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Author

Li-Yong Wang

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Sep 2026

Evolutionary characteristics of fretting wear behaviour in stainless-steel materials for vehicle drivetrain systems

This study aims to clarify the coupled evolution of frictional hysteresis, energy dissipation, contact stiffness and surface damage in self-mated SS304 rough flat-on-flat fretting contacts. Self-mated SS304 specimens are tested at five durations. Hysteresis loops, dissipated energy, coefficient of friction (...

Jian-Peng Wu, Sanhu Su, Wen-Ya Shu et al. · 0 citations
Sep 2026

A self-adaptive PINN for hidden-state degradation feature learning and remaining useful life prediction of wet friction components

Wet friction components serve as critical elements in clutch systems for powertrain and torque regulation, and their remaining useful life (RUL) prediction is of great significance for ensuring the reliable operation of transmission systems. Traditional data-driven methods fall short in fully characterizing the under...

Jian-Peng Wu, Sanhu Su, He-Yan Li et al. · 0 citations

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