电工技术学报2012,Vol.27Issue(4):123-130,8.
一种基于延时补偿的电流跟踪控制新方法
A Novel Current Tracking Control Method Based on Delay Compensation
摘要
Abstract
This paper proposes a novel current tracking control scheme,which is based on π compensation Smith predictor and neural network with a modified weight algorithm.The introduction of π compensation Smith predictor has some advantages,such as effectively eliminating system delay,improving system stability and response speed.The neural network is used for optimizing PI controller parameters and then improving control system precision.Meanwhile,obtaining the relation of π compensation Smith predictor parameters and PI controller parameters by ITAE criterion(Integrated Time Absolute Error criterion),which can be utilized to get parameters estimation of two controllers,that avoids the case of separately identifying two controller parameters,and reduces the sensitive dependence on the grid parameters of two controllers.When the loads change,the best parameters of controller can be obtained by improved weights algorithm of neural network.Simulation and experimental results verify the effectiveness of proposed method.关键词
滤波器/延时/粒子群算法/π补偿预估器/神经网络Key words
Active power filter/time delay/particle swarm optimization/π compensation predictor/neural network分类
信息技术与安全科学引用本文复制引用
吴敬兵,罗安,杨晓峰,方璐,马伏军,徐先勇,杨翠翠..一种基于延时补偿的电流跟踪控制新方法[J].电工技术学报,2012,27(4):123-130,8.基金项目
国家自然科学基金 ()
国家973计划(2009CB219706)资助项目 ()