LAPSE:2018.0919
Published Article
LAPSE:2018.0919
Electric Vehicle Charging and Discharging Coordination on Distribution Network Using Multi-Objective Particle Swarm Optimization and Fuzzy Decision Making
Dongqi Liu, Yaonan Wang, Yongpeng Shen
November 27, 2018
This paper proposed a optimal strategy for coordinated operation of electric vehicles (EVs) charging and discharging with wind-thermal system. By aggregating a large number of EVs, the huge total battery capacity is sufficient to stabilize the disturbance of the transmission grid. Hence, a dynamic environmental dispatch model which coordinates a cluster of charging and discharging controllable EV units with wind farms and thermal plants is proposed. A multi-objective particle swarm optimization (MOPSO) algorithm and a fuzzy decision maker are put forward for the simultaneous optimization of grid operating cost, CO₂ emissions, wind curtailment, and EV users’ cost. Simulations are done in a 30 node system containing three traditional thermal plants, two carbon capture and storage (CCS) thermal plants, two wind farms, and six EV aggregations. Contrast of strategies under different EV charging/discharging price is also discussed. The results are presented to prove the effectiveness of the proposed strategy.
Keywords
coordinated charging, electric vehicle (EV), optimal scheduling, smart grid, vehicle-to-grid (V2G)
Suggested Citation
Liu D, Wang Y, Shen Y. Electric Vehicle Charging and Discharging Coordination on Distribution Network Using Multi-Objective Particle Swarm Optimization and Fuzzy Decision Making. (2018). LAPSE:2018.0919
Author Affiliations
Liu D: Department of Electrical and Information Engineering, Hunan University, Changsha 410082, China
Wang Y: Department of Electrical and Information Engineering, Hunan University, Changsha 410082, China
Shen Y: Department of Electrical and Information Engineering, Hunan University, Changsha 410082, China
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Journal Name
Energies
Volume
9
Issue
3
Article Number
E186
Year
2016
Publication Date
2016-03-11
Published Version
ISSN
1996-1073
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Original Submission
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PII: en9030186, Publication Type: Journal Article
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LAPSE:2018.0919
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doi:10.3390/en9030186
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Nov 27, 2018
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CC BY 4.0
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Nov 27, 2018
 
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Calvin Tsay
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