Prediction of wind turbine generator bearing failure through analysis of high frequency vibration data and the application of support vector machine algorithms

Engineering & Materials Science

• Turbogenerators 100%
• Wind turbines 78%
• Support vector machines 72%
• Asset management 55%
• Condition monitoring 47%
• Learning algorithms 37%
• Machine learning 33%
• Costs 17%