Optimizing Forward Market Trading Strategy for Renewable Power Producers Considering Revenue Sufficiency and Risk

Mingchen Ma;Jiawei Zhang;Haiyang Jiang;Yifu Chen;Yating Wang;Ning Zhang
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Abstract

The increasing penetration of renewable energy leads to the frequent occurrences of zero-marginal-cost phenomenon in the spot market and causes missing money problems for renewable power producers (RPPs). Engagement in the forward market is a viable solution for RPPs to address this issue. This paper establishes a distributionally robust mean-variance model to optimize the RPPs' forward trading strategies. The model is further transformed into a tractable second-order-cone-programming one. Based on this model, RPPs are able to ensure their revenue sufficiency and mitigate revenue risks through the engagement in the forward market. We conduct case studies on RPPs' forward trading strategies under three typical market scenarios. In addition, we study the impacts of delivery mechanisms and the price of forward market on RPPs' trading strategies.
考虑收益充分性和风险的可再生能源生产商远期市场交易策略优化
随着可再生能源渗透率的不断提高,现货市场零边际成本现象频繁出现,也给可再生能源发电企业带来了缺钱问题。参与远期市场是rpp解决这一问题的可行方案。本文建立了一个分布鲁棒的均值-方差模型来优化rpp的远期交易策略。该模型进一步转化为可处理的二阶锥规划模型。基于该模型,rpp能够通过参与远期市场来确保其收入充足性并降低收入风险。我们在三种典型的市场情景下对rpp的远期交易策略进行了案例研究。此外,我们还研究了交割机制和远期市场价格对rpp交易策略的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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