A gear fault diagnosis method for wind turbines based on HDDL and ConvNeXt under limited sample conditions
Published online on April 30, 2026
Abstract
Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Ahead of Print.
Wind turbines operating under complex conditions endure variable loads. As the primary transmission component, the gearbox is highly susceptible to damage, making fault diagnosis crucial. However, neural networks require substantial data for training ...
Wind turbines operating under complex conditions endure variable loads. As the primary transmission component, the gearbox is highly susceptible to damage, making fault diagnosis crucial. However, neural networks require substantial data for training ...