Hesitant fuzzy for conflicting criteria in multi-objective deployment of electric vehicle charging stations

被引:13
作者
Panah, Payam Ghaebi [1 ]
Bornapour, Seyyed Mohammad [2 ]
Nosratabadi, Seyyed Mostafa [3 ]
Guerrero, Josep M. [1 ]
机构
[1] Aalborg Univ, Energy Dept, DK-9220 Aalborg, Denmark
[2] Univ Yasuj, Fac Engn, Elect Engn Dept, Yasuj, Iran
[3] Sirjan Univ Technol, Dept Elect Engn, Sirjan 78137, Iran
关键词
Crow Search Algorithm; E; -Transport; GHG Emission Reduction; Multi -Criteria Decision Making; Voltage Profile; MULTICRITERIA DECISION-MAKING; RENEWABLE ENERGY-SOURCES; DOMINANCE SCORE METHOD; COMBINED HEAT; FUEL-CELL; HYDROGEN-PRODUCTION; DISTRIBUTION-SYSTEM; PHOTOVOLTAIC UNITS; SITE SELECTION; MICRO GRIDS;
D O I
10.1016/j.scs.2022.104054
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The penetration rate of electric vehicles is expected to experience continual growth. The expansion planning of charging stations includes conflicting interests in urban distribution systems. This paper addresses three different viewpoints from stakeholders, municipalities, and DSOs who may not easily agree on unanimous interests in infrastructure developments. A multi-objective optimization approach is suggested regarding profit, greenhouse gas (GHG) emission, and voltage profile. The vagueness and contradiction of experts' opinions are taken into account. Multi-Criteria Decision Making (MCDM) techniques are employed to prioritize the candidates. Besides, uncertainties of price, load, and number of available electric vehicles are considered and the best solutions are selected using Crow Search Algorithm (CSA). Hesitant Fuzzy Independent Judgement (HFIJ), Analytic Hierarchy Process (AHP), and Hesitant Fuzzy AHP mechanisms are implemented to vote for the best expansion solution. IEEE 69-bus test system with modified loads along with the market data from Nordpool are considered in simulations. Sensitivity analysis is also provided to assess the solidity of MCDM. The results show that HFAHP makes more concrete and consistent assembly choices that even 30% variations in weighting coefficients cannot change the alternative rankings.
引用
收藏
页数:21
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