Browsing by author "Crevecoeur, Guillaume"
Now showing items 1-8 of 8
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Bayesian Convolutional Neural Networks for Remaining Useful Life Prognostics of Solenoid Valves With Uncertainty Estimations
Mazaev, Tamir; Crevecoeur, Guillaume; Van Hoecke, Sofie (2021) -
Data-driven Prognostics of Alternating Current Solenoid Valves
Mazaev, Tamir; Ompusunggu, Agusmian Partogi; Tod, Georges; Crevecoeur, Guillaume; Van Hoecke, Sofie (2020) -
Neural Network Augmented Physics Models for Systems With Partially Unknown Dynamics: Application to Slider-Crank Mechanism
De Groote, Wannes; Kikken, Edward; Hostens, Erik; Van Hoecke, Sofie; Crevecoeur, Guillaume (2022) -
Overload Clutch Design for Collision Tolerant High-Speed Industrial Robots
Ostyn, Frederik; Lefebvre, Tom; Crevecoeur, Guillaume; Vanderborght, Bram (2021) -
Overload Clutch With Integrated Torque Sensing and Decoupling Detection for Collision Tolerant Hybrid High-Speed Industrial Cobots
Ostyn, Frederik; Vanderborght, Bram; Crevecoeur, Guillaume (2022) -
Physics-Informed LSTM Network for Flexibility Identification in Evaporative Cooling System
Lahariya, Manu; Karami, Farzaneh; Develder, Chris; Crevecoeur, Guillaume (2023) -
Prediction of follower jumps in cam-follower mechanisms: The benefit of using physics-inspired features in recurrent neural networks
De Groote, Wannes; Van Hoecke, Sofie; Crevecoeur, Guillaume (2022) -
Wind Turbine Hybrid Physics-Based Deep Learning Model for a Health Monitoring Approach Considering Provision of Ancillary Services
Kayedpour, Nezmin; Qing, Jixiang; Wauters, Jolan; De Kooning, Jeroen D. M.; Couckuyt, Ivo; Crevecoeur, Guillaume (2024)