Decentralized, agent-mediated participation of flexible thermal loads in electricity markets

D. Papadaskalopoulos, P. Mancarella, G. Strbac
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引用次数: 11

Abstract

Decentralization of market architecture, accurate expression of demand flexibility in the bidding process and minimum engagement from human users constitute major challenges towards the achievement of direct participation of the demand side in electricity markets. An approach to deal with these challenges in an integrated fashion is proposed in this paper. A decentralized pool market mechanism capturing the inter-temporal character of demand flexibility in the market clearing process, reducing the computational and communication requirements and respecting the consumers' privacy concerns is developed, based on decomposition principles and an original price update algorithm. Automated participation of the demand side in this decentralized market and encapsulation of its complex, inter-temporal characteristics in the bidding process is achieved through an agent-mediated scheme. Electro-thermal loads with electric heat pump systems and different flexibility scenarios (also including thermal storage deployment) have been used in order to exemplify this scheme and benefits emerging from their market participation are quantified and analyzed.
电力市场中柔性热负荷的分散、代理中介参与
市场架构的分散化、投标过程中需求灵活性的准确表达以及人类用户的最小参与构成了实现需求方直接参与电力市场的主要挑战。本文提出了一种以综合方式应对这些挑战的方法。基于分解原则和原始的价格更新算法,开发了一种分散的池市场机制,该机制捕捉了市场清算过程中需求灵活性的跨时间特征,减少了计算和通信需求,并尊重了消费者的隐私问题。在这个分散的市场中,需求方的自动参与以及在投标过程中对其复杂的跨时间特征的封装是通过代理中介方案实现的。采用电热泵系统的电热负荷和不同的灵活性方案(也包括蓄热部署)来举例说明该方案,并对其市场参与产生的效益进行了量化和分析。
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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