电网技术2023，Vol.47Issue(12)：4958-4970,13.DOI:10.13335/j.1000-3673.pst.2023.0407
分布式能源动态聚合于虚拟电厂的演化博弈决策方法和机理分析
Evolutionary Game Decision and Mechanism Analysis of Dynamical Aggregation of Distributed Energy Resources Into Virtual Power Plant
摘要
Abstract
In the market environment,the bilateral dynamic aggregation of the distributed energy resources and the virtual power plant,which takes into account the limited information of the market and the dynamic environment,improves the enthusiasm of the participants and effectively guarantees the stability of the aggregation results,having a practical significance.Based on this background,considering the double-game relationship between the distributed energy resources and the virtual power plant in the market environment,this paper firstly proposes the virtual power plant aggregation and operation mechanism under the background of the multi-distributed energy resources and the multi-virtual power plant.Then,based on the potential game theory,a virtual power plant scheduling model is constructed,supporting the evolution analysis of the aggregation decision while ensuring the existence of the scheduling game equilibrium of the virtual power plant.Next,based on the evolutionary game theory,a decision evolution model of the distributed energy resources dynamic aggregation in the virtual power plant is constructed to predict the results of the market dynamic aggregation.Finally,the feasibility and universality of the proposed model and the market equilibrium of the obtained aggregation results are verified by simulation examples and the comparison with other methods.关键词
虚拟电厂/演化博弈理论/动态聚合/势博弈/双边选择/分布式能源Key words
virtual power plant/evolutionary game theory/dynamic aggregation/potential game/bilateral choice/distributed energy resources分类
信息技术与安全科学引用本文复制引用
谢敏,黄莹,李弋升,刘明波..分布式能源动态聚合于虚拟电厂的演化博弈决策方法和机理分析[J].电网技术,2023,47(12):4958-4970,13.基金项目
广东省重点领域研发计划项目(2021B0101230004) （2021B0101230004）
广东省基础与应用基础研究基金面上项目(2021A1515012245).Project Supported by Research and Development Project of Guangdong Province(No.2021B0101230004) （2021A1515012245）
Guangdong Basic and Applied Basic Research Foundation(No.2021A1515012245). （No.2021A1515012245）
