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IEEE Transactions on Industrial Electronics· 2018Q1

Deep Convolutional Transfer Learning Network: A New Method for Intelligent Fault Diagnosis of Machines With Unlabeled Data

Liang Guo, Yaguo Lei, Saibo Xing, Tao Yan et al.

Short summary

A novel Deep Convolutional Transfer Learning Network (DCTLN) enables intelligent fault diagnosis for machines using unlabeled data by learning domain-invariant features.

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Field: Control and Systems Engineering

Control and Systems EngineeringEngineering