Real-Time Active Power Dispatch for Virtual Power Plant via a Multi-agent Leader-Follower Game Approach

被引:3
|
作者
Zhang, Zilong [1 ]
Yong, Weizhen [1 ]
Yang, Fan [1 ]
Wei, Jingdong [1 ]
Zhu, Minghui [2 ]
机构
[1] Xi An Jiao Tong Univ, Sch Elect Engn, Xian, Peoples R China
[2] State Grid Shaanxi Elect Power Res Inst, Power Generat Technol Ctr, Xian, Peoples R China
关键词
virtual power plant; multi-agent; leader-follower game; real-time dispatch; fuzzy control; ENERGY MANAGEMENT;
D O I
10.1109/SCEMS48876.2020.9352298
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Due to the volatility of renewable energy and randomness of electricity load in virtual power plant (VPP), VPP will inevitably deviate from the pre-planned reference points in real-time operation process. Thus, real-time active power dispatch is essential to re-determine the power output of VPP' components. Indeed, distributed resources of VPP often belong to different individuals. Coordinating various components of different individuals to participate in VPP real-time scheduling can realize incentive compatibility between VPP and individuals. To this end, this paper proposes real-time active power dispatch for VPP via a multi-agent leader-follower game approach to achieve the purpose of real-time power balance and economic operation of VPP. In the multi-agent leader-follower game, fuzzy control technology is used to generate bidding strategies for various individuals. Simulation results demonstrate the economy and effectiveness of the proposed real-time active power dispatching model for VPP.
引用
收藏
页码:8 / 13
页数:6
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