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Verstraeten, Timothy
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1

Scalable SCADA-Based Calibration for Analytical Wake Models..:

Binsbergen, Diederik van ; Daems, Pieter-Jan ; Verstraeten, Timothy..
Journal of Physics: Conference Series.  2745 (2024)  1 - p. 012014 , 2024
Link: https://doi.org/10.1088/..
 
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2

Performance comparison of analytical wake models calibrated..:

Van Binsbergen, Diederik ; Daems, Pieter-Jan ; Verstraeten, Timothy..
Journal of Physics: Conference Series.  2767 (2024)  9 - p. 092059 , 2024
Link: https://doi.org/10.1088/..
 
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3

Power prediction using high-resolution SCADA data with a fa..:

Daenens, Simon ; Vervlimmeren, Ivo ; Verstraeten, Timothy...
Journal of Physics: Conference Series.  2767 (2024)  9 - p. 092014 , 2024
Link: https://doi.org/10.1088/..
 
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4

Turbine-Level Possible Power Prediction using Farm-Wide Spa..:

Ávila, Francisco Jara ; Daenens, Simon ; Vervlimmeren, Ivo..
Journal of Physics: Conference Series.  2767 (2024)  6 - p. 062031 , 2024
Link: https://doi.org/10.1088/..
 
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5

Fatigue crack detection in planetary gears: Insights from t..:

Peeters, Cédric ; Wang, Wenyi ; Blunt, David..
Mechanical Systems and Signal Processing.  212 (2024)  - p. 111292 , 2024
Link: https://doi.org/10.1016/..
 
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6

Hyperparameter tuning framework for calibrating analytical ..:

van Binsbergen, Diederik ; Daems, Pieter-Jan ; Verstraeten, Timothy..
Wind Energy Science.  9 (2024)  7 - p. 1507-1526 , 2024
Link: https://doi.org/10.5194/..
 
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7

Overview of normal behavior modeling approaches for SCADA-b..:

Chesterman, Xavier ; Verstraeten, Timothy ; Daems, Pieter-Jan..
Wind Energy Science.  8 (2023)  6 - p. 893-924 , 2023
Link: https://doi.org/10.5194/..
 
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8

Fleet-based early fault detection of wind turbine gearboxes..:

Perez-Sanjines, Fabian ; Peeters, Cédric ; Verstraeten, Timothy...
Mechanical Systems and Signal Processing.  185 (2023)  - p. 109760 , 2023
Link: https://doi.org/10.1016/..
 
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9

Fleet-wide analytics on field data targeting condition and ..:

Daems, Pieter-Jan ; Peeters, Cédric ; Matthys, Jens..
Forschung im Ingenieurwesen.  87 (2023)  1 - p. 285-295 , 2023
Link: https://doi.org/10.1007/..
 
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10

Pattern mining based data fusion for wind turbine condition..:

Chesterman, Xavier ; Verstraeten, Timothy ; Daems, Pieter-Jan..
Journal of Physics: Conference Series.  2507 (2023)  1 - p. 012001 , 2023
Link: https://doi.org/10.1088/..
 
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11

Wind turbine drivetrains: state-of-the-art technologies and..:

Nejad, Amir R. ; Keller, Jonathan ; Guo, Yi...
Wind Energy Science.  7 (2022)  1 - p. 387-411 , 2022
Link: https://doi.org/10.5194/..
 
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12

A deep boosted transfer learning method for wind turbine ge..:

Jamil, Faras ; Verstraeten, Timothy ; Nowé, Ann..
Renewable Energy.  197 (2022)  - p. 331-341 , 2022
Link: https://doi.org/10.1016/..
 
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13

Multi-harmonic phase demodulation method for instantaneous ..:

Peeters, Cédric ; Antoni, Jérôme ; Leclère, Quentin..
Mechanical Systems and Signal Processing.  167 (2022)  - p. 108533 , 2022
Link: https://doi.org/10.1016/..
 
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14

A practical guide to multi-objective reinforcement learning..:

Hayes, Conor F. ; Rădulescu, Roxana ; Bargiacchi, Eugenio...
Autonomous Agents and Multi-Agent Systems.  36 (2022)  1 - p. , 2022
Link: https://doi.org/10.1007/..
 
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15

Expected scalarised returns dominance: a new solution conce..:

Hayes, Conor F. ; Verstraeten, Timothy ; Roijers, Diederik M...
Neural Computing and Applications.  , 2022
Link: https://doi.org/10.1007/..
 
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