Self-Tuning Fuzzy Logic Controller for a Dual Star Induction Machine

This paper proposes a simple but robust self-tuning fuzzy logic controller for the speed regulation of a dual star induction machine based on indirect field oriented control. For feed the two star of this machine, two voltage source inverters based on sinus-triangular pulse-width modulation techniques are introduced. The simulation results show the robustness and good performance of the proposed controller.

[1]  M. Masiala,et al.  Fuzzy Self-Tuning Speed Control of an Indirect Field-Oriented Control Induction Motor Drive , 2007, 2007 IEEE Industry Applications Annual Meeting.

[2]  Robin J. Evans,et al.  Adaptive field-oriented control of an IM using predictive control , 1990 .

[3]  Thomas M. Jahns,et al.  Improved Reliability in Solid-State AC Drives by Means of Multiple Independent Phase Drive Units , 1980, IEEE Transactions on Industry Applications.

[4]  Leopoldo García Franquelo,et al.  Speed control of induction motors using a novel fuzzy sliding-mode structure , 2002, IEEE Trans. Fuzzy Syst..

[5]  Leena Yliniemi,et al.  Development of a self-tuning fuzzy logic controller for a rotary dryer , 1999 .

[6]  Yi Wang.  Adaptive fuzzy logic controller with changeable universe of discourse using neural fuzzy networks , 2005, 2005 International Conference on Machine Learning and Cybernetics.

[7]  Rajani K. Mudi,et al.  A robust self-tuning scheme for PI- and PD-type fuzzy controllers , 1999, IEEE Trans. Fuzzy Syst..

[8]  M. Kadjoudj,et al.  Fuzzy adaptive approach to nonlinear systems control , 2001, IECON'01. 27th Annual Conference of the IEEE Industrial Electronics Society (Cat. No.37243).

[9]  Marcos J. Rider,et al.  Artificial neural networks for solving the power flow problem in electric power systems , 2002 .

[10]  Yifan Zhao,et al.  Space vector PWM control of dual three phase induction machine using vector space decomposition , 1994 .

[11]  Noureddine Golea,et al.  Fuzzy Rule - Based Model Reference Adaptive Control for PMSM Drives , 2007 .

[12]  E.M. Berkouk,et al.  Study and control of two two-level PWM rectifiers-clamping bridge-two three-level NPC VSI cascade. application to double stator induction machine , 2004, 2004 IEEE 35th Annual Power Electronics Specialists Conference (IEEE Cat. No.04CH37551).

[13]  Girish Kumar Singh,et al.  Multi-phase induction machine drive research—a survey , 2002 .

[14]  Girish Kumar Singh,et al.  A simple indirect field-oriented control scheme for multiphase induction machine , 2005, IEEE Transactions on Industrial Electronics.

[15]  E. A. Klingshirn,et al.  High Phase Order Induction Motors - Part I. Description and Theoretical Considerations , 1983, IEEE Power Engineering Review.

[16]  K. Oguchi,et al.  A novel six-phase inverter system with sixty-step output voltages for high-power motor drives , 1998, Conference Record of 1998 IEEE Industry Applications Conference. Thirty-Third IAS Annual Meeting (Cat. No.98CH36242).

[17]  A. Draou,et al.  Self-tuning fuzzy logic speed controller for induction motor drives , 2004, 2004 IEEE International Conference on Industrial Technology, 2004. IEEE ICIT '04..

[18]  Hak-Man Kim,et al.  A New Modified CNP for Autonomous Microgrid Operation Based on Multiagent System , 2011 .

[19]  Jihong Lee,et al.  On methods for improving performance of PI-type fuzzy logic controllers , 1993, IEEE Trans. Fuzzy Syst..