Detection and isolation of speed-, DC-link voltage-, and current-sensor faults based on an adaptive observer in induction-motor drives

IEEE Transactions on Industrial Electronics

Volumn 58, Issue 5, 2011, Pages 1662-1672

  Najafabadi, Tooraj Abbasian ^a   Salmasi, Farzad R ^a   Jabehdar Maralani, Parviz ^a  

^a UNIVERSITY OF TEHRAN   (Iran)

Author keywords

AC motors; adaptive observers; current measurement; fault diagnosis; induction motor drives; inverters; Lyapunov methods; parameter estimation; programmable logic devices; sensors

Indexed keywords

ADAPTIVE OBSERVERS; CURRENT MEASUREMENTS; FAULT DIAGNOSIS; INDUCTION-MOTOR DRIVES; INVERTERS; LYAPUNOV; PROGRAMMABLE LOGIC DEVICES;

AC GENERATOR MOTORS; AC MOTORS; DECISION MAKING; ELECTRIC CURRENT MEASUREMENT; ELECTRIC DRIVES; ELECTRIC FAULT CURRENTS; FAULT DETECTION; INDUCTION MOTORS; LOGIC DEVICES; LYAPUNOV METHODS; PROGRAMMABLE LOGIC CONTROLLERS; ROTORS; SENSORS;

PARAMETER ESTIMATION;

EID: 79954458303     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2010.2055775     Document Type: Article

References (25)

1. A. Lebaroud and G. Clerc, "Classification of induction machine faults by optimal time-frequency representations," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4290-4298, Dec. 2008.
2. C. Kral, F. Pirker, G. Pascoli, and H. Kapeller, "Robust rotor fault detection by means of the Vienna monitoring method and a parameter tracking technique," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4229-4237, Dec. 2008.
3. L. Frosini and E. Bassi, "Stator current and motor efficiency as indicators of different types of bearing faults in the induction motors," IEEE Trans. Ind. Electron., vol. 57, no. 1, pp. 244-251, Jan. 2010.
4. A. M. da Silva, R. J. Povinelli, and N. A. O. Demerdash, "Induction machine broken bar and stator short-circuit fault diagnostics based on three-phase stator current envelopes," IEEE Trans. Ind. Electron., vol. 55, no. 3, pp. 1310-1318, Mar. 2008. (Pubitemid 351447572)
5. F. Zidani, D. Diallo, M. E. H. Benbouzid, and R. Nait-Said, "A fuzzybased approach for the diagnosis of fault modes in a voltage-fed PWM inverter induction motor drive," IEEE Trans. Ind. Electron., vol. 55, no. 2, pp. 586-593, Feb. 2008. (Pubitemid 351344232)
6. A. Siddique, G. S. Yadava, and B. Singh, "A review of stator fault monitoring techniques of induction motors," IEEE Trans. Energy Convers., vol. 20, no. 1, pp. 106-114, Mar. 2005. (Pubitemid 40377529)
7. J. Klima, "Time and frequency domain analysis of fault-tolerant space vector PWM VSI-fed induction motor drive," Proc. Inst. Elect. Eng.-Electr. Power Appl., vol. 152, no. 4, pp. 765-774, Jul. 2005. (Pubitemid 41067892)
8. R. Romary, S. Jelassi, and J. F. Brudny, "Stator-interlaminar-fault detection using an external-flux-density sensor," IEEE Trans. Ind. Electron., vol. 57, no. 1, pp. 237-243, Jan. 2010.
9. W. Sleszynski, J. Nieznanski, and A. Cichowski, "Open-transistor fault diagnostics in voltage-source inverters by analyzing the load currents," IEEE Trans. Ind. Electron., vol. 56, no. 11, pp. 4681-4688, Nov. 2009.
10. Z. Sun, J. Wang, G. W. Jewell, and D. Howe, "Enhanced optimal torque control of fault-tolerant PM machine under flux-weakening operation," IEEE Trans. Ind. Electron., vol. 57, no. 1, pp. 344-353, Jan. 2010.
11. A. Bellini, F. Filippetti, C. Tassoni, and G.-A. Capolino, "Advances in diagnostic techniques for induction machines," IEEE Trans. Ind. Electron., vol. 55, no. 12, pp. 4109-4126, Dec. 2008.
12. S. N. Vukosavic and A. M. Stankovic, "Sensorless induction motor drive with a single DC-link current sensor and instantaneous active and reactive power feedback," IEEE Trans. Ind. Electron., vol. 48, no. 1, pp. 195-204, Feb. 2001. (Pubitemid 32271133)
13. D. Diallo, M. E. H. Benbouzid, and A. Makouf, "A fault-tolerant control architecture for induction motor drives in automotive applications," IEEE Trans. Veh. Technol., vol. 53, no. 6, pp. 1847-1855, Nov. 2004.
14. O. Wallmark, L. Harnefors, and O. Carlson, "Control algorithms for a fault-tolerant PMSM drive," IEEE Trans. Ind. Electron., vol. 54, no. 4, pp. 1973-1980, Aug. 2007. (Pubitemid 47271270)
15. X.-G. Yan and C. Edwards, "Adaptive sling-mode-observer-based fault reconstruction for nonlinear systems with parametric uncertainties," IEEE Trans. Ind. Electron., vol. 55, no. 11, pp. 4029-4036, Nov. 2008.
16. W. Zhu, "Automatic sensor fault diagnosis and controller reconfiguration for induction motor drive sensor fault tolerance," Ph.D. dissertation, Univ. Missouri, Rolla, 2004.
17. K. Rothenhagen and F. W. Fuchs, "Current sensor fault detection, isolation, and reconfiguration for doubly fed induction generators," IEEE Trans. Ind. Electron., vol. 56, no. 10, pp. 4239-4245, Oct. 2009.
18. F. R. Salmasi, T. A. Najafabadi, and P. J. Maralani, "An adaptive flux observer with online estimation of DC-link voltage and rotor resistance for VSI-based induction motors," IEEE Trans. Power Electron., vol. 25, no. 5, pp. 1310-1319, May 2010.
19. M. E. H. Benbouzid, D. Dialla, and M. Zeraouila, "Advanced faulttolerant control of induction motor drives for EV/HEV traction applications: From conventional to modern and intelligent techniques," IEEE Trans. Veh. Technol., vol. 56, no. 2, pp. 519-528, Mar. 2007. (Pubitemid 46562925)
20. K. Rothenhagen and F.W. Fuchs, "Doubly fed induction generator modelbased sensor fault detection and control loop reconfiguration," IEEE Trans. Ind. Electron., vol. 56, no. 10, pp. 4229-4238, Oct. 2009.
21. R. Marino, S. Peresada, and P. Tomei, "On-line stator and rotor resistance estimation for induction motors," IEEE Trans. Control Syst. Technol., vol. 8, no. 3, pp. 570-579, May 2000.
22. A. B. Proca and A. Keyhani, "Sliding-mode flux observer with online rotor parameter estimation for induction motors," IEEE Trans. Ind. Electron., vol. 54, no. 2, pp. 716-723, Apr. 2007. (Pubitemid 46523126)
23. K. Ide, J.-I. Ha, and M. Sawamura, "A hybrid speed estimator of flux observer for induction motor drives," IEEE Trans. Ind. Electron., vol. 53, no. 1, pp. 130-137, Feb. 2006. (Pubitemid 43245281)
24. P. Vaclavek and P. Blaha, "Lyapunov-function-based flux and speed observer for AC induction motor sensorless control and parameters estimation," IEEE Trans. Ind. Electron., vol. 53, no. 1, pp. 138-145, Feb. 2006. (Pubitemid 43245282)
25. E. Laroche, E. Sedda, and C. Durieu, "Methodological insights for online estimation of induction motor parameters," IEEE Trans. Control Syst. Technol., vol. 16, no. 5, pp. 1021-1028, Sep. 2008.