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计及不确定性与相关性的虚拟电厂参与主辅市场联合交易优化研究 被引量:10

Optimization of Virtual Power Plant Participating in Joint Trading in Main and Auxiliary Markets Considering Uncertainty and Correlation
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摘要 为了应对风光大规模并网带来的调峰困难,由此进行计及不确定性与相关性的虚拟电厂参与主辅市场联合交易优化研究。首先,设计虚拟电厂参与主辅市场的交易体系;然后,考虑新能源出力的不确定性以及主电能量市场与调峰辅助服务市场价格的相关性,构建了虚拟电厂参与主辅市场的联合出清优化模型;最后,以某一虚拟电厂为例进行算例分析,算例结果验证了模型的有效性。 Targeting the problem of peak shaving caused by the large-scale grid connection of wind and solar energy,the paper makes a study on the optimization of virtual power plant participating in joint trading in main and auxiliary markets by considering uncertainty and correlation.Firstly,a trading system for the virtual power plant to participate in the main and auxiliary markets is designed.Then considering the uncertainty of renewable energy output and the price correlation between the main power market and the peak shaving auxiliary service market,the joint clearing optimization model of the virtual power plant participating in the main and auxiliary markets is constructed.Finally,the effectiveness of the model is verified with a case of virtual power plant.
作者 祖文静 杜易达 李鹏 余晓鹏 王世谦 李慧璇 张艺涵 ZU Wenjing;DU Yida;LI Peng;YU Xiaopeng;WANG Shiqian;LI Huixuan;ZHANG Yihan(State Grid Henan Electric Power Economic and Technological Research Institute,Zhengzhou 450052,China;State Grid Henan Electric Power Company,Zhengzhou 450052,China;School of Economics and Management,North China Electric Power University,Beijing 102206,China)
出处 《智慧电力》 北大核心 2022年第10期70-77,86,共9页 Smart Power
基金 国家自然科学基金资助项目(72174062) 河南省电力公司科技项目(5217L0210001)。
关键词 虚拟电厂 不确定性 相关性 主辅市场 交易优化 virtual power plant uncertainty correlation main and auxiliary market trading optimization
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