A high performance full fuzzy controller for induction machine drives

This paper presents a full fuzzy controller for high performance induction motor drive applications. A direct fuzzy scheme in the speed feedback loop quickly generates the appropriate command currents corresponding to any speed discrepancy. A deadbeat fuzzy scheme in the current feedback loop then instantly forces the actual current to track the command current. Computer simulation and experimental results of an induction motor drive show that the full fuzzy controller has excellent performance with simple implementation.

[1]  Faa-Jeng Lin,et al.  Reference model selection and adaptive control for induction motor drives , 1993 .

[2]  Toshihiko Noguchi,et al.  A New Quick-Response and High-Efficiency Control Strategy of an Induction Motor , 1986, IEEE Transactions on Industry Applications.

[3]  Ying-Yu Tzou.  Fuzzy-tuning current-vector control of a 3-phase PWM inverter , 1995, Proceedings of PESC '95 - Power Electronics Specialist Conference.

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

[5]  H. Le-Huy,et al.  High-performance control by input-output linearization technique of an induction motor , 1996, IAS '96. Conference Record of the 1996 IEEE Industry Applications Conference Thirty-First IAS Annual Meeting.

[6]  Longya Xu,et al.  An effective deadbeat fuzzy algorithm for current regulation in stationary reference frame , 1996, Power Electronics in Transportation.

[7]  P. Viarouge,et al.  Analysis and implementation of a real-time predictive current controller for permanent-magnet synchronous servo drives , 1991 .

[8]  Robert D. Lorenz,et al.  Performance of Feedforward Current Regulators for Field-Oriented Induction Machine Controllers , 1987, IEEE Transactions on Industry Applications.

[9]  Longya Xu,et al.  A comparison study of three fuzzy schemes for indirect vector control of induction machine drives , 1996, IAS '96. Conference Record of the 1996 IEEE Industry Applications Conference Thirty-First IAS Annual Meeting.