Title :
Fuzzy PI+D tuning for permanent magnet linear synchronous motor
Author :
Wang, Li-ling ; Wang, Hong-rui
Author_Institution :
Coll. of Electron. & Inf. Eng., Hebei Univ., Baoding, China
Abstract :
This paper presents a fuzzy PI+D controller design for a direct drive motion control system actuated by permanent magnet linear synchronous motor (PMLSM). The employed Fuzzy PI+D is derived from the conventional continuous-time linear PI+D controller. The resulting controller is a discrete-time fuzzy version of the conventional PI+D controller. The proportional, integral and derivative gains are nonlinear functions of the input signals. The designed fuzzy PI+D controller is proposed to compensate for nonlinear friction, cogging effects, and external load disturbance and to reduce tracking errors based on an inverse model of the direct drive system. Computer simulation results have shown the fuzzy PI+D controller can achieve a high tracking accuracy as well as provide disturbance rejection and robustness.
Keywords :
continuous time systems; control system synthesis; fuzzy control; linear motors; machine control; permanent magnet motors; synchronous motors; three-term control; cogging effect; computer simulation; continuous-time linear controller; direct drive motion control system; discrete-time fuzzy controller; external load disturbance; fuzzy PI+D tuning controller design; nonlinear friction compensation; nonlinear function; permanent magnet linear synchronous motor; tracking error; Computer errors; Control systems; Error correction; Forging; Friction; Fuzzy control; Fuzzy systems; Motion control; Nonlinear control systems; Synchronous motors; Motion control; PID controller; Permanent magnet linear synchronous motor; fuzzy control system;
Conference_Titel :
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location :
Baoding
Print_ISBN :
978-1-4244-3702-3
Electronic_ISBN :
978-1-4244-3703-0
DOI :
10.1109/ICMLC.2009.5212356