![](/images/graphics-bg.png)
Energy management system optimization for battery-ultracapacitor powered electric vehicle
Joint Authors
Sergeant, Peter
Koroglu, Selim
Demircali, Akif
Kesler, Silami
Ozturk, Erkan
Tumbek, Mustafa
Source
Issue
Vol. 13, Issue 1 (31 Mar. 2017), pp.16-26, 11 p.
Publisher
Publication Date
2017-03-31
Country of Publication
Algeria
No. of Pages
11
Main Subjects
Abstract EN
Energy usage and environment pollution in the transportation are major problems of today’s world.
Although electric vehicles are promising solutions to these problems, their energy management methods are complicated and need to be improved for the extensive usage.
In this work, the heuristic optimization methods; Differential Evolution Algorithm, Genetic Algorithm and Particle Swarm Optimization, are used to provide an optimal energy management system for a battery/ultracapacitor powered electric vehicle without prior knowledge of the drive cycle.
The proposed scheme has been simulated in Matlab and applied on the ECE driving cycle.
The differences between optimization methods are compared with reproducible and measurable error criteria.
Results and the comparisons show the effectiveness and the practicality of the applied methods for the energy management problem of the multi-source electric vehicles
American Psychological Association (APA)
Koroglu, Selim& Demircali, Akif& Kesler, Silami& Sergeant, Peter& Ozturk, Erkan& Tumbek, Mustafa. 2017. Energy management system optimization for battery-ultracapacitor powered electric vehicle. Journal of Electrical Systems،Vol. 13, no. 1, pp.16-26.
https://search.emarefa.net/detail/BIM-723415
Modern Language Association (MLA)
Koroglu, Selim…[et al.]. Energy management system optimization for battery-ultracapacitor powered electric vehicle. Journal of Electrical Systems Vol. 13, no. 1 (2017), pp.16-26.
https://search.emarefa.net/detail/BIM-723415
American Medical Association (AMA)
Koroglu, Selim& Demircali, Akif& Kesler, Silami& Sergeant, Peter& Ozturk, Erkan& Tumbek, Mustafa. Energy management system optimization for battery-ultracapacitor powered electric vehicle. Journal of Electrical Systems. 2017. Vol. 13, no. 1, pp.16-26.
https://search.emarefa.net/detail/BIM-723415
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 26
Record ID
BIM-723415