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

Figure 3

Illustrative plot for the fault injection. Black lines denote clean states from real flight/simulation, and red lines denote the fault-injected data. The FD scheme is expected to detect the different fault cases (blue thick line) based on available data measurements and proper DNN operations.