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IEEE Transactions on Industrial Electronics· 2017Q1

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

Long Wen, Xinyu Li, Liang Gao, Yuyan Zhang

Short summary

A novel Convolutional Neural Network (CNN) method automatically extracts fault features from 2-D images of industrial signals, eliminating the need for expert-defined features.

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Field: Control and Systems Engineering

Control and Systems EngineeringEngineering