Fault diagnosis of a centrifugal pump using MLP-GABP and SVM with CWT

This paper presents a comparative study of Multilayer Feedforward Perceptron Neural Network which is trained with Back Propagation (MLP-BP) and also using hybrid training using Genetic Algorithm (GA) (MLP-GABP), and Support Vector Machine (SVM) classifiers to classify the fault conditions of a centr...

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Bibliographic Details

Published in:	Engineering Science and Technology, an International Journal
Main Authors:	Maamar Ali Saud ALTobi, Geraint Bevan, Peter Wallace, David Harrison, K.P. Ramachandran
Format:	Article
Language:	English
Published:	Elsevier 2019-06-01
Online Access:	http://www.sciencedirect.com/science/article/pii/S2215098618302593