Failure and Remaining Useful Life Prediction of Wind Turbine Gearboxes

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Published Sep 24, 2018
Sofia Koukoura

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 frame-work for wind turbine gearbox component incipient failure prediction and remaining useful life estimation. It further pro-poses 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.

How to Cite

Koukoura, S. (2018). Failure and Remaining Useful Life Prediction of Wind Turbine Gearboxes. Annual Conference of the PHM Society, 10(1). https://doi.org/10.36001/phmconf.2018.v10i1.712
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Keywords

Doctoral Symposium

Section
Doctoral Symposium Summaries