Sensorless speed control of the switched reluctance motor using extended Kalman filter

It is important to use non position sensor controlling strategy to improve the performance of switched reluctance drive system. A novel method that estimates the speed and rotor of switched reluctance motor using extended Kalman filter is introduced. By the algorithm and method, the non position sensor controlling strategy of switched reluctance motor is realized. The simulated results show that the method has better forecast, emendation, as well as precise track of position and speed of switched reluctance motor. In addition, the method can solve the problem of system parameter variation and system interfere, and measure the effect of observed interfere.

[1]  H. Zelaya De La Parra,et al.  Position sensorless operation of a switched reluctance drive based on observer , 2002 .

[2]  W. F. Ray,et al.  Sensorless methods for determining the rotor position of switched reluctance motors , 2002 .

[3]  Huang Shoudao THE FIELD-ORIENTED CONTROL FOR SPEED-SENSORLESS INDUCTION MOTOR DRIVE BASED ON RECURRENT FUZZY NEURAL NETWORK , 2004 .

[4]  Shi Ting-na IDENTIFICATION AND MODEL REFERENCE ADAPTIVE CONTROL FOR ULTRASONIC MOTOR BASED ON RBF NEURAL NETWORK , 2004 .

[5]  M. Nørgaard,et al.  Advances in Derivative-Free State Estimation for Nonlinear Systems , 1998 .

[6]  Guo Pei-jian POSITION SENSORLESS CONTROL FOR SWITCHED RELUCTANCE MOTORS USING NEURAL NETWORK , 2005 .

[7]  Ronnie Belmans,et al.  Sensorless control of a permanent magnet synchronous motor for PV-powered water pump systems using the extended Kalman filter , 1999, IEMDC 1999.

[8]  Jeffrey H. Lang,et al.  State observers for variable-reluctance motors , 1990 .

[9]  Erkan Mese,et al.  An approach for sensorless position estimation for switched reluctance motors using artifical neural networks , 2002 .

[10]  Guanrong Chen,et al.  Kalman Filtering with Real-time Applications , 1987 .

[11]  Mehrdad Ehsani,et al.  Inductance based position encoding for sensorless SRM drives , 1999, 30th Annual IEEE Power Electronics Specialists Conference. Record. (Cat. No.99CH36321).

[12]  S. Balamurugan,et al.  Accurate rotor position estimation for switched reluctance motor using ANFIS , 2003, TENCON 2003. Conference on Convergent Technologies for Asia-Pacific Region.

[13]  Bin Wu,et al.  Sensorless control of permanent magnet synchronous motor using extended Kalman filter , 2004, Canadian Conference on Electrical and Computer Engineering 2004 (IEEE Cat. No.04CH37513).