Stackelberg Game Approach on Modeling of Supply Demand Behavior Considering BEV Uncertainty

被引:0
作者
Azimian, Behrouz [1 ]
Fijani, Ramin Faraji [1 ]
Ghotbi, Ehsan [1 ]
Wang, Xingwu [1 ]
机构
[1] Alfred Univ, Inamori Sch Engn, Alfred, NY 14802 USA
来源
2018 IEEE INTERNATIONAL CONFERENCE ON PROBABILISTIC METHODS APPLIED TO POWER SYSTEMS (PMAPS) | 2018年
关键词
internet of things; real-time pricing; demand response; game theory; battery electric vehicle; vehicle-to-grid; SMART; MANAGEMENT;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Based on sophisticated metering infrastructure (AMI), one can use big data to provide demand-response (DR) solutions. There is a need to develop optimized cost structures for consumers. In this paper, Stackelberg game approaches are utilized, and residential loads are considered including battery electric vehicles (BEVs) equipped with BEV communication controllers and vehicle-to-grid (V2G) technologies. Efficient and effective optimized algorithms are developed for users (followers) based on time dependent pricing schemes. In the "games," besides the followers, other participant is an electricity retailer company (leader), with a two-way bilateral communication procedure accepted and established by all participants. The user side of the games is related to the demand side management (DSM). Real-time pricing (RTP) from time-of-use (TOU) companies is used to achieve better results. Monte Carlo simulations (MCS) represent uncertain behaviors of BEV drivers. Results indicate that customers' demands can be met while reaching the best efficiency.
引用
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页数:6
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