07 - Systems, Subsystems and Equipment
MECHANISM-DATA FUSION MODELING METHOD FOR AEROSPACE ELECTROMECHANICAL ACTUATION SYSTEMS
T.Q. Yang¹, J. Fu¹, S. Guan¹, J. Pan², C.F. Yao², H.L. Qu²; ¹Beihang University, China ;²AVIC Xi'an Flight Automatic Control Research Institute, China
This study develops a mechanism-data fusion model for aerospace electromechanical actuators to overcome the limitations of traditional modeling. It integrates a high-fidelity physical model with a deep learning-based compensator trained on data from a dedicated test bench, creating a high-accuracy digital model for system analysis and control validation.