Fault diagnosis and fault-tolerant control in linear drives using the Kalman filter

IEEE Transactions on Industrial Electronics

Volumn 59, Issue 11, 2012, Pages 4285-4292

  Huang, Sunan ^a   Tan, Kok Kiong ^a   Lee, Tong Heng ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

Fault detection; fault diagnosis; fault tolerant control; Kalman filter; linear drive

Indexed keywords

FAULT TOLERANT CONTROL; FAULT TYPES; FAULT-TOLERANT; LINEAR DRIVE SYSTEMS; LINEAR DRIVES; RESIDUAL GENERATOR; SYSTEM NOISE;

FAILURE ANALYSIS; KALMAN FILTERS;

FAULT DETECTION;

EID: 84863009414     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2012.2185011     Document Type: Article

References (22)

1. J. Goldmeer, "Rugged LED-based sensor for fire detection," in Proc. 12th Int. Conf. Automatic Fire Detection, Gaithersburg, MD, 2001, pp. 378-389.
2. M. Cong, X. Kong, Y. Du, and J. Liu, "Wafer pre-aligner system based on vision information processing," Inf. Technol. J., vol. 6, no. 8, pp. 1245-1251, 2007.
3. M. Masrie, A. Ahmad, and R. Adnan, "A novel integrated sensor system for indoor air quality measurement," in Proc. 5th Int. Colloquium Signal Process. Appl., Kuala Lumpur, Malaysia, 2009, pp. 406-408.
4. O. Moseler and R. Isermann, "Application of model-based fault detection to a brushless dc motor," IEEE Trans. Ind. Electron., vol. 47, no. 5, pp. 1015-1020, Oct. 2000.
5. S. N. Huang, K. K. Tan, Y. S. Wong, C. W. de Silva, H. L. Goh, and W.W. Tan, "Tool wear detection and fault diagnosis based on cutting force monitoring," Int. J. Mach. Tools Manuf., vol. 47, no. 3/4, pp. 444-451, Mar. 2007.
6. S. N. Huang, K. K. Tan, and T. H. Lee, "Automated fault detection and diagnosis in mechanical systems," IEEE Trans. Syst., Man, Cybern. C, Appl. Rev., vol. 37, no. 6, pp. 1360-1364, Nov. 2007.
7. V. Puig, J. Quevedo, T. Escobet, F. Nejjari, and S. de las Heras, "Passive robust fault detection of dynamic processes using interval models," IEEE Trans. Control Syst. Technol., vol. 16, no. 5, pp. 1083-1089, Sep. 2008.
8. R. N. Andriamalala, H. Razik, L. Baghli, and F. M. Sargos, "Eccentricity fault diagnosis of a dual-stator winding induction machine drive considering the slotting effects," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4238-4251, Dec. 2008.
9. Y. Diao and K. M. Passino, "Stable fault-tolerant adaptive fuzzy/neural control for a turbine engine," IEEE Trans. Control Syst. Technol., vol. 9, no. 3, pp. 494-509, May 2001.
10. A. Y. Goharrizi and N. Sepehri, "A wavelet-based approach to internal seal damage diagnosis in hydraulic actuators," IEEE Trans. Ind. Electron., vol. 57, no. 5, pp. 1755-1763, May 2010.
11. I. Morgan, H. Liu, B. Tormos, and A. Sala, "Detection and diagnosis of incipient faults in heavy-duty diesel engines," IEEE Trans. Ind. Electron., vol. 57, no. 10, pp. 3522-3532, Oct. 2010.
12. X. H. Yao, J. Z. Fu, and Z. C. Chen, "Intelligent fault diagnosis using rough set method and evidence theory for NC machine tools," Int. J. Comput. Integr. Manuf., vol. 22, no. 5, pp. 472-482, May 2009.
13. M. Weng, "Intelligent diagnosis techniques in automotive engines fault based on fuzzy support vector machine," in Proc. APWCS, 2010, pp. 40-43.
14. B. Li, M. Y. Chow, Y. Tipsuwan, and J. C. Hung, "Neural-network- based motor rolling bearing fault diagnosis," IEEE Trans. Ind. Electron., vol. 47, no. 5, pp. 1060-1069, Oct. 2000.
15. M. Bouzid, G. Champenois, N. M. Bellaaj, L. Signac, and K. Jelassi, "An effective neural approach for the automatic location of stator interturn faults in induction motor," IEEE Trans. Ind. Electron., vol. 55, no. 2, pp. 4277-4289, Dec. 2008.
16. S. Grubic, J. M. Aller, B. Lu, and T. G. Habetler, "A survey on testing and monitoring methods for stator insulation systems of low-voltage induction machines focusing on turn insulation problems," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4127-4136, Dec. 2008.
17. G. Tao, X. L. Ma, and S. M. Joshi, "Adaptive state feedback control of systems with actuator failures," Univ. Virginia, Charlottesville, VA, Tech. Rep. UVA-EE-ASC-M-990 701, 1999.
18. M. Hilairet, F. Auger, and E. Berthelot, "Speed and rotor flux estimation of induction machines using a two-stage extended Kalman filter," Automatica, vol. 45, no. 8, pp. 1819-1827, Aug. 2009.
19. M. Hilairet and F. Auger, "Frequency estimation for sensorless control of induction motors," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., Salt Lake City, UT, 2001, vol. 2, pp. 925-928.
20. M. Barut, "Bi input-extended Kalman filter based estimation technique for speed-sensorless control of induction motors," Energy Convers. Manage., vol. 51, no. 10, pp. 2032-2040, Oct. 2010.
21. S. Dan, Optimal state estimatio-Kalman, Hinf, and Nonlinear Approaches. New York: Wiley-Interscience, 2006.
22. R. Patton, P. Frank, and R. Clark, Fault Diagnosis in Dynamic Systems. London, U.K.: Prentice-Hall, 1989.