Title :
Adaptive Filtered-X LMS algorithm for active vibration control on micron positioning stage
Author :
Yun-Hui Liu ; Hong-Jen Lee
Author_Institution :
Dept. of Mech. Eng., Southern Taiwan Univ. of Sci. & Technol., Tainan, Taiwan
Abstract :
The objective of this study is to develop an active vibration control (AVC) system to suppress the relative displacement between lens set and granite platform using a micron positioning stage, installed between lens set and gantry. This control system applies Filtered-X LMS adaptive algorithm as the controller, and uses the vibration signal measured by accelerometer as input signal to generate a control signal that drives piezoelectric actuator to produce anti-force to suppress vibration of the micron positioning stage. The goal of this study is to reduce 50% amplitude of the horizontally relative displacement between the lens set and granite platform under a frequency range of 1 ~ 10Hz. Through the experiments of active control, it was verified that the vibration of stage is effectively decreased to 2 ~ 4μm from 12 ~ 20μm after control under the proposed frequency range.
Keywords :
accelerometers; adaptive control; least mean squares methods; maintenance engineering; mineral processing; piezoelectric actuators; production equipment; signal processing; vibration isolation; vibration measurement; AVC system; accelerometer; active vibration control; adaptive filtered-X LMS algorithm; anti-force production; array repair machine; control signal generation; frequency 1 Hz to 10 Hz; granite platform; least mean square algorithm; lens set; micron positioning stage; piezoelectric actuator; vibration signal measurement; vibration suppression; Actuators; Adaptive control; Filtering algorithms; Finite impulse response filter; Frequency control; Lenses; Vibrations; Filtered-X LMS adaptive algorithm; active control; micron positioning stage; piezoelectric actuator;
Conference_Titel :
Control, Automation and Information Sciences (ICCAIS), 2012 International Conference on
Conference_Location :
Ho Chi Minh City
Print_ISBN :
978-1-4673-0812-0
DOI :
10.1109/ICCAIS.2012.6466621