DocumentCode
666425
Title
An integrated fuzzy logic energy management for a dual-source electric vehicle
Author
Silva, Mario A. ; de Melo, Hugo Neves ; Trovao, Joao P. ; Pereirinha, Paulo G. ; Jorge, Humberto M.
Author_Institution
Dept. of Electr. Eng. & Comput., Univ. of Coimbra, Coimbra, Portugal
fYear
2013
fDate
10-13 Nov. 2013
Firstpage
4564
Lastpage
4569
Abstract
Electric vehicles (EVs) have been gaining prominence in the future of sustainable transportation. Advances in energy management systems have shown that EVs with hybrid electric storage systems might be important in situations with frequent speed variations as in urban traffic, attaining more efficient powertrain energy application. Therefore, EVs energy management is an important issue with significant influence in EVs performance. EVs management systems provide important benefits such as reducing energy consumption, decreasing pollution and improving driving performance in the EVs perspective. In this paper, a promising EV dual source architecture, with supercapacitors and batteries is proposed in order to satisfy the EVs energy requirements. Considering several EVs power scenarios, an energy management system based on fuzzy logic control strategy was developed. Thus, for a future reduced scale implementation on laboratory workbench, a good energy trade contribution from the two involved sources is required, improving the EVs efficiency and the performance of the overall system.
Keywords
electric vehicles; energy management systems; fuzzy control; pollution control; power consumption; power transmission (mechanical); supercapacitors; EV dual source architecture; dual-source electric vehicle; energy consumption reduction; energy trade contribution; frequent speed variations; fuzzy logic control strategy; hybrid electric storage systems; integrated fuzzy logic energy management; powertrain energy application; supercapacitors; sustainable transportation; urban traffic; Batteries; Energy management; Feeds; Fuzzy logic; Mechanical power transmission; System-on-chip; Batteries; Electric Vehicles; Energy Management; Fuzzy Logic Controller; Hybrid Storage Systems; Supercapacitors;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
Conference_Location
Vienna
ISSN
1553-572X
Type
conf
DOI
10.1109/IECON.2013.6699871
Filename
6699871
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