Research on Anomaly Detection of Civil Aircraft Hydraulic System Based on Multivariate Monitoring Data

The hydraulic system is one of the most important systems of an aircraft, and the stainability and reliability of this complex dynamical system directly affect operation and safety. To secure normal operation of the hydraulic system and to assure successful missions, accurate health monitoring, rapi...

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Veröffentlicht in:	Conference record (1995) - Autotestcon S. 1 - 6
Hauptverfasser:	Yan, Hongsheng, Zuo, Hongfu, Sun, Jianzhong, Gao, Ningyu, Wang, Fangyuan
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.08.2019
Schlagworte:	Aircraft Anomaly detection Atmospheric modeling Autoencoders Data models Hydraulic system Hydraulic systems Monitoring Multivariate monitoring data Time measurement Time series analysis Training Unsupervised autoencoder model
ISSN:	1558-4550
Online-Zugang:	Volltext
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