微电网均衡时能源交易策略的博弈论模型

M. Faqiry, Rupam Kundu, R. Mukherjee, Sanjoy Das, A. Pahwa
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引用次数: 15

摘要

本文模拟并分析了当发电仅限于可再生资源(如光伏板)时,孤岛微电网的电能消费和交易模式。以电网的生产者和消费者为主体,考察了孤岛期两种情景对主体效用和社会福利的影响:(1)固定电价交易;(二)浮动价格交易。为了反映现实世界的行为,通过进化优化即遗传算法(GA)建立了用户(agent)行为的纳什均衡(NE),使每个用户的个人效用最大化。用户效用既考虑贸易收入,也考虑能源消耗带来的货币等价物。后者是充分推广的,因为它包含了固定负载,其效用曲线被建模为饱和非线性,以及离散的可移动负载,可以在隔离期间的任何时间间隔进行调度。本研究的仿真结果有望对未来配电系统的设计产生广泛的影响。
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Game theoretic model of energy trading strategies at equilibrium in microgrids
This paper models and analyzes the consumption and trading patterns of electrical energy in islanded microgrids when the generation is restricted to renewable resources such as photovoltaic (PV) panels. With the producers and consumers of the grid represented as agents, the impact of the following two scenarios on the agents' utilities as well as the social welfare are investigated during the islanded period: (i) trading with fixed price; (ii) trading with variable price. In order to reflect real-world behavior, Nash equilibrium (NE) in user (agent) behavior is established by means of evolutionary optimization i.e. Genetic Algorithm (GA), such that each user maximizes its individual utility. The users' utilities consider both income from trade as well as the monetary equivalent of satisfaction derived from energy consumption. The latter is sufficiently generalized as it incorporates fixed loads whose utility curves are modeled as saturating nonlinearities, as well as discrete shiftable loads that can be scheduled over any time interval during the isolation period. Simulation results of this study are expected to have widespread ramifications in designing the future distribution systems.
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