Design of the electricity market monitoring system

C. Gao, E. Bompard, R. Napoli, J. Zhou
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引用次数: 9

Abstract

Due to the extreme importance of the power system, the operation of the electricity market has drawn much concern. The introduction of the electricity market aims to improve the efficiency, but meanwhile has brought many new problems, which cannot be found in the traditional monopoly system. Especially, in the economy aspect, power system has to face market risk other than the physical security problem. To find proper measures for market realization and adjustment, the authority should examine them carefully before their implementation. An electricity market monitoring system, which on one hand provides the references for market participants making strategic decisions and on the other hand is able to evaluate the impacts of specific measures or market context variation, is presented in this paper to help the regulator make decisions on market policy and the market participants foresee the market evolution. The monitoring system consists of two units, one is the market simulator, which detailed models the interaction between the market players by game theory and multi-agent system; the other is price forecast, which interprets the market evolution by mathematical or artificial intelligence approaches to foresee the prices. The two units cooperatively build a monitoring system for predicting the future market scenarios in different respects. Results of the numerical examples applying the preliminary monitoring system are presented and illustrated.
电力市场监控系统的设计
由于电力系统的极端重要性,电力市场的运行备受关注。电力市场的引入是为了提高效率,但同时也带来了许多传统垄断体制所没有的新问题。特别是在经济方面,电力系统除了面临物理安全问题外,还面临着市场风险。为了找到合适的市场实现和调整措施,主管部门在实施之前应该仔细审查。本文提出了一个电力市场监测系统,该系统一方面为市场参与者制定战略决策提供参考,另一方面能够评估具体措施或市场环境变化的影响,以帮助监管机构制定市场政策决策,并帮助市场参与者预测市场演变。监控系统由两个部分组成,一个是市场模拟器,利用博弈论和多智能体系统对市场参与者之间的互动进行了详细的建模;另一种是价格预测,它通过数学或人工智能方法来预测价格,从而解释市场的演变。两家单位合作建立了一个监测系统,从不同方面预测未来的市场情景。给出了初步监测系统的数值算例应用结果,并进行了说明。
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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