Title :
Hysteresis compensation for piezoelectric actuator based on adaptive inverse control
Author :
Sun, Lining ; Ru, Changhai ; Rong, Weibin
Author_Institution :
Robot Res. Inst., Harbin Inst. of Technol., China
Abstract :
Hysteresis hinders the wider applicability of smart materials in actuators. An adaptive inverse control approach based on the so-called Prandtle-Ishlinskii hysteresis operator is presented for reducing hysteresis. The weights of the model are identified by using LMS algorithm. The realization of an inverse feedforward controller for the linearization of a piezoelectric actuator is formulated. The method was applied to a micropositioning system driven by the PZT. In comparison to the conventionally open-loop control, the non-linearity error of applying adaptive inverse control is lowered from about 17.3 to about 2%.
Keywords :
adaptive control; compensation; control nonlinearities; dielectric hysteresis; feedforward; intelligent materials; least mean squares methods; linearisation techniques; micropositioning; piezoelectric actuators; LMS algorithm; adaptive inverse control; hysteresis compensation; inverse feedforward control; micropositioning system; piezoelectric actuator; smart materials; Adaptive algorithm; Adaptive control; Hysteresis; Intelligent actuators; Inverse problems; Least squares approximation; Open loop systems; Piezoelectric actuators; Programmable control; Sun;
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
DOI :
10.1109/WCICA.2004.1343676