MP-ResNet: A dual-rotor system vibration source localization method based on parallel attention mechanism and residual neural network collaboration

Li Shen, Jing Tian, Cai Wang, Fengling Zhang, Yanting Ai, Renzhen Chen, Liaoning Key Laboratory of Advanced Test Technology for Aeronautical Propulsion System, Shenyang Aerospace University, TaiHang National Laboratory

Journal of Vibration and Control

Published online on December 27, 2025

Abstract

Journal of Vibration and Control, Ahead of Print.
Vibration source localization in dual-rotor aero-engine systems presents significant challenges due to complex coupling effects and interference patterns between rotating components. To address these challenges, a novel MP-ResNet neural network model is ...