首页|基于多智能体一致性的微电网控制技术研究

基于多智能体一致性的微电网控制技术研究

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近年来,随着绿色能源的快速发展,微电网控制问题受到了广泛关注.微电网与多智能体系统有着诸多的相似之处,多智能体系统的一致性控制问题可应用于微电网的控制中.通过对微电网的工作原理及多智能体一致性算法深入分析,将多智能体系统的一致性控制与微电网控制相结合,设计了一种微电网有功功率分配快速收敛的一致性控制协议,给出了实现一致性收敛的相关定义要求和推导过程.最后,以一个微电网为仿真对象,对控制协议进行仿真试验,通过仿真结果可以看出,有功功率收敛到一致,验证了 一致性控制协议的有效性.通过与经典的一致性控制协议进行对比,其收敛速度有效提高,体现了该设计的优势.
Research on Microgrid Control Technology Based on Multi-agent Consensus
In recent years,with the rapid development of green energy,the control of microgrids has received widespread attention.Microgrids have many similarities with multi-agent systems,and the consistency control problem of multi-agent systems can be applied to the control of microgrids.Through in-depth analysis of the working principle of microgrids and multi-agent consensus algorithms,a consensus control protocol for fast convergence of active power allocation in microgrids is designed by combining consensus control of multi-agent systems with microgrid control.The relevant definition requirements and derivation process for achieving consensus convergence are provided.Finally,a microgrid was used as the simulation object to conduct simulation experiments on the control protocol.The simulation results showed that the active power converged to consistency,verifying the effectiveness of the consistency control protocol.By comparing with classic consistency control protocols,its convergence speed is effectively improved,reflecting the advantages of this design.

microgridmulti-agent systemsconsistencyControl protocolactive power distribution

姜华、王红全、路赵、韩林、邢小琛、田园、冯轩

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乌兰察布供电公司,内蒙古,乌兰察布 012000

微电网 多智能体系统 一致性 控制协议 有功功率分配

2024

电力大数据
贵州电力试验研究院 贵州省电机工程学会

电力大数据

影响因子:0.047
ISSN:2096-4633
年,卷(期):2024.27(6)
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