Augmented Imagefication: A Data-driven Fault Detection Method for Aircraft Air Data Sensors. (arXiv:2206.09055v2 [cs.CV] UPDATED)

In this paper, a novel data-driven approach named Augmented Imagefication for
Fault detection (FD) of aircraft air data sensors (ADS) is proposed.
Exemplifying the FD problem of aircraft air data sensors, an online FD scheme
on edge device based on deep neural network (DNN) is developed. First, the
aircraft inertial reference unit measurements is adopted as equivalent inputs,
which is scalable to different aircraft/flight cases. Data associated with 6
different aircraft/flight conditions are collected to provide diversity
(scalability) in the …

aircraft arxiv cv data data-driven detection sensors