1. 2020
  2. Multi-Agent Thompson Sampling for Bandit Applications with Sparse Neighborhood 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

  3. 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

  4. 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

  5. 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

  6. 2019
  7. 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

  8. 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

  9. 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

  10. Review and comparison of tacholess instantaneous speed estimation methods on experimental vibration data

    Peeters, C., Leclère, Q., Antoni, J., Lindahl, P., Donnal, J., Leeb, S. & Helsen, J., 28 Apr 2019, In : Mechanical Systems and Signal Processing. 129, 1, p. 407-436 30 p.

    Research output: Contribution to journalArticle

  11. Innovative Sensing and Monitoring of Shaft Torque Variations for an Optimized O&M of Wind Turbines

    Nesci Soares, M., De Bauw, K., Verbinnen, F., Caby, B., Van de Vyvere, G., Helsen, J. & Gioia, N., 4 Apr 2019, Innovative Sensing and Monitoring of Shaft Torque Variations for an Optimized O&M of Wind Turbines. p. 1-11 11 p.

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

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