Open access
Jul 2026
Rotor Imbalance Classification in Wind Turbines Using Multichannel Vibration Analysis and a DWT–LDA Framework
A machine learning-based methodology for fault classification that combines Discrete Wavelet Transform for time–frequency feature extraction with Linear Discriminant Analysis (LDA) for dimensionality reduction within a structured processing pipeline is proposed.
Oscar H. Sierra-Herrera, Mario Eduardo González Niño, Carlos-Eduardo Pinto-Salamanca et al.
· Modelling · 0 citations