Research output per year
Research output per year
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Dive into the research topics where Pietro D'Antuono is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
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Long-term fatigue estimation on offshore wind turbines interface loads through loss function physics-guided learning of neural networks
De Nolasco Santos, F., D'Antuono, P., Robbelein, K., Noppe, N., Weijtjens, W. & Devriendt, C., Mar 2023, In: Renewable Energy. 205, p. 461-474 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Towards a Fleetwide Data-Driven Lifetime Assessment Methodology of Offshore Wind Support Structures Based on SCADA and SHM Data
De Nolasco Santos, F., Robbelein, K., D'Antuono, P., Noppe, N., Weijtjens, W. & Devriendt, C., 2023, European Workshop on Structural Health Monitoring: EWSHM 2022. Rizzo, P. & Milazzo, A. (eds.). Springer International Publishing, Vol. 253. p. 123–132 10 p. (Lecture Notes in Civil Engineering; vol. 253).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
1 Citation (Scopus) -
Fatigue damage calculation of offshore wind turbines' long-term data considering the low-frequency fatigue dynamics
Sadeghi, N., Robbelein, K., D'Antuono, P., Noppe, N., Weijtjens, W. & Devriendt, C., 2 Jun 2022, Journal of Physics: Conference Series: The Science of Making Torque from Wind (TORQUE 2022) 1 – 3 June 2022, The Netherlands. 3 ed. Vol. 2265. 11 p. (Journal of Physics: Conference Series).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access2 Citations (Scopus)1 Downloads (Pure) -
Minkowski logarithmic error: A physics-informed neural network approach for wind turbine lifetime assessment
De Nolasco Santos, F., D'Antuono, P., Noppe, N., Weijtjens, W. & Devriendt, C., 2022, European Symposium on Artificial Neural Networks 2022. European Symposium on Artificial Neural Networks, p. 357-362 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access -
On the minimum required sampling frequency for reliable fatigue lifetime estimation in structural health monitoring. How much is enough?
D'Antuono, P., Weijtjens, W. & Devriendt, C., 2022, European Workshop on Structural Health Monitoring. Rizzo, P. & Milazzo, A. (eds.). Springer International Publishing, p. 133-142 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Datasets
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py-Fatigue: open-access toolbox for fatigue assessment
D'Antuono, P. (Creator), Weijtjens, W. (Creator) & Devriendt, C. (Project Manager), Zenodo, 2023
Dataset
Prizes
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Best Paper Award (2nd place, ex-aequo)
De Nolasco Santos, Francisco (Recipient), Robbelein, Koen (Recipient), D'Antuono, Pietro (Recipient), Noppe, Nymfa (Recipient), Weijtjens, Wout (Recipient) & Devriendt, Christof (Recipient), 6 Jul 2022
Prize: Prize (including medals and awards)
Activities
- 3 Talk or presentation at a conference
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On the minimum required sampling frequency for reliable fatigue lifetime estimation in structural health monitoring. How much is enough?
Pietro D'Antuono (Speaker), Wout Weijtjens (Contributor) & Christof Devriendt (Contributor)
4 Jul 2022 → 7 Jul 2022Activity: Talk or presentation › Talk or presentation at a conference
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On the fatigue effect of flaws in offshore metallic structures: a novel approach
Pietro D'Antuono (Speaker), Negin Sadeghi (Contributor), Wout Weijtjens (Contributor), Nymfa Noppe (Contributor) & Christof Devriendt (Contributor)
25 May 2021Activity: Talk or presentation › Talk or presentation at a conference
File -
Towards A Comprehensive Fatigue And Crack Propagation Toolbox For Offshore Wind Foundations
Negin Sadeghi (Speaker), Pietro D'Antuono (Contributor), Nymfa Noppe (Contributor), Wout Weijtjens (Contributor) & Christof Devriendt (Contributor)
14 Dec 2020 → 16 Dec 2020Activity: Talk or presentation › Talk or presentation at a conference