Title :
A fuzzy cross-coupled linear quadratic regulator for improving the contour accuracy of bi-axis machine tools
Author :
Fuh, Chyun-Chau ; Tsai, Hsun-Heng ; Huang, Chang-Cheng
Author_Institution :
Dept. of Mech. & Mechatron. Eng., Nat. Taiwan Ocean Univ., Keelung, Taiwan
Abstract :
This paper presents a control strategy consisting of a fuzzy cross-coupled linear quadratic regulator (FCCLQR) and a feedforward (FF) compensator to improve the contour accuracy of bi-axis machine tools. The linear quadratic penalty function applied in the proposed controller includes the contour error, the tracking error and the control effort over a finite future time window. The time-varying feedback gains are dependent on the trajectory commands and are obtained by the FCCLQR. The stability of the closed-loop system is verified using the Linear Matrix Inequality (LMI) technique. The feasibility and superiority of the proposed approach are demonstrated by tracking a heart-shaped trajectory using a biaxial machine tool.
Keywords :
closed loop systems; feedback; feedforward; fuzzy control; linear matrix inequalities; linear quadratic control; machine tools; stability; time-varying systems; biaxial machine tool; closed loop system; contour error; feedforward compensator; fuzzy cross coupled linear quadratic regulator; heart shaped trajectory; linear matrix inequality; linear quadratic penalty function; stability; time varying feedback gain; tracking error; trajectory command; Computer numerical control; Control systems; Error correction; Fuzzy control; Linear matrix inequalities; Machine tools; Machining; Motion control; Regulators; Stability analysis;
Conference_Titel :
Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3871-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2009.5400780