Lubrication regime identification in rolling bearings using local mean decomposition and Stribeck-correlated machine learning
Published online on July 30, 2026
Abstract
Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering, Ahead of Print.
In this article, a physics-based vibro-acoustic method is presented that correlates the physics model (lubrication regime λ), based on the Dowson–Higginson model, with non-stationary time-frequency features (local mean decomposition). A SKF NJ 307 ECP ...
In this article, a physics-based vibro-acoustic method is presented that correlates the physics model (lubrication regime λ), based on the Dowson–Higginson model, with non-stationary time-frequency features (local mean decomposition). A SKF NJ 307 ECP ...