1. 2020
  2. Multi-Agent Thompson Sampling for Bandits with Sparse Neighbourhood Structures

    Verstraeten, T., Bargiacchi, E., Libin, P., Helsen, J., Roijers, D. M. & Nowe, A., 19 Nov 2020, Proceedings of the 32nd Benelux Conference on Artificial Intelligence (BNAIC 2020). Cao, L., Kosters, W. & Lijffijt, J. (eds.). CEUR Workshop Proceedings, p. 394-395 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  3. Multi-Physical Time- and Frequency-Domain Fault Detection and Isolation Technique for Power-Electronic Converters in DFIG Wind Turbines

    Nesci Soares, M., Mollet, Y., Kinnaert, M., Gyselinck, J. & Helsen, J., 2 Sep 2020, In : IEEE Transaction on Power Electronics. 2020, p. 1-10 10 p.

    Research output: Contribution to journalArticle

  4. Multi-Agent Thompson Sampling for Bandit Applications with Sparse Neighbourhood Structures

    Verstraeten, T., Bargiacchi, E., Libin, P., Helsen, J., Roijers, D. & Nowe, A., 21 Apr 2020, In : Scientific Reports - Nature. 10, 1, 14 p., 6728.

    Research output: Contribution to journalArticle

  5. Fleet oriented pattern mining combined with time series signature extraction for understanding of wind farm response to storm conditions

    Daems, P-J., Feremans, L., Verstraeten, T., Cule, B., Goethals, B. & Helsen, J., 2020, World conference for condition monitoring. 2 ed. Springer, p. 275-287 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  6. Gaining insights in loading events for wind turbine drivetrain prognostics

    Daems, P-J., Guo, Y., Sheng, S., Peeters, C., Guillaume, P. & Helsen, J., 2020, (Accepted/In press) Turbomachinery Technical Conference \& Exposition. American Society of Mechanical Engineers(ASME)

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  7. Operational modal analysis of wind turbine drivetrain with focus on damping extraction.

    Daems, P-J., Peeters, C., Guillaume, P. & Helsen, J., 2020, Topics in Modal Analysis & Testing. Springer, Vol. 9. p. 293-300

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  8. 2019
  9. Failure Avoidance for Wind Turbines through Fleetwide Control

    Verstraeten, T., Nowe, A. & Helsen, J., 6 Nov 2019, Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019). CEUR Workshop Proceedings, Vol. 2491. 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  10. Blind vibration filtering using envelope spectrum indicators for bearing and gear fault detection without knowledge of machine kinematics

    Peeters, C., Antoni, J. & Helsen, J., 18 Jul 2019, HAL Archives. p. 1-8 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  11. Fleetwide data-enabled reliability improvement of wind turbines

    Verstraeten, T., Nowe, A., Keller, J., Guo, Y., Shen, S. & Helsen, J., Jul 2019, In : Renewable and Sustainable Energy Reviews. 109, p. 428-437 10 p.

    Research output: Contribution to journalArticle

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