Determining the pricing and deployment strategy for virtual power plants of peer-to-peer prosumers: A game-theoretic approach

被引:7
|
作者
Zeng, Yu [1 ]
Wei, Xuan [2 ]
Yao, Yuan [2 ]
Xu, Yinliang [2 ]
Sun, Hongbin [3 ]
Chan, Wai Kin Victor [2 ]
Feng, Wei [1 ]
机构
[1] Chinese Acad Sci, Shenzhen Inst Adv Technol, 1068 Xueyuan Ave, Shenzhen 518055, Peoples R China
[2] Tsinghua Univ, Tsinghua Berkeley Shenzhen Inst TBSI, Tsinghua Shenzhen Int Grad Sch, Shenzhen 518055, Peoples R China
[3] Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
关键词
Virtual power plants; Peer -to -peer energy trading; Pricing strategy; Energy sharing services; Game theory; ENERGY;
D O I
10.1016/j.apenergy.2023.121349
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
Aiming to deal with the fundamental transition of power networks and efficiently achieve sustainable devel-opment in the energy sector, virtual power plants for peer-to-peer (P2P) energy transactions among prosumers have been encouraged around the world. Successful implementation of P2P-based virtual power plants (P2PVPPs) requires a pricing and deployment strategy to charge for energy sharing services with the prosumers. In this study, we propose a two-stage game model to guide the pricing and deployment strategy for P2PVPPs to charge for sharing services with the prosumers, where the preferences of prosumers on the selection of their P2PVPPs are characterized using a Hotelling model. Moreover, we provide a numerical example to determine the optimal pricing and deployment strategy for the P2PVPPs, and a sensitivity analysis is conducted to demonstrate how relevant influential factors, which are presented in the model, can affect the P2PVPP operators' profit and corresponding optimal prices, i.e., subscription fees, for prosumers, which includes buyers and sellers. The results indicate that the two-part tariffs have a more significant effect than subscription fees for P2PVPPs' development and appropriately raising the per-transaction charge for prosumers in the two-part tariffs can help improve the effect of two-part tariffs to more effectively promote the development of P2PVPPs. While high per-agent serving costs for prosumers, including both buyers and sellers, and the generation-demand difference (GDD) level of sellers are not conducive to the development of P2PVPP, increasing the per-transaction charge for prosumers, promoting technological progress and improving the degree of product differentiation can help P2PVPP implementation.
引用
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页数:13
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