Intelligent Controller for UPQC Using Combined Neural Network  

作　　者：Ragavan Saravanan Subramanian Manoharan Ragavan Saravanan;Subramanian Manoharan(Christian College of Engineering and Technology Oddachatram, Tamilnadu, India;Thiagarajar College of Engineering Madurai, Tamil Nadu, India)

机构地区：[1]Christian College of Engineering and Technology Oddachatram, Tamilnadu, India [2]Thiagarajar College of Engineering Madurai, Tamil Nadu, India

出　　处：《Circuits and Systems》2016年第6期680-691,共12页电路与系统（英文）

摘　　要：The Unified Power Quality Conditioner (UPQC) plays an important role in the constrained delivery of electrical power from the source to an isolated pool of load or from a source to the grid. The proposed system can compensate voltage sag/swell, reactive power compensation and harmonics in the linear and nonlinear loads. In this work, the off line drained data from conventional fuzzy logic controller. A novel control system with a Combined Neural Network (CNN) is used instead of the traditionally four fuzzy logic controllers. The performance of combined neural network controller compared with Proportional Integral (PI) controller and Fuzzy Logic Controller (FLC). The system performance is also verified experimentally.The Unified Power Quality Conditioner (UPQC) plays an important role in the constrained delivery of electrical power from the source to an isolated pool of load or from a source to the grid. The proposed system can compensate voltage sag/swell, reactive power compensation and harmonics in the linear and nonlinear loads. In this work, the off line drained data from conventional fuzzy logic controller. A novel control system with a Combined Neural Network (CNN) is used instead of the traditionally four fuzzy logic controllers. The performance of combined neural network controller compared with Proportional Integral (PI) controller and Fuzzy Logic Controller (FLC). The system performance is also verified experimentally.

关 键 词：Unified Power Quality Conditioner (UPQC) Combined Neural Network (CNN) Controller Fuzzy Logic Controller (FLC) Total Harmonic Distortion (THD) 

分 类 号：TM7[电气工程—电力系统及自动化]