Misalignment Fault Prediction of Wind Turbines Based on Combined Forecasting Model

Misalignment Fault Prediction of Wind Turbines Based on Combined Forecasting Model

Due to the harsh working environment of wind turbines, various types of faults are prone to occur during long-term operation. Misalignment faults between the gearbox and the generator are one of the latent common faults for doubly-fed wind turbines. Compared with other faults like gears and bearings...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Yancai Xiao, Zhe Hua
Fformat: Erthygl
Iaith:English
Cyhoeddwyd: MDPI AG 2020-03-01
Cyfres:Algorithms
Pynciau:
misalignment
fault prediction
combined prediction
multivariate grey model
quantum genetic algorithm
least squares support vector machine
Mynediad Ar-lein:https://www.mdpi.com/1999-4893/13/3/56

Rhyngrwyd

https://www.mdpi.com/1999-4893/13/3/56

Eitemau Tebyg