Advances in Electrical Machine, Power Electronic, and Drive Condition Monitoring and Fault Detection: State of the Art

Recently, research concerning electrical machines and drives condition monitoring and fault diagnosis has experienced extraordinarily dynamic activity. The increasing importance of these energy conversion devices and their widespread use in uncountable applications have motivated significant research efforts. This paper presents an analysis of the state of the art in this field. The analyzed contributions were published in most relevant journals and magazines or presented in either specific conferences in the area or more broadly scoped events.

[1]  Janusz Nieznanski,et al.  Open-Transistor Fault Diagnostics in Voltage-Source Inverters by Analyzing the Load Currents , 2007, IEEE Transactions on Industrial Electronics.

[2]  Gérard-André Capolino,et al.  Advances in Diagnostic Techniques for Induction Machines , 2008, IEEE Transactions on Industrial Electronics.

[3]  Domenico Casadei,et al.  Magnets faults characterization for Permanent Magnet Synchronous Motors , 2009, 2009 IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives.

[4]  Jorge O. Estima,et al.  A new approach for real-time multiple open-circuit fault diagnosis in voltage source inverters , 2010 .

[5]  Afshin Izadian,et al.  Application of Kalman filters in model-based fault diagnosis of a DC-DC boost converter , 2010, IECON 2010 - 36th Annual Conference on IEEE Industrial Electronics Society.

[6]  Miguel Delgado Prieto,et al.  Feature Extraction of Demagnetization Faults in Permanent-Magnet Synchronous Motors Based on Box-Counting Fractal Dimension , 2011, IEEE Transactions on Industrial Electronics.

[7]  Subhasis Nandi,et al.  Detection of Eccentricity Faults in Induction Machines Based on Nameplate Parameters , 2011, IEEE Transactions on Industrial Electronics.

[8]  Selin Aviyente,et al.  An EMD-based invariant feature extraction algorithm for rotor bar condition monitoring , 2011, 8th IEEE Symposium on Diagnostics for Electrical Machines, Power Electronics & Drives.

[9]  Yu Chen,et al.  Monitoring and Diagnosis for the DC–DC Converter Using the Magnetic Near Field Waveform , 2011, IEEE Transactions on Industrial Electronics.

[10]  Bin Zhang,et al.  A Probabilistic Fault Detection Approach: Application to Bearing Fault Detection , 2011, IEEE Transactions on Industrial Electronics.

[11]  Daniel U. Campos-Delgado,et al.  An Observer-Based Diagnosis Scheme for Single and Simultaneous Open-Switch Faults in Induction Motor Drives , 2011, IEEE Transactions on Industrial Electronics.

[12]  Carlo Concari,et al.  Toward Practical Quantification of Induction Drive Mixed Eccentricity , 2011, IEEE Transactions on Industry Applications.

[13]  T. Habetler,et al.  An Impedance Identification Approach to Sensitive Detection and Location of Stator Turn-to-Turn Faults in a Closed-Loop Multiple-Motor Drive , 2011, IEEE Transactions on Industrial Electronics.

[14]  Analysis and Diagnosis of Open-Circuit Faults in Matrix Converters , 2011, IEEE Transactions on Industrial Electronics.

[15]  Dawei Xiang,et al.  An Industry-Based Survey of Reliability in Power Electronic Converters , 2011, IEEE Transactions on Industry Applications.

[16]  Shahin Hedayati Kia,et al.  Torsional-Vibration Assessment and Gear-Fault Diagnosis in Railway Traction System , 2011, IEEE Transactions on Industrial Electronics.

[17]  Leila Parsa,et al.  Recent Advances in Modeling and Online Detection of Stator Interturn Faults in Electrical Motors , 2011, IEEE Transactions on Industrial Electronics.

[18]  R. Sabourin,et al.  Detecting bearing defects under high noise levels: A classifier fusion approach , 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.

[19]  B. Ponick,et al.  Influence of bearing currents on the bearing lifetime for converter driven machines , 2012, 2012 XXth International Conference on Electrical Machines.

[20]  P. Gardel,et al.  Neural network broken bar detection using time domain and current spectrum data , 2012, 2012 XXth International Conference on Electrical Machines.

[21]  J. Kappatou,et al.  The influence of the broken bar fault on the magnetic field and electromagnetic torque in 3-phase induction motors , 2012, 2012 XXth International Conference on Electrical Machines.

[22]  Gerard-Andre Capolino,et al.  A comparative study of acoustic, vibration and stator current signatures for gear tooth fault diagnosis , 2012, 2012 XXth International Conference on Electrical Machines.

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

[24]  Lee Empringham,et al.  Fault-Tolerant Matrix Converter Motor Drives With Fault Detection of Open Switch Faults , 2012, IEEE Transactions on Industrial Electronics.

[25]  G. Venchi,et al.  A novel approach to detect short circuits in low voltage induction motor by stray flux measurement , 2012, 2012 XXth International Conference on Electrical Machines.

[26]  H. Tischmacher,et al.  Investigations on bearing currents in converter-fed electrical motors , 2012, 2012 XXth International Conference on Electrical Machines.

[27]  R. Romary,et al.  An improvement of a diagnosis procedure for AC machines using two external flux sensors based on a fusion process with belief functions , 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.

[28]  S. Hamdani,et al.  Rotor fault diagnosis in a Squirrel-Cage Induction Machine using support vector , 2012, 2012 XXth International Conference on Electrical Machines.

[29]  Z. Daneshi-Far,et al.  Planetary gearbox effects on induction machine in wind turbine: Modeling and analysis , 2012, 2012 XXth International Conference on Electrical Machines.

[30]  N. Ertugrul,et al.  Negative sequence current compensation for stator shorted turn detection in induction motors , 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.

[31]  Humberto Pinheiro,et al.  New modulation strategy for asymmetrical cascaded multilevel converters under fault conditions , 2012, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

[32]  L. Romeral,et al.  Detection of Demagnetization Faults in Surface-Mounted Permanent Magnet Synchronous Motors by Means of the Zero-Sequence Voltage Component , 2012, IEEE Transactions on Energy Conversion.

[33]  D. Diallo,et al.  SVM based diagnosis of inverter fed induction machine drive: A new challenge , 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.

[34]  M. Riera-Guasp,et al.  Diagnosis of eccentricity in induction machines working under fluctuating load conditions, through the instantaneous frequency , 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.

[35]  J. F. Martins,et al.  Fault detection and diagnosis of grid-connected power inverters using PCA and current mean value , 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.

[36]  Y. Khan,et al.  Performance of inverter fed induction motor under open circuit DC link capacitor , 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.

[37]  Luis Romeral,et al.  Shaft Trajectory Analysis in a Partially Demagnetized Permanent-Magnet Synchronous Motor , 2013, IEEE Transactions on Industrial Electronics.

[38]  Marcin Wolkiewicz,et al.  On-line neural network-based stator fault diagnosis system of the converter-fed induction motor drive , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

[39]  M. Nemec,et al.  Induction motor parameters in case of rotor electrical asymmetry , 2013, 2013 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD).

[40]  Teresa Orlowska-Kowalska,et al.  Simple sensorless diagnosis method for open-switch faults in SVM-VSI-fed induction motor drive , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

[41]  J. C. Kappatou,et al.  The zero-sequence current spectrum as an on-line static eccentricity diagnostic mean in Δ-connected PSH-induction motors , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[42]  A. J. M. Cardoso,et al.  Recent advances in fault diagnosis by Park's vector approach , 2013, 2013 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD).

[43]  Hubert Razik,et al.  Detection and Diagnosis of Faults in Induction Motor Using an Improved Artificial Ant Clustering Technique , 2013, IEEE Transactions on Industrial Electronics.

[44]  Ruoyu Li,et al.  Plastic Bearing Fault Diagnosis Based on a Two-Step Data Mining Approach , 2013, IEEE Transactions on Industrial Electronics.

[45]  Gérard Champenois,et al.  New Expressions of Symmetrical Components of the Induction Motor Under Stator Faults , 2013, IEEE Transactions on Industrial Electronics.

[46]  Antoine Picot,et al.  Improvements on lifespan modeling of the insulation of low voltage machines with response surface and analysis of variance , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[47]  Jordi-Roger Riba,et al.  Inter-turn fault detection in five-phase pmsms. Effects of the fault severity , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[48]  Alessandro Goedtel,et al.  Bearing fault detection using relative entropy of wavelet components and artificial neural networks , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[49]  R. Puche-Panadero,et al.  Diagnosis of induction motor faults using a DSP and advanced demodulation techniques , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[50]  Yantao Song,et al.  Survey on Reliability of Power Electronic Systems , 2013, IEEE Transactions on Power Electronics.

[51]  T. J. Sobczyk,et al.  Mathematical modeling of eccentricities in induction machines by the mono-harmonic model , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[52]  Y. Gritli,et al.  Full detection of high-resistance connections in multiphase induction machines , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[53]  Claude Delpha,et al.  A global approach for the classification of bearing faults conditions using spectral features , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

[54]  A. M. S. Mendes,et al.  The performance of a three-phase induction motor fed by a three-level NPC converter with fault tolerant control strategies , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[55]  Athanasios N. Safacas,et al.  Detection of Backlash Phenomena Appearing in a Single Cement Kiln Drive Using the Current and the Electromagnetic Torque Signature , 2013, IEEE Transactions on Industrial Electronics.

[56]  Gian Carlo Montanari,et al.  Partial discharge measurements in electrical machines controlled by variable speed drives: From design validation to permanent PD monitoring , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[57]  Lorand Szabo,et al.  Bearing faults detection in induction machines based on statistical processing of the stray fluxes measurements , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[58]  R. Romary,et al.  Electrical machines fault diagnosis by stray flux analysis , 2013, 2013 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD).

[59]  S. Caux,et al.  On-line inter-turn short-circuit detection in permanent magnet synchronous generators , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[60]  Mohammad Reza Zolghadri,et al.  Open- and Short-Circuit Switch Fault Diagnosis for Nonisolated DC–DC Converters Using Field Programmable Gate Array , 2013, IEEE Transactions on Industrial Electronics.

[61]  Thomas G. Habetler,et al.  Using Only the DC Current Information to Detect Stator Turn Faults in Automotive Claw-Pole Generators , 2013, IEEE Transactions on Industrial Electronics.

[62]  António J. Marques Cardoso,et al.  A New Algorithm for Real-Time Multiple Open-Circuit Fault Diagnosis in Voltage-Fed PWM Motor Drives by the Reference Current Errors , 2013, IEEE Transactions on Industrial Electronics.

[63]  Antero Arkkio,et al.  Combined FE and two dimensional spectral analysis of broken cage faults in induction motors , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

[64]  Jang-Mok Kim,et al.  Fault Diagnosis of DC-Link Capacitors in Three-Phase AC/DC PWM Converters by Online Estimation of Equivalent Series Resistance , 2013, IEEE Transactions on Industrial Electronics.

[65]  Chrysostomos D. Stylios,et al.  An intelligent icons approach for rotor bar fault detection , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

[66]  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.

[67]  Guy Clerc,et al.  Statistical and Neural-Network Approaches for the Classification of Induction Machine Faults Using the Ambiguity Plane Representation , 2013, IEEE Transactions on Industrial Electronics.

[68]  E. G. Strangas Response of electrical drives to gear and bearing faults — Diagnosis under transient and steady state conditions , 2013, 2013 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD).

[69]  Robert W. Cox,et al.  Online algorithm for early stage fault detection in IGBT switches , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[70]  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).

[71]  Gérard-André Capolino,et al.  Wound-Rotor Induction Generator Inter-Turn Short-Circuits Diagnosis Using a New Digital Neural Network , 2013, IEEE Transactions on Industrial Electronics.

[72]  Vicente Climente-Alarcon,et al.  Bar breakage mechanism and prognosis in an induction motor , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[73]  W. P. Cao,et al.  Onboard condition monitoring of solder fatigue in IGBT power modules , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[74]  Sauro Longhi,et al.  Induction motor fault detection and diagnosis using KDE and Kullback-Leibler divergence , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

[75]  M. F. Cabanas,et al.  Detection of stator winding insulation failures: On-line and off-line tests , 2013, 2013 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD).

[76]  Guillaume Gateau,et al.  Real-Time Monitoring for a Five-Level Double-Boost Power Factor Controller Including Postfault Reconfiguration , 2013, IEEE Transactions on Industrial Electronics.

[77]  Luca Zarri,et al.  Detection and Localization of Stator Resistance Dissymmetry Based on Multiple Reference Frame Controllers in Multiphase Induction Motor Drives , 2013, IEEE Transactions on Industrial Electronics.

[78]  H. Henao,et al.  Efficient digital signal processing techniques for induction machines fault diagnosis , 2013, 2013 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD).

[79]  Shahin Hedayati Kia,et al.  Gear tooth surface damage fault profile identification using stator current space vector instantaneous frequency , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

[80]  Wei Qiao,et al.  Bearing Fault Diagnosis for Direct-Drive Wind Turbines via Current-Demodulated Signals , 2013, IEEE Transactions on Industrial Electronics.

[81]  Daniel Zurita,et al.  Intelligent sensor based on acoustic emission analysis applied to gear fault diagnosis , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[82]  R. Puche-Panadero,et al.  Diagnosis of induction machines under non-stationary conditions: Concepts and tools , 2013, 2013 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD).

[83]  Ilkka Vaalasranta,et al.  Power MOSFET failure and degradation mechanisms in flyback topology under high temperature and high humidity conditions , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[84]  António J. Marques Cardoso,et al.  Open-Circuit Fault Diagnosis in PMSG Drives for Wind Turbine Applications , 2013, IEEE Transactions on Industrial Electronics.

[85]  Gérard-André Capolino,et al.  Advanced Diagnosis of Electrical Faults in Wound-Rotor Induction Machines , 2013, IEEE Transactions on Industrial Electronics.

[86]  Carlo Concari,et al.  Validation of a Faulted Rotor Induction Machine Model With an Insightful Geometrical Interpretation of Physical Quantities , 2013, IEEE Transactions on Industrial Electronics.

[87]  Osama A. Mohammed,et al.  Inter-Turn Fault Detection in PM Synchronous Machines by Physics-Based Back Electromotive Force Estimation , 2013, IEEE Transactions on Industrial Electronics.

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

[89]  Konstantinos N. Gyftakis,et al.  Evaluation of the broken bar fault detectability depending on the rotor bar number , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

[90]  Giansalvo Cirrincione,et al.  Bearing Fault Detection by a Novel Condition-Monitoring Scheme Based on Statistical-Time Features and Neural Networks , 2013, IEEE Transactions on Industrial Electronics.

[91]  G. Clerc,et al.  Long-term prediction of bearing condition by the neo-fuzzy neuron , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[92]  Pascal Maussion,et al.  Electrical Aging of the Insulation of Low-Voltage Machines: Model Definition and Test With the Design of Experiments , 2013, IEEE Transactions on Industrial Electronics.

[93]  Shahin Hedayati Kia,et al.  Gear tooth surface damage fault detection using induction machine electrical signature analysis , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[94]  Alberto Bellini,et al.  Bearing Fault Model for Induction Motor With Externally Induced Vibration , 2013, IEEE Transactions on Industrial Electronics.

[95]  Humberto Henao,et al.  Trends in Fault Diagnosis for Electrical Machines: A Review of Diagnostic Techniques , 2014, IEEE Industrial Electronics Magazine.

[96]  Humberto Henao,et al.  Diagnosis of Rotor and Stator Asymmetries in Wound-Rotor Induction Machines Under Nonstationary Operation Through the Instantaneous Frequency , 2014, IEEE Transactions on Industrial Electronics.

[97]  Jose A. Antonino-Daviu,et al.  Transient diagnosis of induction generators via atom-based time-frequency transforms , 2014, 2014 International Conference on Electrical Machines (ICEM).

[98]  Vicente Climente-Alarcon,et al.  Induction Motor Diagnosis by Advanced Notch FIR Filters and the Wigner–Ville Distribution , 2014, IEEE Transactions on Industrial Electronics.

[99]  Leila Parsa,et al.  A Generalized Fault-Tolerant Control Strategy for Five-Phase PM Motor Drives Considering Star, Pentagon, and Pentacle Connections of Stator Windings , 2014, IEEE Transactions on Industrial Electronics.