Title :
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
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;
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
DOI :
10.1109/PEDES.2006.344288