Sensorless speed estimation in induction motor drives by using the space vector angular fluctuation signal

IET Electric Power Applications

Volumn 2, Issue 2, 2008, Pages 113-120

  Arkan, M ^a  

^a INONU UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

INDUCTION MOTORS; SIGNAL PROCESSING; STATORS; VECTOR QUANTIZATION;

SENSORLESS SPEED ESTIMATION; SPACE VECTOR ANGULAR FLUCTUATION (SVAF);

SPEED CONTROL;

EID: 41549104647     PISSN: 17518660     EISSN: 17518679     Source Type: Journal    
DOI: 10.1049/iet-epa:20070330     Document Type: Article

References (20)

1. Aller, J.M., Habetler, T.G., and Harley, R.G.: et al. ' Sensorless speed measurement of AC machines using analytic wavelet transform ', IEEE Trans. Ind. Appl., 2002, 38, (5), p. 1344-1350 0093-9994
2. Toqeer, R.S., and Bayindir, N.S.: ' Speed estimation of an induction motor using Elman neural network ', Neurocomputing, 2003, 55, p. 727-730 10.1016/S0925-2312(03)00384-9 0925-2312
3. Bharadwaj, R.M., Parlos, G.A., and Toliyat, H.A.: ' Neural speed filtering for sensorless induction motor drives ', Control Eng. Pract., 2004, 12, p. 687-706 10.1016/S0967-0661(03)00170-9 0967-0661
4. Dorrell, D.G., Thomson, W.T., and Roach, S.: ' Analysis of airgap flux, current, and vibration signals as a function of the combination of static and dynamic airgap eccentricity in 3-phase induction motors ', IEEE Trans. Ind. Appl., 1997, 33, (1), p. 24-34 10.1109/28.567073 0093-9994
5. Cameron, J.R., Thomson, W.T., and Dow, A.B.: ' Vibration and current monitoring for detecting airgap eccentricity in large induction motors ', IEE Proc. B, 1986, 133, (3), p. 155-163
6. Kostic-Perovic, D., Arkan, M., and Unsworth, P.J.: ' Induction motor fault detection by space vector angular fluctuation ', IEEE Industry Applications Conf. 34th Annual Meeting, Rome, Italy, October, 2000, 1, p. 388-394
7. Aiello, M., Cataliotti, A., and Nuccio, S.: ' An induction motor speed measurement method based on current harmonic analysis with the chirp-Z transform ', IEEE Trans. Instrum. Meas., 2005, 54, (5), p. 1811-1819 10.1109/TIM.2005. 854246 0018-9456
8. Staines, C.S., Asher, M.G., and Summer, M.: ' Rotor-position estimation for induction machines at zero and low frequency utilizing zero-sequence currents ', IEEE Trans. Ind. Appl., 2006, 42, (1), p. 105-112 10.1109/TIA.2005.861367 0093-9994
9. Ferrah, A., Bradley, K.J., and Hogben-Laing, P.J.: et al. ' A speed identifier for induction motor drives using real-time adaptive digital filtering ', IEEE Trans. Ind. Appl., 1998, 34, (1), p. 156-162 10.1109/28.658741 0093-9994
10. Hurst, K.D., and Habetler, T.G.: ' Sensorless speed measurement using current harmonic spectral estimation in induction machine drives ', IEEE Trans. Power Electron., 1996, 11, (1), p. 66-73 10.1109/63.484418 0885-8993
11. Ferrah, A., Bradley, K.J., and Asher, G.M.: ' An FFT-based novel approach to noninvasive speed measurement in induction motor drives ', IEEE Trans. Instrum. Meas., 1992, 41, (6), p. 797-802 10.1109/19.199410 0018-9456
12. Vas, P.: ' Artificial-intelligence-based electrical machines and drives: application of fuzzy, neural, fuzzy-neural and genetic algorithm based techniques ', (Oxford University Press, 1999)
13. Nandi, S., Ahmed, S., and Toliyat, H.A.: ' Detection of rotor slot and other eccentricity related harmonics in a three phase induction motor with different rotor cages ', IEEE Trans. Energy Convers., 2001, 16, (3), p. 253-260 10.1109/60.937205 0885-8969
14. Hurst, K.D., and Habetler, T.G.: ' A comparison of spectrum estimation techniques for sensorless speed detection in induction machines ', IEEE Trans. Ind. Appl., 1997, 33, (4), p. 898-905 0093-9994
15. Knight, A.M., and Bertani, S.P.: ' Mechanical fault detection in a medium-sized induction motor using stator current monitoring ', IEEE Trans. Energy Convers., 2005, 20, (4), p. 753-760 10.1109/TEC.2005.853731 0885-8969
16. Yang, S.J.: ' Low noise electrical motor ', (Clarendon Press, UK, 1981)
17. Wang, Y.: ' The ZCT method of induction motor failure prediction and speed monitoring ', 1997, PhD, University of Sussex
18. Kostic-Perovic, D.: ' On-line diagnosis of faults in induction motor and pump ', 2000, PhD, University of Sussex
19. Arkan, M., Calis, H., and Tagluk, M.E.: ' Bearing and misalignment fault detection in induction motors by using space vector angular fluctuation signal ', Electr. Eng., 2005, 87, (4), p. 197-206 10.1007/s00202-004-0242-6
20. Arkan, M., Kostic-Perovic, D., and Unsworth, P.J.: ' Modeling and simulation of induction motors with inter-turn fauls for diagnostics ', Electr. Power Syst. Res., 2005, 75, p. 57-66 10.1016/j.epsr.2004.08.015 0378-7796