCSRC选址为最佳选址。本文为投资者提供了一种可行且易于使用的决策框架。

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