Failure and remaining useful life prediction of wind turbine gearboxes

Abstract

The purpose of this project is to predict wind turbine gearbox incipient faults using a combination of condition monitoring data. It is expected to contribute in developing a robust framework for wind turbine gearbox component incipient failure prediction and remaining useful life estimation. It further proposes a solution on how to overcome the challenges of expert knowledge based systems using AI techniques. Wind turbine operation and maintenance decision making confidence can be therefore increased.