Fault diagnosis of wind turbine gears based on OCSSA-VMD and WOA-CNN-BiLSTM

H Liu, Z Wang, J Gong, L Kou, Y Xu - Engineering Research …, 2024 - iopscience.iop.org
The accuracy of wind turbine gearbox fault diagnosis will be compromised if the fault feature
data is not adequately extracted during operation. To enhance fault identification efficiency …

Fault Diagnosis of Wind Turbine Gears Based on Parameter Optimised Vmd and Cnn-Bilstm

Z Wang, H LIU, J Gong, L Kou, B Zhang - Available at SSRN 4782776 - papers.ssrn.com
Aiming at the low diagnostic recognition rate caused by the lack of rich extraction of gear
fault characteristics in the fan gearbox, parameter-optimized variational modal …