Self-organizing map approach for classification of mechanical and rotor faults on induction motors
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Software
Link
http://link.springer.com/content/pdf/10.1007/s00521-012-1255-0.pdf
Reference21 articles.
1. Bellini A, Filippetti F, Tassoni C, Capolino GA (2008) Advances in diagnostic techniques for induction machines. IEEE Trans Ind Electron 55:4109–4126
2. Filippetti F, Franceschini G, Tassoni C, Vas P (2000) Recent developments of induction motor drives fault diagnosis using AI techniques. IEEE Trans Ind Electron 47(5):994–1004
3. Penman J, Yin CM (1994) Feasibility of using unsupervised learning, artificial neural networks for the condition monitoring of electrical machines. IEE Proc Electr Power Appl 141(6):317–322
4. Zhong F, Shi T, He T (2005) Fault diagnosis of motor bearing using self-organizing maps. Electr Mach Syst ICEMS 3:2411–2414
5. Salles G, Filippetti F, Tassoni C, Grellet G, Franceschini G (2002) Monitoring of induction motor load by neural network techniques. IEEE Trans Power Electron 15(4):762–768
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