Special Issue “Advances in Machine Learning and Deep Learning Based Machine Fault Diagnosis and Prognosis”

Fault diagnosis and failure prognosis aim to reduce downtime of the systems and to optimise their performance by replacing preventive and corrective maintenance strategies with predictive or conditional ones [...]

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Bibliographic Details
Published in:Processes Vol. 9; no. 3; p. 532
Main Authors: Djeziri, Mohand, Bendahan, Marc
Format: Journal Article
Language:English
Published: Basel MDPI AG 01.01.2021
MDPI
Subjects:
Algorithms
Artificial neural networks
Back propagation
Back propagation networks
Case studies
Classification
Computer Science
Conflicts of interest
Data processing
Deep learning
Fault diagnosis
Feature extraction
Feature selection
Hydraulic equipment
Induction motors
Learning algorithms
Machine Learning
Neural networks
Optimization
Performance evaluation
Prognosis
Radial basis function
Throttles
Wavelet transforms
ISSN:2227-9717, 2227-9717
Online Access:Get full text
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Description
Summary:Fault diagnosis and failure prognosis aim to reduce downtime of the systems and to optimise their performance by replacing preventive and corrective maintenance strategies with predictive or conditional ones [...]
Bibliography:SourceType-Scholarly Journals-1
content type line 14
ObjectType-Editorial-2
ObjectType-Commentary-1
ISSN:2227-9717
2227-9717
DOI:10.3390/pr9030532