Automatic fault diagnosis of electric machinery: A case study in PM brushless DC motors

Electric Power Components and Systems

Volumn 33, Issue 6, 2005, Pages 597-610

  Awadallah, M A ^a   Morcos, M M ^b  

^a ZAGAZIG UNIVERSITY   (Egypt)

^b Sunflower Networking Group   (United States)

Author keywords

AI applications; Automatic fault diagnosis; Brushless DC motors

Indexed keywords

AUTOMATION; COMPUTER SIMULATION; DC GENERATOR MOTORS; ELECTRIC MACHINERY; ENERGY CONVERSION; POWER ELECTRONICS; STATORS; WAVEFORM ANALYSIS;

AI APPLICATIONS; AUTOMATIC FAULT DIAGNOSIS; BRUSHLESS DC MOTORS; FAULTY OPERATIONS;

ELECTRIC FAULT CURRENTS;

EID: 18844442111     PISSN: 15325008     EISSN: None     Source Type: Journal    
DOI: 10.1080/15325000590885234     Document Type: Article

References (16)

1. A. Stavrou, H. G. Sedding, and J. Penman, "Current Monitoring for Detecting Inter-Turn Short Circuits in Induction Motors," IEEE Trans. Energy Conversion, Vol. 16, No. 1, pp. 32-37, 2001.
2. M. E. H. Benbouzid, M. Vieira, and C. Theys, "Induction Motors' Faults Detection and Localization Using Stator Current Advanced Signal Processing Techniques," IEEE Trans. Power Electronics, Vol. 14, No. 1, pp. 14-22, 1999.
3. N. Arthur and J. Penman, "Induction Machine Condition Monitoring with Higher Order Spectra," IEEE Trans. Industrial Electronics, Vol. 47, No. 5, pp. 1031-1041, 2000.
4. S. Nandi and H. A. Toliyat, "Novel Frequency Domain Based Technique to Detect Incipient Stator Inter-Turn Faults in Induction Machines," Proc. IEEE-IAS Annual Meeting, Rome, Italy, pp. 367-374, 2000.
5. A. J. M. Cardoso, S. M. A. Cruz, and D. S. B. Fonseca, "Inter-Turn Stator Winding Fault Diagnosis in Three-Phase Induction Motors, by Park's Vector Approach," IEEE Trans. Energy Conversion, Vol. 14, No. 3, pp. 595-598, 1999.
6. M. Arkan, D. K. Perović, and P. Unsworth, "Online Stator Fault Diagnosis in Induction Motors," IEE Proceedings, Electric Power Applications, Vol. 148, No. 6, pp. 537-547, 2001.
7. M. A. Cash, T. G. Habetler, and G. B. Kliman, "Insulation Failure Prediction in AC Machines Using Line-Neutral Voltages," IEEE Trans. Industry Applications, Vol. 34, No. 6, pp. 1234-1239, 1998.
8. R. L. Ribeiro, C. B. Jacobina, E. R. C. da Silva, and A. M. N. Lima, "Fault Detection of Open Switch Damage in Voltage-Fed PWM Motor Drive Systems," IEEE Trans. Power Electronics, Vol. 18, No. 2, pp. 587-593, 2003.
9. M. A. Awadallah and M. M. Morcos, "Application of AI Tools in Fault Diagnosis of Electrical Machines and Drives - An Overview," IEEE Trans. Energy Conversion, Vol. 18, No. 2, pp. 245-251, 2003.
10. K. Kim and A. G. Parlos, "Induction Motor Fault Diagnosis Based on Neuropredictors and Wavelet Signal Processing," IEEE Trans. Mechatronics, Vol. 7, No. 2, pp. 201-219, 2002.
11. S. Altug, M.-Y. Chow, and H. J. Trussel, "Fuzzy Inference Systems Implemented on Neural Architectures for Motor Fault Detection and Diagnosis," IEEE Trans. Industrial Electronics, Vol. 46, No. 6, pp. 1069-1079, 1999.
12. A. Moyes, G. M. Burt, J. R. McDonald, J. R. Capener, J. Dray, and R. Goodfellow, "The Application of Expert Systems to Fault Diagnosis in Alternators," Proc. Int. Conference on Electrical Machines and Drives, pp. 171-175, 1995.
13. F. Filippetti, M. Martelli, G. Franceschini, and C. Tassoni, "Development of Expert System Knowledge Base to On-Line Diagnosis of Rotor Electrical Faults of Induction Motors," Proc. IEEE-IAS Annual Meeting, Houston, TX, Vol. 1, pp. 92-99, 1992.
14. M. A. Awadallah and M. M. Morcos, "Switch Fault Diagnosis of PM Brushless DC Motor Drive Using Adaptive Fuzzy Techniques," IEEE Trans. Energy Conversion, Vol. 19, No. 1, pp. 226-227, 2004.
15. T. W. Nehl, F. A. Fouad, N. A. Demerdash, and E. A. Maslowski, "Dynamic Simulation of Radially Oriented Permanent Magnet-Type Electronically Operated Synchronous Machines with Parameters Obtained from Finite Element Field Solutions," IEEE Trans. Industry Applications, Vol. 18, No. 2, pp. 172-182, 1982.
16. T. W. Nehl, F. A. Fouad, and N. A. Demerdash, "Digital Simulation of Power Conditioner-Machine Interaction for Electronically Commutated DC Permanent Magnet Machines," IEEE Trans. Magnetics, Vol. 17, No. 6, pp. 3284-3286, 1981.