A flexible algorithm for fault diagnosis in a centrifugal pump with corrupted data and noise based on ANN and support vector machine with hyper-parameters optimization-Reference-Cited by-同舟云学术

A flexible algorithm for fault diagnosis in a centrifugal pump with corrupted data and noise based on ANN and support vector machine with hyper-parameters optimization

Published:2013-03 Issue:3 Volume:13 Page:1478-1485
ISSN:1568-4946
Container-title:Applied Soft Computing
language:en
Short-container-title:Applied Soft Computing

Author:

Azadeh A.,Saberi M.,Kazem A.,Ebrahimipour V.,Nourmohammadzadeh A.,Saberi Z.

Publisher

Elsevier BV

Subject

Software

Reference35 articles.

1. Application of artificial neural networks to the condition monitoring and diagnosis of a combined heat and power plant;Fast;Energy,2010

2. Pictorial analysis: a multi-resolution data visualization approach for monitoring and diagnosis of complex systems;Grishin;Journal of Information Sciences,2003

3. Artificial neural network approach for fault detection in rotary system;Rajakarunakaran;Applied Soft Computing,2008

4. The Nature of Statistical Learning Theory;Vapnik,1995

5. Artificial neural networks and support vector machines with genetic algorithm for bearing fault detection;Samanta;Engineering Applications of Artificial Intelligence,2003

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