基于博弈的直流微电网纳什均衡二次控制

IF 5.4 2区 工程技术 Q2 ENERGY & FUELS IEEE Transactions on Energy Conversion Pub Date : 2025-01-22 DOI:10.1109/TEC.2025.3532758
Qi-Fan Yuan;Yan-Wu Wang;Xiao-Kang Liu;Kai-Yuan Guo
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引用次数: 0

摘要

电压调节和电流共享是设计直流微电网分布式控制策略的两个主要问题。然而,本地发电机的供电经济性也需要考虑。本文构建了一个基于博弈的框架,其中多个生成器作为参与者,二次控制信号作为博弈动作。提出了一种分布式二次控制算法,并引入了信息掩码,避免将真实控制信号传递给邻居。然后,设计了每台发电机的收益函数,该函数由电压调节误差、电流共享误差和本地发电成本组成。证明了所提出的二次控制算法结合支付函数,可以达到唯一的纳什均衡。从而使支付函数达到最小值,从而同时实现系统控制行为和局部经济运行的优化。通过数值模拟和实验验证了所提出的二次控制策略在不同情况下的有效性。
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Game-Based Secondary Control for DC Microgrids With Nash Equilibrium
Voltage regulation and current sharing are two major issues when designing distributed control strategies for DC microgrids. However, power supply economy of local generators also needs to be considered. In this paper, a game-based framework is constructed, where multiple generators are regarded as the participants with secondary control signals being the game actions. A distributed secondary control algorithm is proposed, while information mask is introduced to avoid transmitting true control signal to neighbors. Then, payoff function is designed for each generator, which is composed of voltage regulation error, current sharing error and the local generation cost. It is proved that under the proposed secondary control algorithm in conjunction with the payoff function, a unique Nash equilibrium can be reached. Consequently, the minimum of the payoff function can be achieved, where the optimization of system control behavior and local economic operation can be realized simultaneously. Numerical simulations and experimental tests are carried out to demonstrate the effectiveness of the proposed secondary control strategy within several scenarios.
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来源期刊
IEEE Transactions on Energy Conversion
IEEE Transactions on Energy Conversion 工程技术-工程:电子与电气
CiteScore
11.10
自引率
10.20%
发文量
230
审稿时长
4.2 months
期刊介绍: The IEEE Transactions on Energy Conversion includes in its venue the research, development, design, application, construction, installation, operation, analysis and control of electric power generating and energy storage equipment (along with conventional, cogeneration, nuclear, distributed or renewable sources, central station and grid connection). The scope also includes electromechanical energy conversion, electric machinery, devices, systems and facilities for the safe, reliable, and economic generation and utilization of electrical energy for general industrial, commercial, public, and domestic consumption of electrical energy.
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