Optimal dispatch and bidding strategy of a virtual power plant based on a Stackelberg game

被引:32
|
作者
Wu, Hongbin [1 ]
Liu, Xin [1 ]
Ye, Bin [2 ]
Xu, Bin [3 ]
机构
[1] Hefei Univ Technol, Anhui Prov Lab Renewable Energy Utilizat & Energy, Hefei 230009, Peoples R China
[2] State Grid Anhui Econ Res Inst, Dept Dev Planning, Hefei 230022, Peoples R China
[3] State Grid Anhui Elect Power Res Inst, Power Grid Technol Ctr, Hefei 230601, Peoples R China
基金
中国国家自然科学基金;
关键词
power generation economics; power generation dispatch; game theory; profitability; power markets; photovoltaic power systems; cost reduction; virtual power plant; electricity market transactions; optimal dispatch strategy; Stackelberg game model; bidding strategy; energy management platform; distributed energy resources; intermittent renewables; trading mechanism; photovoltaic system; purchasing electricity; DEMAND RESPONSE; OPTIMIZATION; ENERGY; WIND; OPERATION; MARKETS; SYSTEM;
D O I
10.1049/iet-gtd.2019.0493
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
The virtual power plant is a new type of energy management platform, which can aggregate a variety of distributed energy resources as a single generation unit to participate in the electricity market. When intermittent renewables make up a large share of the VPP, it will lead to high penalty costs in electricity market transactions. Therefore, it is necessary to optimize the internal power output and trading strategy of the virtual power plants to improve the overall operational economy. This paper deeply analyses the trading mechanism of the electricity market and models the risk cost of virtual power plants in the electricity market. Then a Stackelberg game model is established and the objective function is established to maximize the profit of the virtual power plant and minimize the cost of purchasing electricity by users. Finally, the results of a realistic case study are provided to show that the proposed approach can reduce the bidding bias of a virtual power plant in the electricity market, increase operating profit and reduce the cost of electricity purchasing. In addition, the impact of the load type and bidding method on the economy on a virtual power plant is analysed.
引用
收藏
页码:552 / 563
页数:12
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