Condition monitoring with vibration signals : compressive sampling and learning algorithms for rotating machines

"This book attempts to outline the complete guide from the basics of rotating machine to the generation of knowledge using vibration signals. It is provided with an introduction to rotating machine and vibration signals produced from it at a level which can be easily understood by readers such...

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Bibliographic Details
Main Authors: Ahmed, Hosameldin, 1976- (Author), Nandi, Asoke Kumar, (Author)
Format: eBook
Language: English
Published: Hoboken, NJ, USA : John Wiley & Sons, Inc., 2020.
Subjects:
rotační stroje
vibrace
rotary machines
vibration
elektronické knihy
monografie
electronic books
monographs
ISBN: 9781119544678
9781119544647
9781119544630
9781119544623
Physical Description: 1 online zdroj

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Table of contents

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080 |a (0.034.2:08  |2 MRF 
080 |a (048.8)  |2 MRF 
100 1 |a Ahmed, Hosameldin,  |d 1976-  |e author. 
245 1 0 |a Condition monitoring with vibration signals :  |b compressive sampling and learning algorithms for rotating machines /  |c Hosameldin Ahmed and Asoke K. Nandi. 
264 1 |a Hoboken, NJ, USA :  |b John Wiley & Sons, Inc.,  |c 2020. 
264 4 |c ©2020 
300 |a 1 online zdroj 
336 |a text  |b txt  |2 rdacontent 
337 |a počítač  |b c  |2 rdamedia 
338 |a online zdroj  |b cr  |2 rdacarrier 
504 |a Obsahuje bibliografické odkazy a index. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a "This book attempts to outline the complete guide from the basics of rotating machine to the generation of knowledge using vibration signals. It is provided with an introduction to rotating machine and vibration signals produced from it at a level which can be easily understood by readers such as post-graduate students, researchers, and practicing engineers. The introduction helps those readers to get introduced to the basic knowledge needed to appreciate the specific application of the methods in this book. Based on the stages of machine condition monitoring framework and the aim to design an effective technique for fault detection and classification of rotating machine, a major part of the book will cover various feature extraction, feature selection, and classification methods as well as their applications to machine vibration datasets. Moreover, this book presents new methods including machine learning and compressive sampling. These offer significant improvements in accuracy with reduced computational costs. It is important that these are made available to all researchers as well as practitioners and new people coming into this field to help improve safety, reliability, and performance"- Resumé vydavatel 
590 |a John Wiley and Sons  |b Wiley Online Library All Obooks 
650 0 7 |a rotační stroje  |7 ph412815  |2 czenas 
650 0 7 |a vibrace  |7 ph127091  |2 czenas 
650 0 9 |a rotary machines  |2 eczenas 
650 0 9 |a vibration  |2 eczenas 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 7 |a monografie  |7 fd132842  |2 czenas 
655 9 |a electronic books  |2 eczenas 
655 9 |a monographs  |2 eczenas 
700 1 |a Nandi, Asoke Kumar,  |e author. 
776 0 8 |i Print version:  |a Nandi, Asoke Kumar.  |t Condition monitoring with vibration signals.  |d Hoboken, NJ, USA : Wiley-IEEE Press, 2019  |z 9781119544623  |w (DLC) 2019024456 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://onlinelibrary.wiley.com/doi/book/10.1002/9781119544678  |y Plný text 
942 |2 udc 
992 |c EBOOK-TN  |c WILEY 
993 |x NEPOSILAT  |y EIZ 

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