Fault diagnosis of wind turbine gearboxes using SABO-optimised VMD and CNN-SVM integrated model
Transactions of the Institute of Measurement and Control
Published online on August 06, 2026
Abstract
Transactions of the Institute of Measurement and Control, Ahead of Print.
Aiming at the problems of wind turbine gearbox vibration signals with multi-frequency characteristics, difficulties in fault feature extraction and insufficient generalisation ability of traditional diagnostic models. In this study, a gearbox fault ...
Aiming at the problems of wind turbine gearbox vibration signals with multi-frequency characteristics, difficulties in fault feature extraction and insufficient generalisation ability of traditional diagnostic models. In this study, a gearbox fault ...