Title :
Speed control of a Digital Servo System using parallel distributed compensation controller and Neural Adaptive controller
Author :
Dashti, Zohreh Alzahra Sanai ; Gholami, M. ; Jafari, Mohsen ; Shoorehdeli, Mahdi Aliyari ; Teshnehlab, Mohammad
Author_Institution :
Dept. of Electr. Eng., Islamic Azad Univ., Qazvin, Iran
Abstract :
This study applies technique PDC (parallel distributed compensation) for speed control of a Digital Servo System. PDC method is based on nonlinear Takagi-Sugeno (T-S) fuzzy model. Also in this study Neural Adaptive is used for velocity control and identification of a Digital Servo System. It is shown that these techniques can be successfully used to stabilize any chosen operating point of the system. All derived results are validated by experimental and computer simulation. The controllers which introduced have big range for control the system. We compare PDC controller with Neural Adaptive controller results and PID controller.
Keywords :
adaptive control; angular velocity control; compensation; distributed control; fuzzy control; neurocontrollers; nonlinear control systems; servomotors; PDC controller; T-S fuzzy model; digital servo system; neural adaptive controller; nonlinear Takagi-Sugeno fuzzy model; parallel distributed compensation controller; speed control; velocity control; Digital Servo System; PDC; Parallel Distributed Compensation;
Conference_Titel :
Fuzzy Systems (IFSC), 2013 13th Iranian Conference on
Conference_Location :
Qazvin
Print_ISBN :
978-1-4799-1227-8
DOI :
10.1109/IFSC.2013.6675670