Projecten per jaar
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
Projecten
- 2 Afgelopen
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OZR4169: OZR opvangmandaat post doc Cédric Peeters
Helsen, J. (Administrative Promotor) & Peeters, C. (Administrative Promotor)
1/10/23 → 30/09/24
Project: Fundamenteel
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FWOTM995: Conditie monitoring van traag draaiende componenten in wind turbine aandrijflijnen gebruikmakend van nieuwe signaalverwerkingstechnieken op de instantane hoeksnelheid
Peeters, C. (Administrative Promotor)
1/10/20 → 30/09/23
Project: Fundamenteel
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Comparative analysis of vibration and angular speed signals using synchronized data acquisition for bearing fault detection
Matthys, J. J., Peeters, C., Protopapadakis, G. E., Sterckx, J. & Helsen, J., 2025, Proceedings ISMA2024. Katholieke Universiteit Leuven - Department of Mechanical Engineering LMSD (Mecha(tro)nic System Dynamics), blz. 566-579 14 blz.Onderzoeksoutput: Conference paper
Open Access -
Digital magnetic encoder hardware and software integration for bearing fault detection in a modular condition monitoring system
Matthys, J. J., Peeters, C., Sterckx, J. & Helsen, J., 18 jul. 2025, IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2025 - Proceedings. IEEE, blz. 1-6 6 blz. (Conference Record - IEEE Instrumentation and Measurement Technology Conference).Onderzoeksoutput: Conference paper
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Enhancing instantaneous angular speed estimation with an adaptive Multi-Order Probabilistic Approach
Protopapadakis, G., Peeters, C., Leclère, Q., Antoni, J. & Helsen, J., mrt. 2025, In: Mechanical Systems and Signal Processing . 226, 17 blz., 112322.Onderzoeksoutput: Article › peer review
3 Citaten (Scopus) -
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., dec. 2025, Farm-wide dynamic drivetrain event and diagnosis tracking using multi-modal data. 1 uitgave Springer Nature, Vol. 89. blz. 1-16 16 blz. (Forschung im Ingenieurwesen/Engineering Research).Onderzoeksoutput: Conference paper
Open Access -
Leveraging signal processing and machine learning for automated fault detection in wind turbine drivetrains
Jamil, F., Peeters, C., Verstraeten, T. & Helsen, J., 11 sep. 2025, In: Wind Energy Science. 10, 9, blz. 1963–1978 16 blz.Onderzoeksoutput: Article › peer review
Open Access1 Citaat (Scopus)
Datasets
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Data for: Review and comparison of tacholess instantaneous speed estimation methods on experimental vibration data
Peeters, C. (Creator), Mendeley Data, 2019
DOI: 10.17632/s8jrrnnj9g.1, http://10.1016/j.ymssp.2019.02.031
Dataset
Prijzen
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1st place for best trending capability at HUMS2023 data competition
Peeters, C. (Recipient), 27 feb. 2023
Prijs: Prize (including medals and awards)
Bestand -
1st place for earliest convincing detection at HUMS2023 data competition
Peeters, C. (Recipient), 27 feb. 2023
Prijs: Prize (including medals and awards)
Bestand -
Best student paper award
Peeters, C. (Recipient), 12 jul. 2017
Prijs: Prize (including medals and awards)
Bestand
Activiteiten
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Automated condition monitoring using spectral autoencoders for fault detection in mechanical systems.
Jamil, F. (Speaker), Peeters, C. (Contributor) & Helsen, J. (Contributor)
18 feb. 2025Activiteit: Talk or presentation at a conference
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Fault detection and degradation trending using hybrid intelligence techniques and multi-source transfer learning
Jamil, F. (Recipient), Helsen, J. (Supervisor), Peeters, C. (Supervisor), Verstraeten, T. (Supervisor) & Nowe, A. (Supervisor)
1 nov. 2022 → 31 okt. 2026Activiteit: Written proposal
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Novel hybrid gearbox signal model development for condition monitoring
Kestel, K. (Speaker), Peeters, C. (Contributor), Verstraeten, T. (Contributor) & Helsen, J. (Contributor)
25 mei 2021 → 28 mei 2021Activiteit: Talk or presentation at a conference
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Stay for Joint PhD at LVA, at INSA Lyon, France
Peeters, C. (Participant)
18 jan. 2018 → 6 jul. 2018Activiteit: Research and Teaching at External Organisation
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International Conference on Damage Assessment of Structures
Peeters, C. (Participant)
11 jul. 2017Activiteit: Participation in conference