Offshore Foundations | Advances in Rotor Blades
Wind Turbine Towers | Wind Turbine Bearings

26 - 28 August 2025 | Dorint City Hotel Bremen, Bremen, Germany

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Cedric Peeters

Postdoctoral researcher VUB

Cédric Peeters is a postdoctoral researcher specializing in condition monitoring and vibro-acoustics. He earned his PhD at the Vrije Universiteit Brussel (VUB), Belgium, with a focus on advanced signal processing for the identification and diagnosis of the condition and remaining useful life of rotating machinery. His doctoral work developed robust and scalable techniques to meet the growing industrial demand for these tools. Since 2020, he has advanced his work with an FWO-funded mandate on high-resolution speed-based condition monitoring. Currently, his research at VUB is dedicated to multi-modal condition monitoring, with a strong emphasis on ensuring the reliable monitoring of wind turbine drivetrains.

Wind Turbine Bearings: Day 2 - 28/08/2025

10:30 Hybrid signal processing-AI for remaining useful life estimation of wind turbine bearings

To plan optimized maintenance, condition monitoring methods should go beyond early fault detection to estimation of remaining useful operational time
AI offers potential for early detection but should be made explainable to give confidence to maintenance engineers
Signal processing allows to bring physics in the detection models
Field pilot results are shown to illustrate the methods

Check out the incredible speaker line-up to see who will be joining Cedric.

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