Risk Trading in Energy Communities

被引:26
|
作者
Vespermann, Niklas [1 ]
Hamacher, Thomas [1 ]
Kazempour, Jalal [2 ]
机构
[1] Tech Univ Munich, Dept Elect & Comp Engn, D-80333 Munich, Germany
[2] Tech Univ Denmark, Dept Elect Engn, DK-2800 Lyngby, Denmark
关键词
Nash equilibrium; Games; Optimization; Uncertainty; Power generation; Renewable energy sources; Arrow-debreu security; conditional value-at-risk; energy community; market completeness for risk; mixed complementarity problem; risk trading; two-stage stochastic Nash equilibrium problem;
D O I
10.1109/TSG.2020.3030319
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
Local energy communities are proposed as a regulatory framework to enable the market participation of end-consumers. However, volatile local market-clearing prices, and consequently, volatile cost give rise to local market participants with generally heterogeneous risk attitudes. To prevent the increased operational cost of communities due to conservative trading decisions in the forward stage, e.g., a day-ahead market, we propose risk trading in energy communities via financial hedging products, the so-called Arrow-Debreu securities. The conditional value-at-risk serves as our risk measure for players to study different degrees of market completeness for risk. We define a risk-averse Nash game with risk trading and solve the Nash equilibrium problem for an incomplete market for risk as a mixed complementarity problem. We show that such a Nash equilibrium problem reduces to a single optimization problem if the market is complete for risk. Numerical findings indicate that a significant community cost saving can be realized when players engage in risk trading and sufficient financial hedging products are available. Moreover, risk trading efficiently protects less risk-averse players from highly risk-averse decision-making of rival players.
引用
收藏
页码:1249 / 1263
页数:15
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