Title :
Fuzzy modeling and position control of a traveling wave ultrasonic motor
Author :
Bazrafshan, Fazel ; Rasti, Behnood ; Mojallali, Hamed
Author_Institution :
Gonbad Branch, Dept. of Electr. Eng., Islamic Azad Univ., Gonbad Kavoos, Iran
Abstract :
The nonlinearities of ultrasonic motors (USMs) vary with driving condition and load-dependent characteristics such as the dead zone. Therefore, modeling and control of USMs are a difficult and challenging task. In this paper, the identification of the rotary traveling-wave type ultrasonic motor (RTWUSM) with dead-zone by means of Fuzzy Hammerstein model is proposed. The obtained model is used in model based predictive control. Simulation results not only show the good matching between the developed model and experimental measurements, but also indicate that the proposed modeling approach is useful for position control and disturbance rejection.
Keywords :
fuzzy control; machine control; position control; predictive control; ultrasonic motors; dead zone; disturbance rejection; fuzzy Hammerstein model; fuzzy modeling; load-dependent characteristics; position control; predictive control; rotary traveling-wave type ultrasonic motor; AC motors; Clocks; Frequency; Fuzzy control; Fuzzy sets; Nonlinear dynamical systems; Position control; Predictive control; Predictive models; Ultrasonic variables measurement; Fuzzy; Modeling; Ultrasonic Motor, Generalized Predictive Control;
Conference_Titel :
Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-5585-0
Electronic_ISBN :
978-1-4244-5586-7
DOI :
10.1109/ICCAE.2010.5451244