Title :
Internal Model Control for Shape Memory Alloy Actuators using Fuzzy Based preisach Model
Author :
Kha, Nguyen Bao ; Ahn, Kyoung Kwan ; Yum, Young Jin ; Rahman, Shah Md Mahfuzur ; Son, Jin Hyuk
Author_Institution :
Ulsan Univ., Ulsan
Abstract :
This paper investigates a possible application of Preisach model to control Shape Memory Alloy (SMA) actuators using an internal model control strategy. The developed strategy consists in including the Preisach hysteresis model of SMA actuator and the inverse Preisach model within the control structure. In this work, an extrema input hystory and a fuzzy inference is utilized to replace the classical Preisach model. This allows to reduce a large amount of experimental parameters and computation time of the classical Preisach model. To demonstrate the effectiveness of the proposed controller in improving control performance and hysteresis compensation of SMA actuators, experimental results from real time control are presented.
Keywords :
actuators; compensation; fuzzy control; inference mechanisms; Preisach hysteresis model; extrema input hystory; fuzzy based Preisach model; fuzzy inference; hysteresis compensation; internal model control; inverse Preisach model; shape memory alloy actuator control; Actuators; Automation; Decision support systems; Fiber reinforced plastics; Fuzzy control; Mechatronics; Shape control; Shape memory alloys; Compensation; Hysteresis; Internal model control; Preisach model; SMA;
Conference_Titel :
Mechatronics and Automation, 2007. ICMA 2007. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-0828-3
Electronic_ISBN :
978-1-4244-0828-3
DOI :
10.1109/ICMA.2007.4303962