Identification of Induction Motor Parameters at Standstill Based on Integral Calculation

This paper proposes an identification method for induction motor parameters at standstill using integral calculations. The rotor time constant and magnetizing inductance are identified. During the identification process, the induction motor to be tested is consistently excited according to a predetermined current reference. Using the predetermined current, the induction motor emulates the rated rotor flux and the rated slip condition, even at standstill. This method is based on an integral calculation so that the results are robust to measurement noise. Based on these features, the identification result of the proposed method is quite accurate, and the method shows excellent repeatability. Due to the simplicity of the proposed technique, this method can be easily applied to commercial inverter products. Simulation and experimental results confirm the effectiveness of the proposed method.

[1]  Zhao'an Wang,et al.  Parameter Identification of an Induction Machine at Standstill Using the Vector Constructing Method , 2012, IEEE Transactions on Power Electronics.

[2]  Joachim Holtz,et al.  Vector-controlled induction motor drive with a self-commissioning scheme , 1991 .

[3]  X. Xu,et al.  Implementation of direct stator flux orientation control on a versatile DSP based system , 1990, Conference Record of the 1990 IEEE Industry Applications Society Annual Meeting.

[4]  Chompoo Sukhapap,et al.  Auto tuning of parameters and magnetization curve of an induction motor at standstill , 2002, 2002 IEEE International Conference on Industrial Technology, 2002. IEEE ICIT '02..

[5]  Anno Yoo Robust On-line Rotor Time Constant Estimation for Induction Machines , 2014 .

[6]  Mohammad Bagher Bannae Sharifian,et al.  MRAS Based Speed Estimator for Sensorless Vector Control of a Linear Induction Motor with Improved Adaptation Mechanisms , 2015 .

[7]  S. Haddad,et al.  A Novel Method for Identifying Parameters of Induction Motors at Standstill Using ADALINE , 2012, IEEE Transactions on Energy Conversion.

[8]  Seung-Ki Sul,et al.  Inverter output voltage synthesis using novel dead time compensation , 1996 .

[9]  Jin Zhao,et al.  Performance Improvement of Induction Motor Current Controllers in Field-Weakening Region for Electric Vehicles , 2013, IEEE Transactions on Power Electronics.

[10]  Mauro Zigliotto,et al.  Automatic Parameter Identification of Inverter-Fed Induction Motors at Standstill , 2014, IEEE Transactions on Industrial Electronics.

[11]  Seung-Ki Sul,et al.  Induction machine parameter identification using PWM inverter at standstill , 1997 .

[12]  S. Bacha,et al.  Low-Cost Direct Torque Control Algorithm for Induction Motor Without AC Phase Current Sensors , 2012, IEEE Transactions on Power Electronics.

[13]  Chi Sun,et al.  The Development of a 20MW PWM Driver for Advanced Fifteen-Phase Propulsion Induction Motors , 2015 .

[14]  Matthew W. Dunnigan,et al.  Online identification of induction machine electrical parameters for vector control loop tuning , 2003, IEEE Trans. Ind. Electron..

[15]  Anno Yoo,et al.  Parameter identification of induction motors at a standstill based on integral calculation , 2015, 2015 IEEE Energy Conversion Congress and Exposition (ECCE).

[16]  Jan Melkebeek,et al.  Parameter estimation for induction motor field oriented control using a non-linear motor model , 1994 .

[17]  Young-Su Kwon,et al.  Standstill Parameter Identification of Vector-Controlled Induction Motors Using the Frequency Characteristics of Rotor Bars , 2009, IEEE Transactions on Industry Applications.

[18]  A. Keyhani,et al.  Estimation of induction machine parameters from standstill time domain data , 1993, Conference Record of the 1993 IEEE Industry Applications Conference Twenty-Eighth IAS Annual Meeting.

[19]  B. Karanayil,et al.  Online Stator and Rotor Resistance Estimation Scheme Using Artificial Neural Networks for Vector Controlled Speed Sensorless Induction Motor Drive , 2007, IEEE Transactions on Industrial Electronics.

[20]  J. S. Edmonds,et al.  Derivation of Induction Motor Models from Standstill Frequency Response Tests , 1989, IEEE Power Engineering Review.

[21]  Ion Boldea,et al.  Complete Parameter Identification of Large Induction Machines From No-Load Acceleration–Deceleration Tests , 2007, IEEE Transactions on Industrial Electronics.

[22]  Seung-Ki Sul,et al.  A simple induction motor parameter estimation method for vector control , 2007, 2007 European Conference on Power Electronics and Applications.

[23]  Seung-Ki Sul,et al.  A new compensation strategy reducing voltage/current distortion in PWM VSI systems operating with low output voltages , 1995 .

[24]  B. Abdelhadi,et al.  Application of genetic algorithm with a novel adaptive scheme for the identification of induction machine parameters , 2005, IEEE Transactions on Energy Conversion.