Service Evaluation of Electric Vehicle Charging Station: An Application of Improved Matter-Element Extension Method
To reach the targets of carbon peaking and neutral, China needs to develop electric vehicles extensively. The service level of electric vehicle charging stations (EVCSs) notably decides the promotion of electric vehicles. Given the current unsatisfactory service performance of charging stations, thi...
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doaj-4126d57efe0f481b90759d23030630cd2021-07-23T14:08:09ZengMDPI AGSustainability2071-10502021-07-01137910791010.3390/su13147910Service Evaluation of Electric Vehicle Charging Station: An Application of Improved Matter-Element Extension MethodQingyou Yan0Hua Dong1Meijuan Zhang2School of Economics and Management, North China Electric Power University, Beijing 102206, ChinaSchool of Economics and Management, North China Electric Power University, Beijing 102206, ChinaSchool of Economics and Management, North China Electric Power University, Beijing 102206, ChinaTo reach the targets of carbon peaking and neutral, China needs to develop electric vehicles extensively. The service level of electric vehicle charging stations (EVCSs) notably decides the promotion of electric vehicles. Given the current unsatisfactory service performance of charging stations, this paper established a multi-criteria evaluation system for the electric vehicle charging stations. We conducted a survey in 2020 by distributing questionnaires to experts and charging station users. Firstly, from the perspective of the subject and object of charging station service, the evaluation system of 16 indexes for operator service and customer service was constructed. Secondly, the order relation method and entropy weight method were used to determine the subjective weight and objective weight of the indexes, respectively. It was concluded that charging price and parking cost have a great influence on the service evaluation. Then, a comprehensive evaluation model based on the improved matter-element extension method was established to appraise three charging stations in Beijing. Sensitive analysis and comparative analysis were implemented to further demonstrate the effectiveness and stability of the proposed evaluation method. Finally, the evaluation results provided implications for improving the charging service performance.https://www.mdpi.com/2071-1050/13/14/7910electric vehicle charging stationservice appraisalentropy weight methodimproved matter-element extension method |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Qingyou Yan Hua Dong Meijuan Zhang |
spellingShingle |
Qingyou Yan Hua Dong Meijuan Zhang Service Evaluation of Electric Vehicle Charging Station: An Application of Improved Matter-Element Extension Method Sustainability electric vehicle charging station service appraisal entropy weight method improved matter-element extension method |
author_facet |
Qingyou Yan Hua Dong Meijuan Zhang |
author_sort |
Qingyou Yan |
title |
Service Evaluation of Electric Vehicle Charging Station: An Application of Improved Matter-Element Extension Method |
title_short |
Service Evaluation of Electric Vehicle Charging Station: An Application of Improved Matter-Element Extension Method |
title_full |
Service Evaluation of Electric Vehicle Charging Station: An Application of Improved Matter-Element Extension Method |
title_fullStr |
Service Evaluation of Electric Vehicle Charging Station: An Application of Improved Matter-Element Extension Method |
title_full_unstemmed |
Service Evaluation of Electric Vehicle Charging Station: An Application of Improved Matter-Element Extension Method |
title_sort |
service evaluation of electric vehicle charging station: an application of improved matter-element extension method |
publisher |
MDPI AG |
series |
Sustainability |
issn |
2071-1050 |
publishDate |
2021-07-01 |
description |
To reach the targets of carbon peaking and neutral, China needs to develop electric vehicles extensively. The service level of electric vehicle charging stations (EVCSs) notably decides the promotion of electric vehicles. Given the current unsatisfactory service performance of charging stations, this paper established a multi-criteria evaluation system for the electric vehicle charging stations. We conducted a survey in 2020 by distributing questionnaires to experts and charging station users. Firstly, from the perspective of the subject and object of charging station service, the evaluation system of 16 indexes for operator service and customer service was constructed. Secondly, the order relation method and entropy weight method were used to determine the subjective weight and objective weight of the indexes, respectively. It was concluded that charging price and parking cost have a great influence on the service evaluation. Then, a comprehensive evaluation model based on the improved matter-element extension method was established to appraise three charging stations in Beijing. Sensitive analysis and comparative analysis were implemented to further demonstrate the effectiveness and stability of the proposed evaluation method. Finally, the evaluation results provided implications for improving the charging service performance. |
topic |
electric vehicle charging station service appraisal entropy weight method improved matter-element extension method |
url |
https://www.mdpi.com/2071-1050/13/14/7910 |
work_keys_str_mv |
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_version_ |
1721285716317569024 |