Wavelet transform and neural network techniques for inter-turn short circuit diagnosis and location in induction motor

Asfani DA, Muhammad AK, Yafaruddin S, Purnomo MH, Hiyama T (2012) Temporary short circuit detection in induction motor winding using combination of wavelet transform and neural network. Expert Syst Appl 39:5367–5375

Bachir S, Tnani S, Trigeassou JC, Champenois G (2006) Diagnosis by parameter estimation of stator and rotor faults occurring in induction machines. IEEE Trans Ind Electron 53(3):963–973

Bouzid MBK, Champenois G, Bellaaj NM, Signac L, Jelassi K (2008) An effective neural approach for the automatic location of stator inter turn faults in induction motor. IEEE Trans Ind Electron 55(12):4277–4289

Bouzida A, Touhami O, Ibtiouen R, Belouchrani A, Fadel M, Rezzoug A (2011) Fault diagnosis in industrial induction machines through discrete wavelet transform. IEEE Trans Ind Electron 58(9):4385–4395

Ceban A, Pusca R, Romary R (2012) Study of rotor faults in induction motors using external magnetic field analysis. IEEE Trans Ind Electron 59(5):2082–2093

Das S, Purkait P, Chakravorti S (2012) Separating induction motor current signature for stator winding faults from that due to supply voltage unbalances. In: Proceeding of IEEE ICPEN ʼ12, pp 1–6

Dash RN, Subudhi B, Das S (2010) Induction motor stator inter-turn fault detection using wavelet transform technique. In: Proceeding of IEEE ICIISʼ10, pp 436–441

Gaeid KS, Ping HW (2011) Wavelet fault diagnosis and tolerant of induction motor: review. Int J Phys Sci 6(3):358–376

Ghate VN, Dudul SV (2010) Optimal MLP neural network classifier for fault detection of three phase induction motor. Expert Syst Appl 37:3468–3481

Jawadekar AU, Dhole G, Paraskar S (2011) Novel wavelet ANN technique to classify inter turn fault in three phase induction motor. Int J Adv Technol 2(2):319–330

Kowalski CT, Orlowska-Kowalska T (2003) Neural networks application for induction motor faults diagnosis. Math Comput Simul 63:435–448

Lai C, Balamurali A, Bousaba V, Iyer KLV, Kar NC (2014) Analysis of stator winding inter-turn short-circuit fault in interior and surface mounted permanent magnet traction machines. In: Proceeding of IEEE ITECʼ14, pp 1–6

Menacer A, Kechida R, Champenois G, Tnani S (2011) Application of the Fourier and the wavelet transform for the fault detection in induction motors at the startup electromagnetic torque. In: Proceeding of IEEE SDEMPEDʼ11, pp 5–8

Mohanty AR, Kar C (2006) Fault detection in a multistage gearbox by demodulation of motor current waveform. IEEE Trans Ind Electron 53(4):1285–1297

Siddiqui KM, Sahay K, Giri VK (2014) Health monitoring and fault diagnosis in induction motor-a review. Int J Adv Res Electr Electron Instrum Eng 3:6549–6565

Talhaoui H, Menacer A, Kessal A, Kechida R (2014) Fast Fourier and discrete wavelet transforms applied to sensor less vector control induction motor for rotor bar faults diagnosis. ISA Trans 53:1639–1649