Author

J. Lin

2 papers indexed here

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Open access Aug 2026

Wear Prediction of Cylindrical Gears Based on Deep Neural Networks

Gears serve as core transmission components, and their wear evolution directly affects equipment stability and service life under long-duration complex loading. Especially under complex loading and long-term service conditions, the tooth surface topography undergoes continuous evolution. However, traditional wear predi...

Jia-Chun Lin, Xudong Zhao, Huijun Yue et al. · Lubricants · 0 citations

Review Open access Aug 2026

A Review of Gear Wear and Transmission System Dynamics: Coupling Mechanisms, Influencing Factors, and Profile Modification Strategies

Gear wear is a tribological surface damage process caused by contact loading and relative motion between meshing tooth flanks. It involves progressive material removal or transfer, changes tooth-flank topography, and consequently affects contact conditions, mesh stiffness, transmission error, and dynamic response. This...

Wei-Chao Liu, Huijun Yue, Yaoting Wu et al. · Lubricants · 0 citations