Gearbox Failure Diagnosis Using a Multisensor Data-Fusion Machine-Learning-Based Approach

Gearbox Failure Diagnosis Using a Multisensor Data-Fusion Machine-Learning-Based Approach

Failure detection and diagnosis are of crucial importance for the reliable and safe operation of industrial equipment and systems, while gearbox failures are one of the main factors leading to long-term downtime. Condition-based maintenance addresses this issue using several expert systems for early...

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Bibliographic Details
Main Authors: Houssem Habbouche, Tarak Benkedjouh, Yassine Amirat, Mohamed Benbouzid
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Entropy
Subjects:
diagnosis
gearbox failure
linear predictive coefficients
long short-term memory
mel-frequency cepstral coefficients
convolutional neural network
Online Access:https://www.mdpi.com/1099-4300/23/6/697

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https://www.mdpi.com/1099-4300/23/6/697

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