On Fault Prediction for Wind Turbine Pitch System Using Radar Chart and Support Vector Machine Approach

On Fault Prediction for Wind Turbine Pitch System Using Radar Chart and Support Vector Machine Approach

In order to reduce operation and maintenance cost and improve fault diagnosis and detection accuracy for wind turbines, a study on advanced methods has been carried out. The purpose of this paper is to present a new method developed using radar chart and support vector machine (SVM) approach for fau...

Full description

Bibliographic Details
Main Authors: Cheng Xiao, Zuojun Liu, Tieling Zhang, Lei Zhang
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Energies
Subjects:
fault prediction
wind turbine pitch system
radar chart
support vector machine
support vector regression
Online Access:https://www.mdpi.com/1996-1073/12/14/2693

Internet

https://www.mdpi.com/1996-1073/12/14/2693

Similar Items