Zuo Wang

Real-time stress field prediction of planetary gears based on POD model order reduction and deep residual networks

To overcome the high computational cost of finite element simulations for planetary gear stress fields under complex operating conditions, this paper proposes a fast prediction method combining Proper Orthogonal Decomposition (POD) and a Deep Residual Network (Res-DNN). High-fidelity stress snapshots under angular velo...