Fan Li

A Data-Driven Framework for Planetary Winch Reducer Noise Prediction via Feature Selection and Residual Compensation

Accurate reducer noise prediction is essential for condition monitoring and predictive maintenance of mechanical transmission systems. However, the strong nonlinear coupling between operating conditions and noise responses, together with measurement uncertainties, remains a major challenge for data-driven prediction me...