Robust Data-Driven Fault Detection: An Application to Aircraft Air Data Sensors

Fault detection (FD) is important for health monitoring and safe operation of dynamical systems. Previous studies use model-based approaches which are sensitive to system specifics, attenuating the robustness. Data-driven methods have claimed accurate performances which scale well to different cases...

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Bibliographic Details
Main Authors: Yunmei Zhao, Hang Zhao, Jianliang Ai, Yiqun Dong
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:International Journal of Aerospace Engineering
Online Access:http://dx.doi.org/10.1155/2022/2918458
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