基于摄动分析的电力市场研究与调查仿真方法

Xiaohu Wu, Xinyong Wang, W. Lin, R. Wang, X. Fan
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引用次数: 0

摘要

可再生能源分布式发电的蓬勃发展给电力系统运营商带来了运营和市场方面的挑战,如灵活性不足、电价波动、市场流动性风险,甚至运营失败。许多SO发布了公开的市场数据,为市场参与者调查先进能源部署、政策和监管配置的采购机会做好准备。本文提出了一种基于摄动分析的市场参与者行为建模与仿真方法,以有效地研究战略行为对电力市场效率的影响。设计了一种监督控制器式的电力市场仿真体系结构,对电力市场参与者的行为进行观察、预测和控制,使仿真过程闭环。一个案例研究表明了该方法在调查市场参与者行为方面的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Perturbation Analysis Based Simulation Approach for Electricity Market Research and Investigation
The booming of renewable distributed generations challenges Power System Operators (SO) with operational and market aspects such as flexibility shortages, electricity price volatility, market liquidity risk, and even operation failures. Many SO released public market data, which prepare market players to investigate the procurement opportunities for advanced energy deployment, policies, and regulatory configurations. A further step for an SO to take is more meaningful to promote market efficiencies, We propose a Perturbation Analysis-based market player behavior modeling and simulation approach to effectively study the impacts of strategic behaviors on the electricity market efficiency. A supervisory controller style electricity market simulation architecture is designed to observe, predict and control behaviors of the electricity market players, which makes the simulation process closed-loop. A case study shows the effectiveness of the proposed approach in investigating market players’ behaviors.
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