基于蚁狮优化的误差调节器增益调整的DVR组合变步长LMS

T. Naidu, S. Arya, R. Maurya, Bhim Singh, A. Al‐Durra
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引用次数: 2

摘要

本文采用可变步长最小均方(CVSSLMS)和优化PI(比例积分)调节器相结合的控制算法增强了动态电压恢复器(DVR)的性能。采用DVR对配电网进行补偿时,考虑了配电网中电压凹陷、膨胀、不平衡、畸变等多种电压扰动。CVSSLMS结合了归一化LMS (NLMS)和LMS算法的特点,如有效的瞬态响应和减少的稳态误差。在算法内部结构中,采用PI控制器作为误差调节器,通过误差最小化技术对直流和交流母线电压进行调节。PI控制器的增益通过一种被称为蚁狮优化(ALO)算法的优化算法进行调整。ALO的附加特征是避免了局部最优。利用该控制算法,利用MATLAB/Simulink模型对三相DVR在上述干扰下的性能进行了仿真。并利用无标度QorlQ P5020制造的DSP (Micro Lab Box)在三相配电网中进行了实验测试。可以看出,在这两种情况下,性能均满足IEEE-519-2014标准的要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Combined Variable Step Size LMS for DVR with Error Regulator Gain Tuning Through Ant-Lion Optimization
In this paper, the dynamic voltage restorer (DVR) performance is enhanced with the combined variable step-size least mean square (CVSSLMS) and optimized PI (Proportional-Integral) regulators-based control algorithm. Multiple voltage disturbances in distribution network like voltage sag, swell, voltage imbalance, and distortions are taken into consideration for compensation using DVR. The CVSSLMS has the combined features of both Normalized LMS (NLMS) and LMS algorithms such as effective transient response and reduced steady state error, respectively. In internal structure of algorithm, PI controllers are used as error regulator to regulate dc and ac bus voltages through error minimization technique. The PI controller gains are tuned through an optimization algorithm named as ant-lion optimization (ALO) algorithm. The added feature of ALO is the avoidance of local optimum. With this control algorithm, the performance of three phase DVR is simulated for the aforesaid disturbances using MATLAB/Simulink model. It is also experimentally tested using DSP (Micro Lab Box, made by Free scale QorlQ P5020) in three phase distribution networks. It is observed that, in both cases, the performance has met the requirement according to the IEEE-519-2014 standard.
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