基于AIS的多区域电力系统LQR参数优化选择

M. Abdillah, H. Setiadi, Adelhard Beni Reihara, K. Mahmoud, I. Farid, A. Soeprijanto
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引用次数: 17

摘要

提出了一种利用人工免疫系统(AIS)克隆选择优化线性二次型调节器(LQR)参数的方法。本文使用的LQR参数为加权矩阵Q和r。负载频率控制(LFC)的最优LQR控制作为分散控制方案安装在每个区域。该控制设计的目的是在电网负荷发生意外变化时自动改善LFC的动态性能。负载的变化需要0.01 p.u作为扰动应用于区域1的LFC。该方法保证了整个闭环系统的稳定性。仿真结果表明,该方法可以减少系统的超调量,并将时间响应压缩到稳态,优于试错法(TEM),且不需要最优LQR控制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal selection of LQR parameter using AIS for LFC in a multi-area power system
This paper proposes a method to optimize the parameter of the linear quadratic regulator (LQR) using artificial immune system (AIS) via clonal selection. The parameters of LQR utilized in this paper are the weighting matrices Q and R. The optimal LQR control for load frequency control (LFC) is installed on each area as a decentralized control scheme. The aim of this control design is to improve the dynamic performance of LFC automatically when unexpected load change occurred on power system network. The change of load demands 0.01 p.u used as a disturbance is applied to LFC in Area 1. The proposed method guarantees the stability of the overall closed-loop system. The simulation result shows that the proposed method can reduce the overshoot of the system and compress the time response to steady-state which is better compared to trial error method (TEM) and without optimal LQR control.
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CiteScore
0.70
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发文量
10
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