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Researcher
Fabian Ramiro Perez Sanjines
- Keywords:Computer science (incl. applied informatics)
Affiliations
- Artificial Intelligence (Research group)
Member
From1 Nov 2019 → Today - Acoustics & Vibration Research Group (Research group)
Member
From1 Nov 2019 → Today - Faculty of Sciences and Bioengineering Sciences (Faculty)
Member
From11 Oct 2019 → Today - Informatics and Applied Informatics (Department)
Member
From1 Nov 2019 → Today - Informatics and Applied Informatics (Department)
Member
From1 Nov 2019 → 20 Oct 2022 - Faculty of Sciences and Bioengineering Sciences (Faculty)
Member
From15 Sep 2017 → 12 Sep 2019
Publications
1 - 6 of 6
- Early Fault Detection Using Deep Learning on Compressed Cyclic Spectral Coherence Maps(2023)Series: Proceedings of the ASME Turbo ExpoVolume: 14
Authors: Fabian Ramiro Perez Sanjines, Cédric Peeters, Timothy Verstraeten, Ivo Vervlimmeren, Ann Nowe, Jan Helsen
Number of pages: 9 - Fleet-based early fault detection of wind turbine gearboxes using physics-informed deep learning based on cyclic spectral coherence(2023)
Authors: Fabian Ramiro Perez Sanjines, Cédric Peeters, Timothy Verstraeten, Jérôme Antoni, Ann Nowe, Jan Helsen
- Signal processing informed deep learning for failure detection in a fleet of multi-stage planetary gearboxes with limited knowledge about characteristic frequencies(2023)
Authors: Jan Helsen, Fabian Ramiro Perez Sanjines, Faras Jamil, Jéröme Antoni, Cédric Peeters
Pages: 663-668Number of pages: 6 - Farm-wide dynamic event classification as load input for wind turbine drivetrain lifetime prognosis(2021)Volume: 29
Authors: Pieter-Jan Daems, Cédric Peeters, Timothy Verstraeten, Fabian Ramiro Perez Sanjines, Jan Helsen
Pages: 3541-3551Number of pages: 10 - Deep Reinforcement Learning for Large-Scale Epidemic Control(2021)Series: Lecture Notes in Computer ScienceVolume: 5
Authors: Pieter Libin, Arno Moonens, Timothy Verstraeten, Fabian Ramiro Perez Sanjines, Niel Hens, Philippe Lemey, Ann Nowe
Pages: 155-170Number of pages: 16 - Deep ensemble with Neural Networks to model power-curve uncertaintyEdition: 1Series: Journal of Physics: Conference SeriesVolume: 2362
Authors: Fabian Ramiro Perez Sanjines
Number of pages: 10