Intelligent Diagnosis of Rolling Element Bearings Under Various Operating Conditions Using an Enhanced Envelope Technique and Transfer Learning

Rolling element bearings (REBs) are vital in rotating machinery, making fault detection essential for optimal performance and system reliability. This study assesses the effectiveness of a simple convolutional neural network (SCNN) and a transfer learning-based convolutional neural network (TL-CNN)...

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Bibliographic Details

Published in:	Machines
Main Authors:	Ali Davoodabadi, Mehdi Behzad, Hesam Addin Arghand, Somaye Mohammadi, Len Gelman
Format:	Article
Language:	English
Published:	MDPI AG 2025-04-01
Subjects:	condition monitoring intelligent fault diagnosis rolling element bearings convolutional neural network transfer learning vibration analysis
Online Access:	https://www.mdpi.com/2075-1702/13/5/351