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IEEE Transactions on Industrial Electronics· 2016Q1

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

Türker İnce, Serkan Kıranyaz, Levent Eren, Murat Aşkar et al.

Short summary

A 1D convolutional neural network (CNN) directly processes raw motor signals for real-time fault detection, fusing feature extraction and classification into a single learning process.

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Field: Control and Systems Engineering

Control and Systems EngineeringEngineering