Vibration-based multi-fault diagnosis for centrifugal pumps

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Vibration-based multi-fault diagnosis for centrifugal pumps

The thesis proposes a new method for vibration fault diagnosis of centrifugal pumps by combining statistical features, Symlet Wavelet transform, Principal Component Analysis and k-Nearest Neighbors. Six statistical features were extracted from the low frequency part of wavelet decomposition which wa...

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Bibliographic Details
Main Author:	Kamiel, Berli Paripurna
Format:	Thesis
Language:	English
Published:	Curtin University 2015
Online Access:	http://hdl.handle.net/20.500.11937/1532

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