Detecting Anomalies of Satellite Power Subsystem via Stage-Training Denoising Autoencoders

Satellite telemetry data contains satellite status information, and ground-monitoring personnel need to promptly detect satellite anomalies from these data. This paper takes the satellite power subsystem as an example and presents a reliable anomaly detection method. Due to the lack of abnormal data...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Weihua Jin, Bo Sun, Zhidong Li, Shijie Zhang, Zhonggui Chen
Format:	Article
Language:	English
Published:	MDPI AG 2019-07-01
Subjects:	satellite power subsystem anomaly detection stage-training denoising autoencoder
Online Access:	https://www.mdpi.com/1424-8220/19/14/3216