Aero Engine Gas-Path Fault Diagnose Based on Multimodal Deep Neural Networks

Table 3

Comparison of the performance without and with .

Dataset	BPNN	CNN	Multimodal results
			Without	With
Chlor.Conc	0.991	0.993	0.999	0.999
Cinc_ECG	0.958	0.996	1.00	1.00
Dist.phal.O.C	0.835	0.858	0.858	0.864
ECGFivedays	0.983	1.00	1.00	1.00
yoga	0.931	0.926	0.939	0.941
Type A	0.9598	0.9489	0.9621	0.9627
Type B	0.9818	0.9771	0.9843	0.9864