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Start Over Author "Brian M. de Silva" Publisher american institute of aeronautics and astronautics (aiaa)
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1. Hybrid Learning Approach to Sensor Fault Detection with Flight Test Data

Author

Brian M. de Silva, Steven L. Brunton, Jonathan Jonker, Nathan Hicks, Darren McDonald, Jennifer Klemisch, Nicholas Goebel, J. Nathan Kutz, Jared L. Callaham, and Aleksandr Y. Aravkin

Subjects
LTI system theory, Extended Kalman filter, Real-time computing, Aerospace Engineering, Flight dynamics (spacecraft), Hybrid learning, Focus (optics), Sensor fusion, Fault detection and isolation, Flight test
Abstract

Data-driven algorithms are developed to fully automate sensor fault detection in systems governed by underlying physics, with a particular focus on the flight test setting. The proposed machine lea...

Published
2021
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