Research on ISFLA-Based Optimal Control Strategy for the Coordinated Charging of EV Battery Swap Station
Joint Authors
Huang, Xueliang
Qiang, Hao
Zhang, Qidong
Li, Haijuan
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-11-26
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
As an important component of the smart grid, electric vehicles (EVs) could be a good measure against energy shortages and environmental pollution.
A main way of energy supply to EVs is to swap battery from the swap station.
Based on the characteristics of EV battery swap station, the coordinated charging optimal control strategy is investigated to smooth the load fluctuation.
Shuffled frog leaping algorithm (SFLA) is an optimization method inspired by the memetic evolution of a group of frogs when seeking food.
An improved shuffled frog leaping algorithm (ISFLA) with the reflecting method to deal with the boundary constraint is proposed to obtain the solution of the optimal control strategy for coordinated charging.
Based on the daily load of a certain area, the numerical simulations including the comparison of PSO and ISFLA are carried out and the results show that the presented ISFLA can effectively lower the peak-valley difference and smooth the load profile with the faster convergence rate and higher convergence precision.
American Psychological Association (APA)
Huang, Xueliang& Qiang, Hao& Zhang, Qidong& Li, Haijuan. 2013. Research on ISFLA-Based Optimal Control Strategy for the Coordinated Charging of EV Battery Swap Station. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-7.
https://search.emarefa.net/detail/BIM-1010090
Modern Language Association (MLA)
Huang, Xueliang…[et al.]. Research on ISFLA-Based Optimal Control Strategy for the Coordinated Charging of EV Battery Swap Station. Mathematical Problems in Engineering No. 2013 (2013), pp.1-7.
https://search.emarefa.net/detail/BIM-1010090
American Medical Association (AMA)
Huang, Xueliang& Qiang, Hao& Zhang, Qidong& Li, Haijuan. Research on ISFLA-Based Optimal Control Strategy for the Coordinated Charging of EV Battery Swap Station. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-7.
https://search.emarefa.net/detail/BIM-1010090
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1010090