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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Veröffentlicht in:	2022 30th Signal Processing and Communications Applications Conference (SIU) S. 1 - 4
Hauptverfasser:	Catak, Yigit, Sahin, Kerem, Guney, Osman Berke, Ozkan, Huseyin
Format:	Tagungsbericht
Sprache:	Englisch Türkisch
Veröffentlicht:	IEEE 15.05.2022
Schlagworte:	Autoencoder Convolution Deep Learning Feature extraction Machinery Predictive Maintenance Production Time Series Processing Timing Training Vibrations
Online-Zugang:	Volltext
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