An Integrated Multi-Criteria Decision Making Approach to Location Planning of Electric Vehicle Charging Stations

Electric vehicles (EVs) are recognized as one of the most promising technologies worldwide to address the fossil fuel energy resource crisis and environmental pollution. As the initial work of EV charging station (EVCS) construction, site selection plays a vital role in its whole life cycle, which, however, is a complicated multiple criteria decision making (MCDM) problem involving many conflicting criteria. Therefore, this work aims to propose a novel integrated MCDM approach by a grey decision making trial and evaluation laboratory (DEMATEL) and uncertain linguistic multi-objective optimization by ratio analysis plus full multiplicative form (UL-MULTIMOORA) for determining the most suitable EVCS site in terms of multiple interrelated criteria. Specifically, the grey DEMATEL method is used to determine criteria weights and the UL-MULTIMOORA model is employed to evaluate and select the optimal site. Finally, an empirical example in Shanghai, China, is presented to demonstrate the applicability and effectiveness of the proposed approach. The results show that the proposed approach is a useful, practical, and effective way to find the optimal location of EVCSs.

[1]  Dragan Pamučar,et al.  The Combination of Expert Judgment and GIS-MAIRCA Analysis for the Selection of Sites for Ammunition Depots , 2016 .

[2]  Edmundas Kazimieras Zavadskas,et al.  A review of multi-criteria decision-making applications to solve energy management problems: Two decades from 1995 to 2015 , 2017 .

[3]  Zhang-peng Tian,et al.  An improved MULTIMOORA approach for multi-criteria decision-making based on interdependent inputs of simplified neutrosophic linguistic information , 2017, Neural Computing and Applications.

[4]  Hu-Chen Liu,et al.  Identifying critical risk factors of sustainable supply chain management: A rough strength-relation analysis method , 2017 .

[5]  R. Rajesh,et al.  Modeling enablers of supply chain risk mitigation in electronic supply chains: A Grey-DEMATEL approach , 2015, Comput. Ind. Eng..

[6]  Xu Hao,et al.  Optimal placement of charging infrastructures for large-scale integration of pure electric vehicles into grid , 2013 .

[7]  Hua Cai,et al.  Optimal locations of electric public charging stations using real world vehicle travel patterns , 2015 .

[8]  Hu-Chen Liu,et al.  Failure mode and effect analysis using MULTIMOORA method with continuous weighted entropy under interval-valued intuitionistic fuzzy environment , 2016, Soft Computing.

[9]  Zaili Yang,et al.  A new hybrid approach to human error probability quantification-applications in maritime operations , 2017 .

[10]  Huiru Zhao,et al.  Optimal Siting of Charging Stations for Electric Vehicles Based on Fuzzy Delphi and Hybrid Multi-Criteria Decision Making Approaches from an Extended Sustainability Perspective , 2016 .

[11]  K. Rong,et al.  A key stakeholder-based financial subsidy stimulation for Chinese EV industrialization: A system dynamics simulation , 2017 .

[12]  Zhipeng Liu,et al.  Optimal Planning of Electric-Vehicle Charging Stations in Distribution Systems , 2013, IEEE Transactions on Power Delivery.

[13]  Jingzheng Ren,et al.  Sustainable development of sewage sludge-to-energy in China: Barriers identification and technologies prioritization , 2017 .

[14]  Huiru Zhao,et al.  Optimal site selection of electric vehicle charging station by using fuzzy TOPSIS based on sustainability perspective , 2015 .

[15]  Hu-Chen Liu,et al.  Improving risk evaluation in FMEA with a hybrid multiple criteria decision making method , 2015 .

[16]  Hu-Chen Liu,et al.  Site selection in waste management by the VIKOR method using linguistic assessment , 2014, Appl. Soft Comput..

[17]  Haobo Zhang,et al.  Optimal Site Selection of Electric Vehicle Charging Stations Based on a Cloud Model and the PROMETHEE Method , 2016 .

[18]  范小军 Site selection in waste management by the VIKOR method using linguistic assessment , 2014 .

[19]  Mousumi Roy,et al.  Evaluation of environmentally conscious manufacturing programs using a three-hybrid multi-criteria decision analysis method , 2017 .

[20]  Eva Loukogeorgaki,et al.  GIS-based multi-criteria decision analysis for site selection of hybrid offshore wind and wave energy systems in Greece , 2017 .

[21]  Fritz Busch,et al.  Optimal location of wireless charging facilities for electric vehicles: Flow-capturing location model with stochastic user equilibrium , 2015 .

[22]  Gonçalo Homem de Almeida Correia,et al.  A MIP model for locating slow-charging stations for electric vehicles in urban areas accounting for driver tours , 2015 .

[23]  Otto C. Doering,et al.  The economic competitiveness and emissions of battery electric vehicles in China , 2015 .

[24]  Ching-Chan Cheng,et al.  The strategy for enhancing consumer intention to dine at green restaurants: three-phase decision-making model , 2017 .

[25]  Ying-Wei Wang,et al.  Locating multiple types of recharging stations for battery-powered electric vehicle transport , 2013 .

[26]  Qinghua Zhu,et al.  Evaluating green supplier development programs at a telecommunications systems provider , 2012 .

[27]  Hu-Chen Liu,et al.  Adopting Strategic Niche Management to Evaluate EV Demonstration Projects in China , 2016 .

[28]  Ronald R. Yager,et al.  Quantifier guided aggregation using OWA operators , 1996, Int. J. Intell. Syst..

[29]  Qinghua Zhu,et al.  Barriers for household e-waste collection in China: Perspectives from formal collecting enterprises in Liaoning Province , 2017 .

[30]  Mohammad Kazem Sayadi,et al.  Extension of MULTIMOORA method with interval numbers: An application in materials selection , 2016 .

[31]  Dan Wu,et al.  Incorporating institutional and spatial factors in the selection of the optimal locations of public electric vehicle charging facilities: A case study of Beijing, China , 2016 .

[32]  Qingquan Li,et al.  Optimizing the Locations of Electric Taxi Charging Stations: a Spatial-temporal Demand Coverage Approach , 2016 .

[33]  E. Zavadskas,et al.  Project management by multimoora as an instrument for transition economies , 2010 .

[34]  S. Meysam Mousavi,et al.  Soft computing based on hierarchical evaluation approach and criteria interdependencies for energy decision-making problems: A case study , 2017 .

[35]  A. Gabus,et al.  Perceptions of the world problematique: communication procedure, communicating with those bearing collective responsibility , 1973 .

[36]  Hu-Chen Liu,et al.  Developing sustainable supplier selection criteria for solar air-conditioner manufacturer: An integrated approach , 2017 .

[37]  S. K. Goyal,et al.  A multi-criteria decision making approach for location planning for urban distribution centers under uncertainty , 2011, Math. Comput. Model..

[38]  MengChu Zhou,et al.  Multiobjective Optimization Models for Locating Vehicle Inspection Stations Subject to Stochastic Demand, Varying Velocity and Regional Constraints , 2016, IEEE Transactions on Intelligent Transportation Systems.

[39]  Francisco Herrera,et al.  Choice processes for non-homogeneous group decision making in linguistic setting , 1998, Fuzzy Sets Syst..

[40]  Payam Sadeghi-Barzani,et al.  Optimal fast charging station placing and sizing , 2014 .

[41]  Ankur Chauhan,et al.  A hybrid multi-criteria decision making method approach for selecting a sustainable location of healthcare waste disposal facility , 2016 .

[42]  Yi-Chih Hsieh,et al.  A hybrid heuristic approach to the problem of the location of vehicle charging stations , 2014, Comput. Ind. Eng..

[43]  Ferhan Çebi,et al.  A two-stage fuzzy approach for supplier evaluation and order allocation problem with quantity discounts and lead time , 2016, Inf. Sci..

[44]  Edmundas Kazimieras Zavadskas,et al.  Multimoora Optimization Used to Decide on a Bank Loan to Buy Property , 2011 .

[45]  E. Zavadskas,et al.  The Interval-Valued Intuitionistic Fuzzy MULTIMOORA Method for Group Decision Making in Engineering , 2015 .

[46]  MengChu Zhou,et al.  Centralized Charging Strategy and Scheduling Algorithm for Electric Vehicles Under a Battery Swapping Scenario , 2016, IEEE Transactions on Intelligent Transportation Systems.

[47]  Xinkai Wu,et al.  Electric vehicles’ energy consumption measurement and estimation , 2015 .

[48]  P. C. Jha,et al.  Effect of product recovery and sustainability enhancing indicators on the location selection of manufacturing facility , 2016 .

[49]  Zeshui Xu,et al.  Uncertain linguistic aggregation operators based approach to multiple attribute group decision making under uncertain linguistic environment , 2004, Inf. Sci..