Physics-informed machine learning for sensor fault detection with flight test data

Brian M. de Silva, Jared Callaham, Jonathan Jonker +7

We develop data-driven algorithms to fully automate sensor fault detection in systems governed by underlying physics. The proposed machine learning method uses a time series of typ…