Artificial Neural Network for the Clustering of Vibration Signals for Condition Monitoring of Rotating Machines

Artificial Neural Network for the Clustering of Vibration Signals for Condition Monitoring of Rotating Machines

Vibration analysis is commonly used to provide valuable insights into the condition of a machine, which is crucial for ensuring reliability and reducing maintenance costs. However, analysis of vibration signals using artificial neural network (ANN) is mostly via development of classification models...

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Bibliographic Details
Main Authors: Eyere Emagbetere, Samson Uwatse, Omonzokpia Goerge Okoidigun
Format: Article
Language:English
Published: College of Engineering of Afe Babalola University, Ado-Ekiti (ABUAD), Ekiti State, Nigeria 2025-01-01
Series:ABUAD Journal of Engineering Research and Development
Subjects:
ANN
Data Mining
Unsupervised Learning
Data Clustering
Predictive Maintenance
Online Access:https://journals.abuad.edu.ng/index.php/ajerd/article/view/949
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