Neural Network Based DSTATCOM Controller for Three-phase, Three-wire System

Author

Singh, Bhim ; Adya, A. ; Mittal, A.P. ; Gupta, J.R.P.

Author_Institution

Dept. of Electr. Eng., Indian Inst. of Technol., New Delhi

fYear

2006

fDate

12-15 Dec. 2006

Firstpage

1

Lastpage

6

Abstract

This paper deals with the design, analysis and simulation of neural network based DSTATCOM controller. Conventional controllers being fixed structure provide optimum performance only over a limited range of operating conditions for which they are designed. Alternate controllers based on fuzzy logic and neural networks are more robust and can be designed to operate well under a wide range of operating conditions. This paper highlights the performance of artificial neural network (ANN) based DSTATCOM controller with respect to PI controllers.

Keywords

PI control; neurocontrollers; static VAr compensators; ANN; DSTATCOM controller; PI controllers; artificial neural network; fuzzy logic controller; three-phase three-wire system; Artificial neural networks; Control systems; Current control; Electrical equipment industry; Inverters; Load management; Neural networks; Power factor correction; Power quality; Voltage control; ANN controller; DSTATCOM; PI controller; power quality;

fLanguage

English

Publisher

ieee

Conference_Titel

Power Electronics, Drives and Energy Systems, 2006. PEDES '06. International Conference on

Conference_Location

New Delhi

Print_ISBN

0-7803-9772-X

Electronic_ISBN

0-7803-9772-X

Type

conf

DOI

10.1109/PEDES.2006.344288

Filename

4147995