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Convolutional autoencoder neural network for fault diagnosis with multi-sensor data

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Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Ahead of Print.
With machines in manufacturing industry being automated, complex and intelligent, its monitoring systems are equipped with more and more smart sensors. How to extract useful features from great volume of multi-sensor data become a great challenge to the ...