基于扰动观测器增强PI控制器的粒子群优化互联电力系统负荷频率控制

Edgar T. Zapanta, R. Santiago
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引用次数: 1

摘要

负荷频率控制是电力系统运行控制中的一个重要控制问题。负荷频率控制的主要目的是在负荷变化或扰动时将电力系统频率保持在标称值,并将电力系统联络线之间的净功率交换控制在预定的限值内。一种常用的负荷频率控制方法是线性二次型调节器(LQR)反馈控制器。然而,并非所有的状态变量都是可用的和可测量的,这限制了LQR控制器的应用。因此,提出了一种基于扰动观测器的控制器,利用可用的测量值来估计状态变量。采用粒子群算法优化观测器-控制器增益。该控制器已在一个著名且广泛使用的电力系统测试用例中得到验证,该测试用例是Kundur的两区4机11总线电力系统和10机IEEE 39总线电力系统,该系统在Matlab®和Simulink®中实现,在不同的故障条件和负载干扰下。此外,仿真结果表明,在频率最低点最小的情况下,频率控制回路稳定速度更快,证明了该控制器在互联电力系统中的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Load Frequency Control of Interconnected Power System Using Particle Swarm Optimization Based Disturbance Observer-Enhanced PI Controller
Load frequency control is a vital control problem in power system operation and control. The primary purpose of load frequency control is to keep power system frequency at a nominal value and control net power interchange between power system tie-lines at predetermined limits during load variations or disturbances. One common proposed control method for load frequency control is the linear quadratic regulator (LQR) feedback controller. However, all the state variables may not always be available and measurable, limiting the application of the LQR controller. Therefore, A disturbance observer-based controller is proposed to estimate the state variables using the available measurements. The observer-controller gains are optimized by particle swarm optimization. The proposed controller has been validated in a well-known and widely used power system test case, Kundur's two-area 4-machine 11-bus power system and 10-machine IEEE 39-bus power system implemented in Matlab® and Simulink®, under different faulted conditions, and load disturbances. Furthermore, simulation results produced faster frequency control loop stabilization with minimal frequency nadir, which proved the effectiveness of the proposed controller in an interconnected power system.
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