Advanced Diagnosis of Rotor Faults and Eccentricity in Induction Motors Based on Internal Flux Measurement

Most of the existing electrical techniques of condition monitoring and fault diagnosis are based on frequency analysis of signals measured externally to the motor. In this paper, it is proposed to add the space dimension to the measured signals by using an array of Hall effect flux sensors installed inside the motor air gap, and to explore the advantages brought by such an instrumentation. The paper presents analytical models of air gap flux density expressed in terms of time and space, for a healthy motor and for a motor with rotor bar faults and mixed eccentricity. Based on these models, the paper proposes a new technique for early detection of rotor bar faults and mixed eccentricity, and for discrimination between them. The paper demonstrates that, with the help of the proposed technique, the severity of each fault and its location relative to rotor or stator can be accurately established. The results of the presented study are supported by simulations and validated by experiments on a laboratory scale induction motor. The formulated fault diagnosis algorithm is suitable for real-time implementation.

[1]  Jongwan Kim,et al.  Power Spectrum-Based Detection of Induction Motor Rotor Faults for Immunity to False Alarms , 2015, IEEE Transactions on Energy Conversion.

[2]  Thomas G. Habetler,et al.  Effects of time-varying loads on rotor fault detection in induction machines , 1993 .

[3]  F. Filippetti,et al.  Condition monitoring and diagnosis of rotor faults in induction machines: State of art and future perspectives , 2013, 2013 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD).

[4]  D G Dorrell,et al.  Sources and Characteristics of Unbalanced Magnetic Pull in Three-Phase Cage Induction Motors With Axial-Varying Rotor Eccentricity , 2011, IEEE Transactions on Industry Applications.

[5]  N. A. O. Demerdash,et al.  Fault-Tolerant Operation of Delta-Connected Scalar- and Vector-Controlled AC Motor Drives , 2012, IEEE Transactions on Power Electronics.

[6]  Report of Large Motor Reliability Survey of Industrial and Commercial Installations, Part I , 1985, IEEE Transactions on Industry Applications.

[7]  Don-Ha Hwang,et al.  High-Resolution Parameter Estimation Method to Identify Broken Rotor Bar Faults in Induction Motors , 2013, IEEE Transactions on Industrial Electronics.

[8]  Antonio Testa,et al.  Fault-Tolerant AC Multidrive System , 2014, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[9]  B. Ayhan,et al.  Multiple signature processing-based fault detection schemes for broken rotor bar in induction motors , 2005, IEEE Transactions on Energy Conversion.

[10]  Martin Riera-Guasp,et al.  Harmonic Order Tracking Analysis: A Novel Method for Fault Diagnosis in Induction Machines , 2015, IEEE Transactions on Energy Conversion.

[11]  Gonzalo A. Orcajo,et al.  Unambiguous Detection of Broken Bars in Asynchronous Motors by Means of a Flux Measurement-Based Procedure , 2011, IEEE Transactions on Instrumentation and Measurement.

[12]  Galina Mirzaeva,et al.  Advanced diagnosis of rotor faults in large induction motors based on internal flux measurement , 2016, 2016 IEEE Industry Applications Society Annual Meeting.

[13]  Chanan Singh,et al.  Report of Large Motor Reliability Survey of Industrial and Commercial Installations, Part II , 1985, IEEE Transactions on Industry Applications.

[14]  Heedong Kim,et al.  Evaluation of the Influence of Rotor Axial Air Ducts on Condition Monitoring of Induction Motors , 2013, IEEE Transactions on Industry Applications.

[15]  B. Heller,et al.  Harmonic field effects in induction machines , 1977 .

[16]  H. Douglas,et al.  Broken rotor bar detection in induction machines with transient operating speeds , 2005, IEEE Transactions on Energy Conversion.

[17]  Galina Mirzaeva,et al.  Fault diagnostics of induction motors based on internal flux measurement , 2014, 2014 IEEE International Conference on Industrial Technology (ICIT).

[18]  Jose Antonino-Daviu,et al.  Detection of Broken Outer-Cage Bars for Double-Cage Induction Motors Under the Startup Transient , 2012, IEEE Transactions on Industry Applications.

[19]  T.A. Lipo,et al.  A new method for rotor time constant tuning in indirect field oriented control , 1990, 21st Annual IEEE Conference on Power Electronics Specialists.

[20]  Mario Vasak,et al.  Stator-Current Spectrum Signature of Healthy Cage Rotor Induction Machines , 2013, IEEE Transactions on Industrial Electronics.

[21]  Galina Mirzaeva,et al.  Evaluation of Current Density in DC Motor Brushes for Mining Machines Based on Air Gap Field Measurement , 2009, 2009 IEEE Industry Applications Society Annual Meeting.

[22]  Jose A. Antonino-Daviu,et al.  Advanced Induction Motor Rotor Fault Diagnosis Via Continuous and Discrete Time–Frequency Tools , 2015, IEEE Transactions on Industrial Electronics.

[23]  Konstantinos N. Gyftakis,et al.  The Zero-Sequence Current as a Generalized Diagnostic Mean in Δ-Connected Three-Phase Induction Motors , 2014, IEEE Transactions on Energy Conversion.

[24]  Lie Xu,et al.  Improvement of the Hilbert Method via ESPRIT for Detecting Rotor Fault in Induction Motors at Low Slip , 2013, IEEE Transactions on Energy Conversion.

[25]  J. C. Kappatou,et al.  A Novel Approach for Broken Bar Fault Diagnosis in Induction Motors Through Torque Monitoring , 2013, IEEE Transactions on Energy Conversion.

[26]  Jose A. Antonino-Daviu,et al.  Scale Invariant Feature Extraction Algorithm for the Automatic Diagnosis of Rotor Asymmetries in Induction Motors , 2013, IEEE Transactions on Industrial Informatics.

[27]  Galina Mirzaeva,et al.  Comprehensive Diagnostics of Induction Motor Faults Based on Measurement of Space and Time Dependencies of Air Gap Flux , 2017, IEEE Transactions on Industry Applications.

[28]  Remus Pusca,et al.  Study of Rotor Faults in Induction Motors Using External Magnetic Field Analysis , 2012, IEEE Transactions on Industrial Electronics.

[29]  David G. Dorrell,et al.  Measurement and Calculation of Unbalanced Magnetic Pull in Wound Rotor Induction Machine , 2014, IEEE Transactions on Magnetics.

[30]  P. F. Albrecht,et al.  Improved motors for utility applications. Volume 1. Industry assessment study: update and analysis. Final report , 1985 .

[31]  M. E. H. Benbouzid,et al.  What Stator Current Processing Based Technique to Use for Induction Motor Rotor Faults Diagnosis , 2002, IEEE Power Engineering Review.