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

Figure 6

DNN-full; this “full” architecture adopts both CNN and LSTM operations for all variables that relate to the ADS evolution. CNN kernel size, filter numbers, LSTM nodes, and fully connection (FC) layers are specified directly following [50, 51]. Conv: convolutional; MP: max-pooling; FL: flatten.