基于lmi的P-LPV/H∞控制结构和PCA算法的交流孤岛微电网主控制鲁棒增益整定

IF 2.6 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Fatemeh Zare-Mirakabad, Mohammad-Hosein Kazemi, Aref Doroudi
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引用次数: 0

摘要

为了解决交流孤岛微电网的频率调节问题,本文介绍了一种调整交流孤岛微电网主控制器增益的新方法。该方法基于H∞控制理论和主成分分析(PCA)算法,采用线性矩阵不等式(LMI)进行多面线性变参数(P-LPV)建模。目标是在考虑系统非线性和不确定性的情况下,对MG频率进行调节。为了获得最优的控制增益,该方法在系统的P-LPV建模中考虑了系统的所有不确定性。PCA算法减小了调度参数区域,通过求解基于H∞性能和稳定性成就的P-LPV模型上定义的相关lmi来计算最优控制增益。主要的控制增益被优化,以最小化最优和实际控制信号之间的误差。重要的是,所建议的方法保留了主控制的顺序和结构,使其适用于在数字硬件设备上实现。最后,在MATLAB/Simulink中进行了仿真,仿真结果验证了该方法在存在不确定性、干扰、非线性和动态变化情况下进行频率调节的正确性、有效性和高效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Robust Gain-Tuning of the Primary Control for AC Islanded Microgrids Using an LMI-Based P-LPV/H∞ Control Structure and PCA Algorithm

Robust Gain-Tuning of the Primary Control for AC Islanded Microgrids Using an LMI-Based P-LPV/H∞ Control Structure and PCA Algorithm

To address the issue of frequency regulation in AC-islanded microgrids (MGs), this paper introduces a novel approach for adjusting primary controller gains for AC-islanded MGs. The proposed approach uses the linear matrix inequality (LMI) for polytopic linear parameter varying (P-LPV) modelling based on the H control theory and principal component analysis (PCA) algorithm. The objective is to regulate the MG frequency while considering the nonlinearity and uncertainty of the system. To achieve optimal control gains, the method considers all the system uncertainties in a P-LPV modelling of the system. The PCA algorithm reduces the scheduling parameter region, and the optimal control gains are computed by solving the relevant LMIs defined on the obtained P-LPV model based on H∞ performance and stability achievement. The primary control gains are optimised to minimise the errors between the optimal and actual control signals. Importantly, the suggested method preserves the order and structure of the primary control, making it applicable to implement on digital hardware devices. In addition, the MG is simulated in MATLAB/Simulink, and the simulation results demonstrate the authenticity, effectiveness, and efficiency of the proposed process for MG frequency regulation in the presence of uncertainties, disturbances, nonlinearity, and dynamic changes in MGs.

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来源期刊
Iet Generation Transmission & Distribution
Iet Generation Transmission & Distribution 工程技术-工程:电子与电气
CiteScore
6.10
自引率
12.00%
发文量
301
审稿时长
5.4 months
期刊介绍: IET Generation, Transmission & Distribution is intended as a forum for the publication and discussion of current practice and future developments in electric power generation, transmission and distribution. Practical papers in which examples of good present practice can be described and disseminated are particularly sought. Papers of high technical merit relying on mathematical arguments and computation will be considered, but authors are asked to relegate, as far as possible, the details of analysis to an appendix. The scope of IET Generation, Transmission & Distribution includes the following: Design of transmission and distribution systems Operation and control of power generation Power system management, planning and economics Power system operation, protection and control Power system measurement and modelling Computer applications and computational intelligence in power flexible AC or DC transmission systems Special Issues. Current Call for papers: Next Generation of Synchrophasor-based Power System Monitoring, Operation and Control - https://digital-library.theiet.org/files/IET_GTD_CFP_NGSPSMOC.pdf
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