MRAS based Speed identification and online updating of rotor time constant for sensorless field oriented controlled induction motor

To improve the performance of a sensorless indirect field oriented control of induction drive a speed estimation method insensitive to machines parameters using model reference adaptive system (MRAS) along with online identification of rotor time constant is proposed. Proposed speed identification method uses reactive power as tuning signal for estimating the speed. In conventional MRAS methods, reference and adaptive model suffer from the integral problem and are sensitive to temperature variation of machine parameters. Thus, reducing the accuracy of speed estimator especially at low speeds. The proposed method can produce fast speed estimation, easy to implement, free from integrator and is robust to variations in the parameter error giving improved performance for speed sensor less control of induction motor drive over wide speed range including low speeds. Also, indirect field oriented control involve feed forward adjustment of the slip frequency which is dependent upon varying rotor time constant and may distort the field orientation if not compensated. Therefore online identification of rotor flux MRAS based rotor time constant is proposed along with speed identification. The superiority of the proposed method is verified by MATLAB/SIMULATION over wide range of speed.

[1]  Damian Giaouris,et al.  Sensorless Control of Induction Motor Drives at Very Low and Zero Speeds Using Neural Network Flux Observers , 2009, IEEE Transactions on Industrial Electronics.

[2]  Slobodan N. Vukosavic,et al.  Speed-Sensorless AC Drives With the Rotor Time Constant Parameter Update , 2007, IEEE Transactions on Industrial Electronics.

[3]  Fang Zheng Peng,et al.  Low-speed performance of robust speed identification using instantaneous reactive power for tacholess vector control of induction motors , 1994, Proceedings of 1994 IEEE Industry Applications Society Annual Meeting.

[4]  Joachim Holtz,et al.  Sensorless control of induction motor drives , 2002, Proc. IEEE.

[5]  Damian Giaouris,et al.  Controlled AC Electrical Drives , 2008, IEEE Transactions on Industrial Electronics.

[6]  Murat Barut,et al.  Speed-Sensorless Estimation for Induction Motors Using Extended Kalman Filters , 2007, IEEE Transactions on Industrial Electronics.

[7]  Shady M. Gadoue,et al.  Improved Rotor Flux Estimation at Low Speeds for Torque MRAS-Based Sensorless Induction Motor Drives , 2016, IEEE Transactions on Energy Conversion.

[8]  B.M. Dehkordi,et al.  A new observer for speed and rotor time constant estimation of an induction machine in vector control method , 2007, 2007 International Aegean Conference on Electrical Machines and Power Electronics.

[9]  Teresa Orlowska-Kowalska,et al.  Stator-Current-Based MRAS Estimator for a Wide Range Speed-Sensorless Induction-Motor Drive , 2010, IEEE Transactions on Industrial Electronics.

[10]  Tae-Sung Kwon,et al.  Speed sensorless stator flux-oriented control of induction motor in the field weakening region using Luenberger observer , 2005, IEEE transactions on power electronics.

[11]  Toshiyuki Uchida,et al.  MRAS-based speed sensorless control for induction motor drives using instantaneous reactive power , 2001, IECON'01. 27th Annual Conference of the IEEE Industrial Electronics Society (Cat. No.37243).

[12]  Yoichi Hori,et al.  A New Model Reference Adaptive Controller for Four Quadrant Vector Controlled Induction Motor Drives , 2012, IEEE Transactions on Industrial Electronics.

[13]  Damian Giaouris,et al.  MRAS Sensorless Vector Control of an Induction Motor Using New Sliding-Mode and Fuzzy-Logic Adaptation Mechanisms , 2010, IEEE Transactions on Energy Conversion.

[14]  Murat Barut,et al.  Switching EKF technique for rotor and stator resistance estimation in speed sensorless control of IMs , 2007 .

[15]  Murat Barut,et al.  Experimental Evaluation of Braided EKF for Sensorless Control of Induction Motors , 2008, IEEE Transactions on Industrial Electronics.

[16]  Bin Chen,et al.  Online Updating of Rotor Time Constant Based on Combined Voltage and Current Mode Flux Observer for Speed-Sensorless AC Drives , 2014, IEEE Transactions on Industrial Electronics.

[17]  Chang Zhao,et al.  Research on Robust Performance of Speed-Sensorless Vector Control for the Induction Motor Using an Interfacing Multiple-Model Extended Kalman Filter , 2014, IEEE Transactions on Power Electronics.

[18]  A. F. Stronach,et al.  A stable back-EMF MRAS-based sensorless low-speed induction motor drive insensitive to stator resistance variation , 2004 .

[19]  Ali Keyhani,et al.  Sliding-Mode Flux Observer With Online Rotor Parameter Estimation for Induction Motors , 2007, IEEE Transactions on Industrial Electronics.

[20]  A. Zinober,et al.  Adaptive Control: the Model Reference Approach , 1980 .