Fabian Perez-Sanjines

Engineering · Physical Sciences

3h-index91citations7works0.02yr avg
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Research Topics

Machine Fault Diagnosis Techniques(6), Energy Load and Power Forecasting(2), Power System Reliability and Maintenance(2), Influenza Virus Research Studies(1), COVID-19 epidemiological studies(1)

Publications7 total

Vibration-Based Condition Monitoring for Wind Turbines Using a Hybrid Multi-Armed Bandit Approach Rooted in Reinforcement Learning for Health Indicator Selection
SSRN Electronic Journal·2024Open Access
Early Fault Detection Using Deep Learning on Compressed Cyclic Spectral Coherence Maps
2023
Deep ensemble with Neural Networks to model power curve uncertainty
Journal of Physics Conference Series·2022· 2 citedOpen Access
Fleet-based early fault detection of wind turbine gearboxes using physics-informed deep learning based on cyclic spectral coherence
Mechanical Systems and Signal Processing·2022· 66 cited
The detection of generator bearing failures on wind turbines using machine learning based anomaly detection
Journal of Physics Conference Series·2022· 12 citedOpen Access
Farm-wide dynamic event classification as load input for wind turbine drivetrain lifetime prognosis
VUBIR (Vrije Universiteit Brussel)·2021
Deep Reinforcement Learning for Large-Scale Epidemic Control
Lecture notes in computer science·2021· 11 citedOpen Access

Frequent Co-authors

Timothy Verstraeten(7), Ann Nowé(6), Jan Helsen(6), Cédric Peeters(4), Pieter-Jan Daems(2), Jérôme Antoni(1), Xavier Chesterman(1), Pieter Libin(1), Arno Moonens(1), Niel Hens(1), Philippe Lemey(1), Ivo Vervlimmeren(1), Faras Jamil(1), Georgios Protopapadakis(1), Kayacan Kestel(1)