Decision making for electricity retailers in fractile model from multiple markets with rational responses of consumers

Shinya Sekizaki, I. Nishizaki, Tomohiro Hayashida
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Abstract

This paper presents a new decision-making model that enables a retailer to optimise a portfolio reflecting his or her risk attitude in the non-convex decision-making problem. In the proposed model, the responses of consumers to selling prices offered by the retailer are integrated with three types of electricity transactions. In our model, we deal with the three types of electricity transactions, i.e., forward contracts, day-ahead market transactions, and real-time market transactions, and consumers optimise the electricity consumption schedules in response to the time-of-use (TOU) selling prices offered by the retailer. In this paper, in order to examine behavior of the retailers with various risk attitudes effectively, we employ the fractile model that can find the preferred solution in the proposed non-convex decision-making model. Through the computational experiments, we demonstrate the validity of the proposed model for examining the retailer's actions in the deregulated electricity market.
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考虑消费者理性反应的多市场分形模型下电力零售商决策
本文提出了一种新的决策模型,使零售商能够在非凸决策问题中优化反映其风险态度的投资组合。在所提出的模型中,消费者对零售商提供的销售价格的反应与三种类型的电力交易相结合。在我们的模型中,我们处理三种类型的电力交易,即远期合同、日前市场交易和实时市场交易,消费者根据零售商提供的使用时间(TOU)销售价格优化用电时间表。在本文中,为了有效地检验具有不同风险态度的零售商的行为,我们在所提出的非凸决策模型中使用了能够找到优选解的分形模型。通过计算实验,我们证明了所提出的模型在检验零售商在解除管制的电力市场中的行为方面的有效性。
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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来源期刊
International Journal of Energy Technology and Policy
International Journal of Energy Technology and Policy Social Sciences-Geography, Planning and Development
CiteScore
1.50
自引率
0.00%
发文量
16
期刊介绍: The IJETP is a vehicle to provide a refereed and authoritative source of information in the field of energy technology and policy.
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