Title :
Fuzzy two-degrees-of-freedom speed controller for motor drives
Author :
Liaw, C.M. ; Cheng, S.Y.
Author_Institution :
Dept. of Electr. Eng., Nat. Tsing Hua Univ., Hsinchu, Taiwan
fDate :
4/1/1995 12:00:00 AM
Abstract :
A fuzzy two-degrees-of-freedom (2-DOF) controller and its application to the speed control of an induction motor drive are presented in this paper. The proposed controller is composed of two fuzzy controllers to obtain good tracking and regulating responses. Unlike the conventional fuzzy controller, the error between the outputs of a reference model and the controlled drive is used to drive the proposed fuzzy controller. The drive rotor speed response can closely follow the trajectory produced by the reference model, and good load speed regulating response can also be obtained simultaneously owing to the possession of two-degrees-of-freedom in structure. Moreover, these performances are rather insensitive to the operating condition changes. The dynamic signal analysis as well as the construction of fuzzy control algorithms are described in detail. Some simulated and measured results are provided to demonstrate the effectiveness of the proposed fuzzy controller
Keywords :
control system synthesis; controllers; fuzzy control; induction motor drives; machine control; velocity control; dynamic signal analysis; fuzzy speed controller; induction motor drive; load speed regulating response; reference model; regulating response; tracking response; two-degrees-of-freedom; Error correction; Fuzzy control; Induction motor drives; Induction motors; Motor drives; Pi control; Proportional control; Pulse width modulation inverters; Signal analysis; Velocity control;
Journal_Title :
Industrial Electronics, IEEE Transactions on