A Decision-Making Approach and Updating Strategy for Prosumer Participations in Transactive Energy Markets

Xinyi Jing, Meng Song, Ciwei Gao
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Abstract

The concept of transactive energy(TE) markets is proposed to promote the local consumption of renewable energy and stimulate the regulating potential of flexible resources. Some users with distributed resources or regulation capabilities are transformed into prosumers with both production and consumption attributes. They can trade energy through bidding to get more benefits. Limited by information and decision-making capabilities, prosumers do not know how to fully use their resources to maximize the benefits under their personal preferences. This paper proposes a multi-objective segmented quotation and volume distribution approach for prosumers to make trading decisions. It can integrate risk and return and achieve the full deployment of available resources. In addition, an automatic strategy updating rule is also designed for prosumers who are unfamiliar with the market environment. It is conducive to helping producers further understand the market, adjust their strategies, and thus increase their earnings. Finally, examples are presented to demonstrate the effectiveness of the proposed method. It shows that the method can assist prosumers in making trading decisions, adjusting trading strategies and achieving personal income growth eventually.
能源交易市场中产消参与的决策方法与更新策略
为了促进可再生能源的本地消费,激发灵活资源的调节潜力,提出了能源交易市场的概念。一些具有分布式资源或调节能力的用户转变为同时具有生产和消费属性的产消者。他们可以通过竞价交易能源来获得更多的利益。受信息和决策能力的限制,产消者不知道如何在个人偏好下充分利用自己的资源,实现利益最大化。本文提出了一种多目标分段报价和成交量分配方法,用于生产消费者的交易决策。它可以整合风险和回报,实现可用资源的充分部署。此外,针对不熟悉市场环境的产消者,设计了策略自动更新规则。这有利于帮助生产者进一步了解市场,调整策略,从而增加收益。最后,通过算例验证了所提方法的有效性。结果表明,该方法能够帮助产消者做出交易决策,调整交易策略,最终实现个人收入的增长。
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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