基于自适应期望学习的零售电力市场博弈模型

M. R. Sheykhha, Majid Dehghani, A. Fereidunian, Amirhossein Nikoofard
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引用次数: 0

摘要

建立零售市场,制定顾客选择,可以提高体制改革后的市场竞争力。零售商之间的竞争增加了消费者的选择,提高了消费者的经济利益。本文提出了一个基于Bertrand博弈的零售市场竞争模型。与最近的大多数研究不同,本文考虑了配电线路约束对竞争价格的影响。此外,针对低市场潜力零售商,提出了一种基于学习的自适应期望方法,以提高其在寡头垄断市场中的绩效。结果表明,配送网络线路的容量直接影响零售商之间的竞争水平。线路限制可能会改变市场上一个或多个零售商的优势或劣势。本文使用的学习方法表现为提高市场潜力较小的零售商的利润高达20%,而其他零售商的利润却在下降。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Game-Theoretic Model for Retail Electricity Market Using Adaptive Expectations Learning
Establishing a retail market and formulating customers' choices improves market competitiveness in a restructured system. Competition among retailers increases the choices and enhances the economic interest of the consumers. This paper presents a competition model in the retail market based on the Bertrand game. Unlike most of the recent studies, in this paper, the effect of distribution line constraints is considered on competitive prices. Moreover, a learning-based method called adaptive expectations is presented for the retailers with lower market potential, to improve their performance in an oligopolistic market. The results show that the capacity of distribution network lines directly affects the level of competition among retailers. The line constraints may change the situation to the advantage of or at the disadvantage of one or more retailers in the market. The learning method used in the paper has expressed itself as improving the retailers' profit with a smaller market potential of up to 20%, while other retailers experience declining profits.
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