Research output per year
Research output per year
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Dive into the research topics where Xavier Chesterman is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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Farm-wide dynamic drivetrain event and diagnosis tracking using multi-modal data
Kestel, K., Chesterman, X., Jamil, F., Matthys, J. J., Vratsinis, K., Sterckx, J., Peeters, C. & Helsen, J., 27 Feb 2025, Farm-wide dynamic drivetrain event and diagnosis tracking using multi-modal data. p. 1-16 16 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research
Open Access -
Overview of normal behavior modeling approaches for SCADA-based wind turbine condition monitoring demonstrated on data from operational wind farms
Chesterman, X., Verstraeten, T., Daems, P-J., Nowe, A. & Helsen, J., 5 Jun 2023, In: Wind Energy Science. 8, 6, p. 893–924 32 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Citations (Scopus)36 Downloads (Pure) -
Pattern mining based data fusion for wind turbine condition monitoring
Chesterman, X., Verstraeten, T., Daems, P-J., Nowe, A. & Helsen, J., 21 Jun 2023, Journal of Physics: Conference Series. 1 ed. IOP Publishing, Vol. 2507. 13 p. (Journal of Physics: Conference Series).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research
Open Access1 Citation (Scopus) -
The detection of generator bearing failures on wind turbines using machine learning based anomaly detection
Chesterman, X., Verstraeten, T., Daems, P-J., Perez Sanjines, F. R., Nowe, A. & Helsen, J., 2 Jun 2022, Journal of Physics Conference Series . 3 ed. IOP Publishing, Vol. 2265. 11 p. (Journal of Physics: Conference Series).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research
Open Access5 Citations (Scopus) -
Condition Monitoring of Wind Turbines and Extraction of Healthy Training Data Using An Ensemble of Advanced Statistical Anomaly Detection Models
Chesterman, X., Verstraeten, T., Daems, P-J., Nowe, A. & Helsen, J., 2021, Proceedings of the Annual Conference of the PHM Society. PHM Society, 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research
Open Access
Activities
- 2 Talk at a public lecture/debate
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Artificiele intelligentie. Wat is het? Wat kan het? Wat zijn de uitdagingen?
Xavier Chesterman (Speaker)
5 Feb 2024Activity: Talk or presentation › Talk at a public lecture/debate
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Artificiële Intelligentie. Wat is het? Wat kan het? Wat zijn de uitdagingen?
Xavier Chesterman (Speaker)
11 Sep 2023Activity: Talk or presentation › Talk at a public lecture/debate