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Service-quality based pricing approach for charging electric vehicles in smart energy communities
Wang, Yanliang1; Xiang, Yue1; Hu, Haifeng2; Lao, Keng Weng3; Tong, Jun2; Jiang, Yi4
2023-08-10
Source PublicationJournal of Cleaner Production
ABS Journal Level2
ISSN0959-6526
Volume420Pages:138416
Abstract

Guiding electric vehicles (EVs) in smart energy communities to participate in demand response can significantly benefit users and the load aggregator. However, when the user's travel plans are uncertain, the EV may end up charging before the planned time, leaving the user with an insufficient power supply. This can occur because the control program chooses to charge the EV during periods of low electricity prices to reduce user costs. To address this issue, a new strategy for charging pricing based on service-quality is proposed to help users deal with the uncertainty of travel plans and promote user participation in demand response. In this paper, the proposed charging pricing of EVs consists of three parts. Firstly, the model of charging packages with different service qualities is designed for users. The differences in charging packages are reflected in the percentage of power supply and price within each time slot. Charging packages provide users with at least a certain amount of power in each time slot, allowing them to better cope with the uncertainty of their travel plans. Secondly, a subscription model for charging packages is built to match the user's travel plans. Finally, the pricing model of the charging package is established, representing the master-slave game between the load aggregator and the user. The model is linearized by the KKT condition. The results show that the proposed strategy helps users cope with the uncertainty of their travel plans, reducing charging cost for users by 16.39% while increasing revenue for the load aggregator by 14.8%.

KeywordCharging Price Based On Service-quality Conditional Value At Risk Demand Response Electric Vehicles Master-slave Game
DOI10.1016/j.jclepro.2023.138416
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaScience & Technology - Other Topics ; Engineering ; Environmental Sciences & Ecology
WOS SubjectGreen & Sustainable Science & Technology ; Engineering, Environmental ; Environmental Sciences
WOS IDWOS:001062093300001
PublisherELSEVIER SCI LTD, THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, OXON, ENGLAND
Scopus ID2-s2.0-85167785482
Fulltext Access
Citation statistics
Document TypeJournal article
CollectionTHE STATE KEY LABORATORY OF INTERNET OF THINGS FOR SMART CITY (UNIVERSITY OF MACAU)
DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
Corresponding AuthorXiang, Yue
Affiliation1.College of Electrical Engineering, Sichuan University, Chengdu, China
2.Chengdu TELD New Energy Co., Ltd., Chengdu, China
3.State Key Laboratory of Internet of Things for Smart City and Department of Electrical and Computer Engineering, University of Macau, Macao, China
4.State Grid Sichuan Electric Vehicle Service Co., Ltd., Chengdu, China
Recommended Citation
GB/T 7714
Wang, Yanliang,Xiang, Yue,Hu, Haifeng,et al. Service-quality based pricing approach for charging electric vehicles in smart energy communities[J]. Journal of Cleaner Production, 2023, 420, 138416.
APA Wang, Yanliang., Xiang, Yue., Hu, Haifeng., Lao, Keng Weng., Tong, Jun., & Jiang, Yi (2023). Service-quality based pricing approach for charging electric vehicles in smart energy communities. Journal of Cleaner Production, 420, 138416.
MLA Wang, Yanliang,et al."Service-quality based pricing approach for charging electric vehicles in smart energy communities".Journal of Cleaner Production 420(2023):138416.
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