Please use this identifier to cite or link to this item:
http://hdl.handle.net/10397/92302
Title: | Capacity planning for an electric vehicle charging station considering fuzzy quality of service and multiple charging options | Authors: | Zhao, Z Xu, M Lee, CKM |
Issue Date: | Dec-2021 | Source: | IEEE transactions on vehicular technology, Dec. 2021, v. 70, no. 12, p. 12529-12541 | Abstract: | Electric vehicles (EVs) have received considerable attention in dealing with severe environmental and energy crises. The capacity planning of public charging stations has been a major factor in facilitating the wide market penetration of EVs. In this paper, we present an optimization model for charging station capacity planning to maximize the fuzzy quality of service (FQoS) considering queuing behavior, blocking reliability, and multiple charging options classified by battery technical specifications. The uncertainty of the EV arrival and service time are taken into account and described as fuzzy numbers characterized by triangular membership functions. Meanwhile, an α-cuts-based algorithm is proposed to defuzzify the FQoS. Finally, the numerical results illustrate that a more robust plan can be obtained by accounting for FQoS. The contribution of the proposed model allows decision-makers and operators to plan the capacity of charging stations with fuzzy EV arrival rate and service rate and provide a better service for customers with different charging options. | Keywords: | Capacity planning Charging station Electric vehicle Fuzzy quality of service Multiple charging options |
Publisher: | Institute of Electrical and Electronics Engineers | Journal: | IEEE transactions on vehicular technology | ISSN: | 0018-9545 | EISSN: | 1939-9359 | DOI: | 10.1109/TVT.2021.3121440 | Rights: | © 2021 IEEE. . Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The following publication Z. Zhao, M. Xu and C. K. M. Lee, "Capacity Planning for an Electric Vehicle Charging Station Considering Fuzzy Quality of Service and Multiple Charging Options," in IEEE Transactions on Vehicular Technology, vol. 70, no. 12, pp. 12529-12541, Dec. 2021 is available at https://dx.doi.org/10.1109/TVT.2021.3121440 |
Appears in Collections: | Journal/Magazine Article |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
Zhao_Capacity_Planning_Electric.pdf | Pre-Published version | 1.4 MB | Adobe PDF | View/Open |
Page views
59
Last Week
0
0
Last month
Citations as of Apr 28, 2024
Downloads
133
Citations as of Apr 28, 2024
SCOPUSTM
Citations
12
Citations as of Apr 26, 2024
WEB OF SCIENCETM
Citations
11
Citations as of Apr 25, 2024
Google ScholarTM
Check
Altmetric
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.