Intelligent Fault Diagnosis of Manufacturing Processes Using Extra Tree Classification Algorithm and Feature Selection Strategies

Intelligent Fault Diagnosis of Manufacturing Processes Using Extra Tree Classification Algorithm and Feature Selection Strategies

Fault diagnosis is integral to maintenance practices, ensuring optimal machinery functionality. While traditional methods relied on human expertise, intelligent fault diagnosis techniques, propelled by machine learning (ML) advancements, now offer automated fault identification. Despite their effici...

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Bibliographic Details
Main Authors: Sina Yousefi, Shen Yin, Muhammad Gibran Alfarizi
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Open Journal of the Industrial Electronics Society
Subjects:
Deep learning
fault identification
intelligent fault diagnosis (IFD)
machine learning (ML)
machines
Online Access:https://ieeexplore.ieee.org/document/10323174/

Internet

https://ieeexplore.ieee.org/document/10323174/

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