Timothy Verstraeten

A practical guide to multi-objective reinforcement learning and planning

Conor F. Hayes, Roxana Rădulescu, Eugenio Bargiacchi et al. · Virtual Community of Pathological Anatomy (University of Castilla La Mancha) · 2022 · 294 citations · Full text

Wind turbine drivetrains: state-of-the-art technologies and future development trends

Amir R. Nejad, Jonathan Keller, Yi Guo et al. · Wind energy science · 2022 · 127 citations · Full text

Floating Wind Turbine, Electrical Engineering, Engineering +14

A deep boosted transfer learning method for wind turbine gearbox fault detection

Faras Jamil, Timothy Verstraeten, Ann Nowé et al. · Renewable Energy · 2022 · 87 citations

Fault Diagnosis, Condition Monitoring, Engineering +7

Fleet-based early fault detection of wind turbine gearboxes using physics-informed deep learning based on cyclic spectral coherence

Fabian Perez-Sanjines, Cédric Peeters, Timothy Verstraeten et al. · Mechanical Systems and Signal Processing · 2022 · 66 citations

Wind Turbine Gearboxes, Fault Diagnosis, Condition Monitoring +11

Multi-harmonic phase demodulation method for instantaneous angular speed estimation using harmonic weighting

Cédric Peeters, Jérôme Antoni, Quentin Leclère et al. · Mechanical Systems and Signal Processing · 2021 · 51 citations

Engineering, Measurement, Mechatronics +4