Unsupervised Method Based on Adversarial Domain Adaptation for Bearing Fault Diagnosis

This paper contributes to improving a bottleneck residual block-based feature extractor as a set of layers for transforming raw data into features for classification. This structure is utilized to avoid the issues of the deep learning network, such as overfitting problems and low computational effic...

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Bibliographic Details
Main Authors: Yao Li, Rui Yang, Hongshu Wang
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/12/7157