Deep Convolutional Autoencoder Architecture for Predictive Maintenance Applications

Maintenance of the machinery is a crucial task in industrial production sectors working with machinery. The most important aspect of maintenance is timing. Executing maintenances more frequently or sparsely than the necessary amount causes separate problems resulting with unnecessary expenses or hal...

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Bibliographic Details

Published in:	2022 30th Signal Processing and Communications Applications Conference (SIU) pp. 1 - 4
Main Authors:	Catak, Yigit, Sahin, Kerem, Guney, Osman Berke, Ozkan, Huseyin
Format:	Conference Proceeding
Language:	English Turkish
Published:	IEEE 15.05.2022
Subjects:	Autoencoder Convolution Deep Learning Feature extraction Machinery Predictive Maintenance Production Time Series Processing Timing Training Vibrations
Online Access:	Get full text
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