Fabian Perez-Sanjines

Fabian Perez-Sanjines

Free University of Brussels - Brussels / Belgium
Engineering & Technology / Computer Science
AD Scientific Index ID: 5322141
Vrije Universiteit Brussel
person_outline Fabian Perez-Sanjines's MOST POPULAR ARTICLES
1-) Deep reinforcement learning for large-scale epidemic controlPJK Libin, A Moonens, T Verstraeten, F Perez-Sanjines, N Hens, P Lemey, ...Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021492021
2-) Fleet-based early fault detection of wind turbine gearboxes using physics-informed deep learning based on cyclic spectral coherenceF Perez-Sanjines, C Peeters, T Verstraeten, J Antoni, A Nowé, J HelsenMechanical Systems and Signal Processing 185, 109760, 2023282023
3-) The detection of generator bearing failures on wind turbines using machine learning based anomaly detectionX Chesterman, T Verstraeten, PJ Daems, FP Sanjines, A Nowe, J HelsenJournal of Physics: Conference Series 2265 (3), 032066, 202262022
4-) Signal processing informed deep learning for failure detection in a fleet of multi-stage planetary gearboxes with limited knowledge about characteristic frequenciesJ Helsen, F Perez, F Jamil, J Antoni, C PeetersAIAC 2023: 20th Australian International Aerospace Congress: 20th Australian …, 202322023
5-) Deep ensemble with Neural Networks to model power curve uncertaintyF Perez-Sanjines, T Verstraeten, A Nowe, J HelsenJournal of Physics: Conference Series 2362 (1), 012029, 202222022