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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
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Rubenka Bandyopadhyay:

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

2010, ISBN: 3838387147

[EAN: 9783838387147], Neubuch, [PU: LAP LAMBERT Academic Publishing], nach der Bestellung gedruckt Neuware - Printed after ordering - Induction motors are widely used in present day indus… mais…

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Condition Monitoring of Induction Motors - Rubenka Bandyopadhyay
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Rubenka Bandyopadhyay:

Condition Monitoring of Induction Motors - Livro de bolso

ISBN: 9783838387147

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Rubenka Bandyopadhyay:
Condition Monitoring of Induction Motors: Use of Artificial Neural Networks in Fault Diagnosis, By Analysis of Data Collected From Vibration and Current Sensors - Livro de bolso

2010

ISBN: 9783838387147

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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
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Rubenka Bandyopadhyay:
Condition Monitoring of Induction Motors Use of Artificial Neural Networks in fault diagnosis, by analysis of data collected from vibration and current sensors - Livro de bolso

2010, ISBN: 3838387147

[EAN: 9783838387147], Neubuch, [PU: LAP LAMBERT Academic Publishing], New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000., Books

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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 [Soft Cover ] - Bandyopadhyay, Rubenka
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Bandyopadhyay, Rubenka:
Condition Monitoring of Induction Motors: Use of Artificial Neural Networks in fault diagnosis, by analysis of data collected from vibration and current sensors [Soft Cover ] - Livro de bolso

2010, ISBN: 3838387147

[EAN: 9783838387147], Neubuch, [PU: LAP LAMBERT Academic Publishing], Books

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Condition Monitoring of Induction Motors

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 comparative analysis.Data collected from vibration and current sensors were processed and fed as inputs to the ANN. Continuous Wavelet Transform(CWT) and Park's Transform were used for processing. Faults such as bearing fault, broken rotor bar defect and stator winding unbalance faults have been dealt with. A multi-class approach using ANN has been attempted. This book looks into the process by which neural nets may be used to detect faults, which should help researchers,practicing engineers involved in industrial processes using induction motors and anyone else who is interested in using measured parameters in machines, to predict the occurrence and nature of fault.

Dados detalhados do livro - Condition Monitoring of Induction Motors


EAN (ISBN-13): 9783838387147
ISBN (ISBN-10): 3838387147
Livro de capa dura
Livro de bolso
Ano de publicação: 2010
Editor/Editora: LAP LAMBERT Academic Publishing
80 Páginas
Peso: 0,136 kg
Língua: eng/Englisch

Livro na base de dados desde 2009-12-09T05:40:20+00:00 (Lisbon)
Página de detalhes modificada pela última vez em 2023-06-21T15:58:30+01:00 (Lisbon)
Número ISBN/EAN: 9783838387147

Número ISBN - Ortografia alternativa:
3-8383-8714-7, 978-3-8383-8714-7
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: bandyopadhyay, winding
Título do livro: induction motors, analysis neural networks, condition monitoring, artificial condition, vibration monitoring diagnosis, vibration current motor


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