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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Vydané v:	2022 30th Signal Processing and Communications Applications Conference (SIU) s. 1 - 4
Hlavní autori:	Catak, Yigit, Sahin, Kerem, Guney, Osman Berke, Ozkan, Huseyin
Médium:	Konferenčný príspevok..
Jazyk:	English Turkish
Vydavateľské údaje:	IEEE 15.05.2022
Predmet:	Autoencoder Convolution Deep Learning Feature extraction Machinery Predictive Maintenance Production Time Series Processing Timing Training Vibrations
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