Simulation and control of AC/DC converter & induction machine speed using adaptive fuzzy controller

This paper investigates the application of fuzzy adaptive controller to the control of induction machine speed (AFCS) and the DC-link voltage of the AC/DC converter (AFCV). The proposed controller consists of two parts: the first one, is the classical fuzzy logic controller constituted by fuzzy If-Then rules, whose inputs are the speed or voltage error, and the change of speed or voltage error, and its output is the reference torque or current . The second part is the adaptation mechanism, which adjusts the output gain of the Fuzzy controller. The gain must be adapted at every situation of the system as a function of the error and its variation. We study the robustness of the controller using simulation results for different operating modes and parameters variation.

[1]  Gil D. Marques,et al.  An instantaneous active and reactive current component method for active filters , 2000 .

[2]  Thomas A. Lipo,et al.  Motion control with induction motors , 1994 .

[3]  Y.F. Li,et al.  Development of fuzzy algorithms for servo systems , 1989, IEEE Control Systems Magazine.

[4]  Stefanos N. Manias,et al.  Nonlinear control technique for three-phase boost AC/DC power converter , 2003, IEEE 34th Annual Conference on Power Electronics Specialist, 2003. PESC '03..

[5]  Chang-Ming Liaw,et al.  A fuzzy adapted field-oriented mechanism for induction motor drive , 1996 .

[6]  C C Lee,et al.  FUZZY LOGIC IN CONTROL SYSTEM FUZZY LOGIC CONTROLLER-PART II , 1990 .

[7]  Chuen-Chien Lee FUZZY LOGIC CONTROL SYSTEMS: FUZZY LOGIC CONTROLLER - PART I , 1990 .

[8]  David J. Perreault,et al.  Regulation and compensation of source harmonics for the boost converter-based power factor precompensator , 2001, 2001 IEEE 32nd Annual Power Electronics Specialists Conference (IEEE Cat. No.01CH37230).

[9]  Jean-Michel Dion,et al.  Applied nonlinear control of an induction motor using digital signal processing , 1994, IEEE Trans. Control. Syst. Technol..

[10]  D. S. Zinger,et al.  Fuzzy controller for inverter fed induction machines , 1992, Conference Record of the 1992 IEEE Industry Applications Society Annual Meeting.