Title :
Centralized spatial and temporal decomposition charging strategy for electric vehicles: A bi-level optimization approach
Author :
Tianyang Zhao ; Leilei Zhang ; Wenxia Liu ; Jianhua Zhang ; ZongQi Liu
Author_Institution :
State Key Lab. of Alternate Electr. Power Syst. with Renewable Energy Sources, North China Electr. Power Univ., Beijing, China
fDate :
Aug. 31 2014-Sept. 3 2014
Abstract :
This paper proposed a centralized charging strategy for electric vehicles based on bi-level optimization. The objectives are to distribute the electric vehicles charging load more uniformly from both temporal and spatial perspective. In the upper problem, the whole fleet was controlled to coordinated with the given load profile; in the lower problem, electric vehicles in each subarea were controlled to balance the load between different subareas. The proposed bi-level charging strategy was solved by game theory approach as the combination optimization nature of both level problems. The effectiveness of the proposed charging strategy is demonstrated by the simulation results obtained.
Keywords :
battery powered vehicles; game theory; optimisation; secondary cells; bilevel charging strategy; bilevel optimization approach; centralized charging strategy; electric vehicles; game theory; load profile; Batteries; Electric vehicles; Game theory; Linear programming; Load modeling; Optimization; Substations; bi-level optimization; centralized charging strategy; electric vehicle; spatial and temporal decomposition;
Conference_Titel :
Transportation Electrification Asia-Pacific (ITEC Asia-Pacific), 2014 IEEE Conference and Expo
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-4240-4
DOI :
10.1109/ITEC-AP.2014.6941128