5月6日 南洋理工大学王建征博士学术报告预告
作者:控制学科
发布日期:2022-05-05
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报告题目:“Social Profit Optimization with Demand Response Management in Electricity Market: A Multi-timescale Leader-following Approach” 时 间:05月6日(周五)下午4:00 腾讯会议:612-399-479 主 持 人:陈博
报告摘要: In the electricity market, it is quite common that the market participants make “selfish” strategies to harvest the maximum profits for themselves, which may cause the social benefit loss and impair the sustainability of the market in the long term. Regarding this issue, we will study how the social profit can be improved through strategic demand response management. Specifically, we explore two interaction mechanisms in the market: Nash game and Stackelberg game. At the user side, each user makes the respective energy-purchasing strategy to optimize its own profit. At the utility company side, we consider multiple self-centric utility companies who play games. A social-centric governmental utility company is established as the leader to optimize the social profit of the market through competitions. Then, a multi-timescale leader-following problem of the utility companies is formulated under the coordination of an independent system operator. By our proposed demand function amelioration strategy, the market efficiency is maximized. In addition, by considering some additional constraints of the market, two projection-based algorithms are proposed. The feasibility of the proposed algorithms is verified with an IEEE 9-bus system model in the simulation.
报告人简介: Wang Jianzheng received BEng degree from Tianjin University in 2012, China. Currently, he is working towards PhD degree in Nanyang Technological University, Singapore. His research interests include decentralized optimization and game theory in multi-agent networks, with applications to electricity market. |