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Development of bidding strategies in electricity markets using possibility theory

机译:利用可能性理论制定电力市场竞价策略

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摘要

In the electricity market environment, bidding strategies employed by generation companies may have significant impacts on their own benefits, and on the operating behaviors of an electricity market as well. Hence, how to develop optimal bidding strategies for generation companies or how to analyze strategic behaviors of them and hence to figure out the potential market power abuse is now a very active research area. A possibility theory based approach is proposed in this work for building optimal bidding strategies for generation companies. Based on historical bidding data, the available (production cost) data before the power industry restructuring and experts' heuristic knowledge, the well-known fuzzy set theory is employed to represent the estimated bidding behaviors of rival generation companies, and a fuzzy programming model is developed and a solution method follows. The approach is especially suitable for those electricity markets recently launched, since sufficient historical bidding data is not available and hence probability methods cannot be employed. Finally, a sample example with six generation companies participating in an electricity market is served for demonstrating the essential features of the presented approach.
机译:在电力市场环境中,发电公司采用的竞标策略可能对其自身利益以及电力市场的运营行为产生重大影响。因此,如何为发电公司制定最佳竞标策略或如何分析发电公司的战略行为,从而弄清潜在的市场支配力滥用,现在是一个非常活跃的研究领域。在这项工作中提出了一种基于可能性理论的方法,用于为发电公司建立最佳竞标策略。基于历史投标数据,电力行业重组之前的可用(生产成本)数据以及专家的启发式知识,采用著名的模糊集理论来表示竞争对手发电公司的估计投标行为,并且采用模糊规划模型开发了一种解决方法。该方法特别适用于最近启动的那些电力市场,因为没有足够的历史投标数据,因此无法采用概率方法。最后,提供了一个示例示例,其中有六个发电公司参与电力市场,以演示所提出方法的基本特征。

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