03.3 - Basic Fluid Dynamics and Flow Control
FAULT DIAGNOSIS AND TOLERANCE SYSTEM OF FLIGHT STATE PERCEPTION MODEL BASED ON MACHINE LEARNING FOR CO-FLOW JET AIRFOIL
Y.-R. Zhao, China; B.-G. Mi, China; H. Zhan, China; H.-Y. Xu, China
A flight state perception model for CFJ airfoil has been developed using DNNs. To enhance robustness, a fault diagnosis method using random forest classification algorithm is proposed. A fault diagnosis and tolerance system for CFJ airfoil’s flight state perception model is constructed, ensuring accurate prediction even with pressure measurement point malfunctions.