Residual Error Based Anomaly Detection Using Auto-Encoder in SMD Machine Sound

Detecting an anomaly or an abnormal situation from given noise is highly useful in an environment where constantly verifying and monitoring a machine is required. As deep learning algorithms are further developed, current studies have focused on this problem. However, there are too many variables to...

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Bibliographic Details
Main Authors: Dong Yul Oh, Il Dong Yun
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Sensors
Subjects:
SMD
Online Access:http://www.mdpi.com/1424-8220/18/5/1308