Title :
ANFIS based soft-starting and speed control of AC voltage controller fed induction motor
Author_Institution :
Electr. Eng. Dept., AMU, Aligarh
Abstract :
An intelligent AC voltage controller is proposed for the control of induction motor. It controls the motor speed by adjusting the firing angles of the thyristors. Adaptive network fuzzy inference system (ANFIS) based controller was designed for open-loop sensor less control. The results obtained were satisfactory and promising. In addition to simplicity, stability, and high accuracy such controller gives soft starting. It is suitable to control induction motor as a soft starter and speed adjustment in compressors, blowers, fans, pumps, and many other applications
Keywords :
adaptive control; angular velocity control; electric machine analysis computing; fuzzy control; fuzzy reasoning; induction motors; intelligent control; machine control; neurocontrollers; open loop systems; starting; thyristors; voltage control; AC voltage controller; ANFIS; adaptive neuro fuzzy inference system; blowers; compressors; fans; induction motor; intelligent controller; open-loop sensor less control; pumps; soft-starting; speed control; thyristor firing angle; Adaptive control; Adaptive systems; Control systems; Induction motors; Intelligent sensors; Open loop systems; Programmable control; Thyristors; Velocity control; Voltage control;
Conference_Titel :
Power India Conference, 2006 IEEE
Conference_Location :
New Delhi
Print_ISBN :
0-7803-9525-5
DOI :
10.1109/POWERI.2006.1632611
