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Condition Monitoring of Induction Motors: Use of Artificial Neural Networks in fault diagnosis, by analysis of data collected from vibration and current sensors

Rubenka Bandyopadhyay




[PDF.tt09] Condition Monitoring of Induction Motors: Use of Artificial Neural Networks in fault diagnosis, by analysis of data collected from vibration and current sensors

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 | #8313797 in Books |  2010-07-22 | Original language:English | PDF # 1 |  8.66 x.19 x5.91l,.28 | File type: PDF | 80 pages

||About the Author|B.Tech(Electrical Engineering):Netaji Subhash Engineering College, Kolkata, India. Graduate Student -Duke University, USA. Area of interest: Signal Processing.

Induction motors are widely used in present day industries, on account of its ruggedness,low cost and easy speed control.Condition monitoring of induction motors-the process by which certain parameters are continuously observed and analyzed for early fault detection,has become a vital part of machine maintenance.In this work,Artificial Neural Networks(ANNs)have been used for condition monitoring of 3-phase induction motors.RBF and FFBP neural nets were used for c...

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