TY - JOUR
T1 - Towards efficient battery swapping service operation under battery heterogeneity
AU - Zhang, Xu
AU - Cao, Yue
AU - Peng, Linyu
AU - Ahmad, Naveed
AU - Xu, Lexi
N1 - Funding Information:
Manuscript received May 14, 2019; revised August 26, 2019, December 3, 2019, and March 2, 2020; accepted April 16, 2020. Date of publication April 20, 2020; date of current version June 18, 2020. This work was supported by the Joint Fund of Guangdong Province Foundation and Applied Science (2019A1515110238). The review of this paper was coordinated by Prof. S. Manshadi. (Corresponding author: Yue Cao.) Xu Zhang is with the Department of Computer Science and Engineering, Xi’an University of Technology, Xi’an 710048, China (e-mail: zhangxu@xaut.edu.cn).
Publisher Copyright:
© 1967-2012 IEEE.
PY - 2020/6
Y1 - 2020/6
N2 - The proliferation of electric vehicles (EVs) has posed significant challenges to the existing power grid infrastructure. It thus becomes of vital importance to efficiently manage the Electro-Mobility for large demand from EVs. Due to limited cruising range of EVs, vehicles have to make frequent stops for recharging, while long charging period is one major concern under plug-in charging. We herein leverage battery swapping (BS) technology to provide an alternative charging service, which substantially reduces the charging duration (from hours down to minutes). Concerning in practice that various battery is generally not compatible with each other, we thus introduce battery heterogeneity into the swapping service, concerning the case that different types of EVs co-exist. A battery heterogeneity-based swapping service framework is then proposed. Further with reservations for swapping service enabled, the demand load can be anticipated at BS stations as a guidance to alleviate service congestion. Therefore, potential hotspots can be avoided. Results show the performance gains under the proposed scheme by comparing to other benchmarks, in terms of service waiting time, etc. In particular, the diversity of battery stock across the network can be effectively managed.
AB - The proliferation of electric vehicles (EVs) has posed significant challenges to the existing power grid infrastructure. It thus becomes of vital importance to efficiently manage the Electro-Mobility for large demand from EVs. Due to limited cruising range of EVs, vehicles have to make frequent stops for recharging, while long charging period is one major concern under plug-in charging. We herein leverage battery swapping (BS) technology to provide an alternative charging service, which substantially reduces the charging duration (from hours down to minutes). Concerning in practice that various battery is generally not compatible with each other, we thus introduce battery heterogeneity into the swapping service, concerning the case that different types of EVs co-exist. A battery heterogeneity-based swapping service framework is then proposed. Further with reservations for swapping service enabled, the demand load can be anticipated at BS stations as a guidance to alleviate service congestion. Therefore, potential hotspots can be avoided. Results show the performance gains under the proposed scheme by comparing to other benchmarks, in terms of service waiting time, etc. In particular, the diversity of battery stock across the network can be effectively managed.
KW - Battery switch
KW - E-mobility
KW - Electric Vehicle
KW - Transportation planning
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U2 - 10.1109/TVT.2020.2989195
DO - 10.1109/TVT.2020.2989195
M3 - Article
AN - SCOPUS:85086887839
SN - 0018-9545
VL - 69
SP - 6107
EP - 6118
JO - IEEE Transactions on Vehicular Communications
JF - IEEE Transactions on Vehicular Communications
IS - 6
M1 - 9072616
ER -