Projects per year
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Dive into the research topics where Jan Helsen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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OZR3820: Backup mandate Research Council: Multi-Machine Fault Detection for Wind Turbines using Deep Transfer Learning.
1/11/21 → 31/10/22
Project: Fundamental
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VLASIM2: cSBO project SEAFD : Realistic CFD wind load computations for offshore wind turbines
1/04/20 → 30/06/24
Project: Applied
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Research output
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Mesoscale modelling of extreme weather events over Belgian North Sea using WRF-ARW: A multi-event sensitivity analysis
Vemuri, A., Buckingham, S., Munters, W., Helsen, J. & van Beeck, J., 25 Feb 2022, 13th von Karman Institute for fluid dynamics PhD symposium, 2022.Research output: Chapter in Book/Report/Conference proceeding › Other chapter contribution
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Sensitivity analysis of Storm Ciara to WRF physics parameterizations
Vemuri, A., Buckingham, S., Munters, W., Helsen, J. & van Beeck, J., 21 Jan 2022, 17th EAWE PhD Seminar on Wind Energy, 2021. 17th EAWE PhD Seminar on Wind Energy, 2021, p. 143-144 2 p.Research output: Chapter in Book/Report/Conference proceeding › Other chapter contribution
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Wind turbine drivetrains: state-of-the-art technologies and future development trends
Nejad, A., Keller, J., Guo, Y., sheng, S., Polinder, H., Watson, S., Dong, J., Qin, Z., Ebrahimi, A., Schelenz, R., Guzman, F. G., Cornel, D., Golafshan, R., Jacobs, G., Blockmans, B., Bosmans, J., Pluymers, B., Carroll, J., Koukoura, S., Hart, E. & 8 others, , 21 Feb 2022, In : Wind Energy Science. 7, 1, p. 1-25 25 p.Research output: Contribution to journal › Article
Open Access -
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
Open Access -
Condition Monitoring of Wind Turbines with Semantic Reasoning on Temperature Anomalies
Chesterman, X., Verstraeten, T., Daems, P-J. & Helsen, J., 2021, (Unpublished).Research output: Unpublished contribution to conference › Unpublished abstract
Activities
- 6 Talk or presentation at a conference
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Mesoscale modelling of extreme weather events over Belgian North Sea using WRF-ARW: A multi-event sensitivity analysis
Adithya Vemuri (Speaker), Sophia Buckingham (Contributor), Wim Munters (Contributor), Jan Helsen (Contributor), Jeroen Van Beeck (Contributor)25 Feb 2022Activity: Talk or presentation › Talk or presentation at a conference
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Sensitivity analysis of Storm Ciara to WRF physics parameterizations
Adithya Vemuri (Speaker), Sophia Buckingham (Contributor), Wim Munters (Contributor), Jan Helsen (Contributor), Jeroen van Beeck (Contributor)4 Nov 2021Activity: Talk or presentation › Talk or presentation at a conference
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Weather predictions for offshore wind energy: Case of extreme events
Adithya Vemuri (Speaker), Sophia Buckingham (Contributor), Wim Munters (Contributor), Jan Helsen (Contributor), Jeroen van Beeck (Contributor)3 Mar 2021Activity: Talk or presentation › Talk or presentation at a conference
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Prediction of high impact weather phenomena over the Belgian offshore wind farms: A case study of Storm Ciara
Adithya Vemuri (Speaker), Sophia Buckingham (Contributor), Wim Munters (Contributor), Laurent Delobbe (Contributor), Jan Helsen (Contributor), Jeroen van Beeck (Contributor)26 May 2021Activity: Talk or presentation › Talk or presentation at a conference
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Novel hybrid gearbox signal model development for condition monitoring
Kayacan Kestel (Speaker), Cédric Peeters (Contributor), Timothy Verstraeten (Contributor), Jan Helsen (Contributor)25 May 2021 → 28 May 2021Activity: Talk or presentation › Talk or presentation at a conference
Press / Media
Thesis
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Operational Modal Analysis on wind turbine drivetrains
Author: Costenoble, V. & Daems, P., 2019Supervisor: Daems, P. (Advisor) & Helsen, J. (Promotor)
Student thesis: Master's Thesis