Effective Sensor Selection and Data Anomaly Detection for Condition Monitoring of Aircraft Engines

Effective Sensor Selection and Data Anomaly Detection for Condition Monitoring of Aircraft Engines

In a complex system, condition monitoring (CM) can collect the system working status. The condition is mainly sensed by the pre-deployed sensors in/on the system. Most existing works study how to utilize the condition information to predict the upcoming anomalies, faults, or failures. There is also...

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Bibliographic Details
Main Authors: Liansheng Liu, Datong Liu, Yujie Zhang, Yu Peng
Format: Article
Language:English
Published: MDPI AG 2016-04-01
Series:Sensors
Subjects:
condition monitoring
sensor selection
anomaly detection
mutual information
Gaussian Process Regression
Online Access:http://www.mdpi.com/1424-8220/16/5/623

Internet

http://www.mdpi.com/1424-8220/16/5/623

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