基于游戏的动态能源市场反馈控制设计

Yingzhe Jia;Yiliang Li;Wei Qiu;Long Chen;Kaiqi Sun;Yuying Zhang;Heung-Wing Joseph Lee;Jun-e Feng;Vladimir Terzija
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引用次数: 0

摘要

在现代电网中,能源市场发展迅速,多种能源并网交易日益增多。因此,研究能源市场中各主体之间的相互作用行为(如博弈论)成为正确分析和规范能源市场的主流。然而,现有的研究大多集中在静态博弈的均衡分析上,而对于动态博弈的反馈控制设计,特别是当系统动力学在扰动下发生变化时,研究较少。本文利用矩阵的半张量积,提出了一种新的基于博弈的反馈控制设计方法。首先考虑能源市场中各主体之间的决策逻辑和交互关系,导出了动态博弈的状态空间方程。然后,提出了一组新的数学推导来实现对某些代理的控制,使得能源市场的价格可以在随机变化的状态和潜在干扰下进行调节。最后,利用所提出的基于STP博弈控制的模拟能源市场进行了演示,并对结果进行了讨论,验证了所提出方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Game-Based Feedback Control Design Toward Dynamic Energy Market
In the modern power grids, the energy market has been developing rapidly, along with the growth of multi-energy combined tradings. Consequently, studies of interactions behaviours between various agents (e.g., game theory) in the energy market becomes prevalent to properly analyze and regulate the energy market. However, most of existing works have been focusing on the equilibria analysis of static games, and little works have been done regarding designing feedback control on dynamic games, particularly when the system dynamics changes under disturbances. In this paper, a novel game-based feedback control design method is proposed using semi-tensor product (STP) of matrices. The state-space equations of the dynamic game is firstly derived considering the decision logics and interactive correlations between various agents in the energy market. Then, a novel set of mathematical derivations has been proposed to implement control on some agents such that the price of the energy market can be regulated despite of randomly changing states and potential disturbances to the decision making. Finally, a simulated energy market using the proposed STP game-based control is demonstrated, where the results are discussed and the effectiveness of the proposed method is validated.
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