TY - JOUR
T1 - Multi-objective Optimal Operation of Centralized Battery Swap Charging System with Photovoltaic
AU - Li, Yuanzheng
AU - Cai, Yihan
AU - Zhao, Tianyang
AU - Liu, Yun
AU - Wang, Jian
AU - Wu, Lei
AU - Zhao, Yong
N1 - Publisher Copyright:
© 2013 State Grid Electric Power Research Institute.
PY - 2022/1/1
Y1 - 2022/1/1
N2 - Electric vehicles (EVs) are widely deployed throughout the world, and photovoltaic (PV) charging stations have emerged for satisfying the charging demands of EV users. This paper proposes a multi-objective optimal operation method for the centralized battery swap charging system (CBSCS), in order to enhance the economic efficiency while reducing its adverse effects on power grid. The proposed method involves a multi-objective optimization scheduling model, which minimizes the total operation cost and smoothes load fluctuations, simultaneously. Afterwards, we modify a recently proposed multi-objective optimization algorithm of non-sorting genetic algorithm III (NSGA-III) for solving this scheduling problem. Finally, simulation studies verify the effectiveness of the proposed multi-objective operation method.
AB - Electric vehicles (EVs) are widely deployed throughout the world, and photovoltaic (PV) charging stations have emerged for satisfying the charging demands of EV users. This paper proposes a multi-objective optimal operation method for the centralized battery swap charging system (CBSCS), in order to enhance the economic efficiency while reducing its adverse effects on power grid. The proposed method involves a multi-objective optimization scheduling model, which minimizes the total operation cost and smoothes load fluctuations, simultaneously. Afterwards, we modify a recently proposed multi-objective optimization algorithm of non-sorting genetic algorithm III (NSGA-III) for solving this scheduling problem. Finally, simulation studies verify the effectiveness of the proposed multi-objective operation method.
KW - Multi-objective optimization
KW - battery swap charging system
KW - electric vehicle
KW - photovoltaic
KW - scheduling
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U2 - 10.35833/MPCE.2020.000109
DO - 10.35833/MPCE.2020.000109
M3 - Article
AN - SCOPUS:85124165461
SN - 2196-5625
VL - 10
SP - 149
EP - 162
JO - Journal of Modern Power Systems and Clean Energy
JF - Journal of Modern Power Systems and Clean Energy
IS - 1
ER -