Researcher
Guillaume Crevecoeur
- Keywords:mechatronics, control, numerical optimization, dynamical systems, electromechanical systems, system identification, inverse problems, Industrial robotics
- Disciplines:Signals and systems, Sensing, estimation and actuating, Automation and control systems, Automation, feedback control and robotics, Systems theory, modelling and identification, Kinematics and dynamics, Physical system modelling
Affiliations
- Department of Industrial Technology and Construction (Department)
Member
From1 Oct 2014 → 31 May 2015 - Department of Electromechanical, Systems and Metal Engineering (Department)
Member
From1 Oct 2004 → Today
Projects
21 - 30 of 42
- Integrated Identification for Control - ID2CONFrom1 Feb 2020 → 31 Dec 2022Funding: IWT / VLAIO - Flanders Make - ICON
- Grant 2020 - EEDT-DCFrom1 Jan 2020 → 31 Dec 2020Funding: Flanders Make
- Physics-enhanced machine learning for domain-aware predictive maintenance.From1 Nov 2019 → 8 Oct 2023Funding: FWO Strategic Basic Research Grant
- Detection and avoidance of low probability phenomena using probabilistic graphical models in electromechanical actuatorsFrom1 Nov 2019 → 3 Sep 2023Funding: FWO Strategic Basic Research Grant
- Detection and avoidance of low probability phenomena using probabilistic graphical models in electromechanical actuators.From1 Oct 2019 → 1 Nov 2019Funding: BOF - doctoral mandates
- Flanders Make DGTwinPrediction_SBO - A Digital Twin for Health Monitoring and Predictive MaintenanceFrom1 Jul 2019 → TodayFunding: Flanders Make
- Dotation 2019 - EEDT - DCFrom1 Jan 2019 → 31 Dec 2019Funding: Flanders Make
- Dynamic hybrid models for virtual scenario testing and optimal design of drivetrainsFrom1 Jan 2019 → 9 Oct 2022Funding: FWO Strategic Basic Research Grant
- Product-Assembly CoDesignFrom1 Sep 2018 → 31 Aug 2023Funding: Flanders Make
- Multi-System Learning Control - MultiSysLeCoFrom1 Apr 2018 → 30 Jun 2022Funding: Flanders Make
Publications
1 - 10 of 236
- An optimal wind farm operation strategy for the provision of frequency containment reserve incorporating active wake control(2024)
Authors: Nezmin Kayedpour, Jeroen De Kooning, Arash Ebneali Samani, Farjam Kayedpour, Lieven Vandevelde, Guillaume Crevecoeur
Pages: 276 - 289 - Improving energy flexibility in photovoltaic-battery systems through switching reinforcement learning control(2024)
Authors: Siebe Paesschesoone, Nezmin Kayedpour, Carlo Manna, Guillaume Crevecoeur
Number of pages: 1 - KeyCLD : learning constrained Lagrangian dynamics in keypoint coordinates from images(2024)
Authors: Rembert Daems, Jeroen Taets, Francis wyffels, Guillaume Crevecoeur
- Partial decomposition of nonlinear Euler–Lagrange equations with a state transform(2024)
Authors: Michiel De Roeck, Jasper Juchem, Guillaume Crevecoeur, Mia Loccufier
Pages: 15 - 22 - Soft switching multiple model predictive control with overlapping cross-over time strategy in an industrial high speed pick and place application(2024)
Authors: Babak Mehdizadeh Gavgani, Arash Farnam, Foeke Vanbecelaere, Jeroen De Kooning, Kurt Stockman, Guillaume Crevecoeur
- A posteriori control densities : imitation learning from partial observations(2023)
Authors: Tom Lefebvre, Guillaume Crevecoeur
Pages: 87 - 94 - Flatness-based MPC using B-splines transcription with application to a Pusher-Slider System(2023)
Authors: Thomas Neve, Tom Lefebvre, Sander De Witte, Guillaume Crevecoeur
Pages: 132 - 137 - An optimal operation strategy for collaborative flexibility provision of a carbon capture and utilization process with wind energy(2023)
Authors: Arash Ebneali Samani, Nezmin Kayedpour, Farjam Kayedpour, Jeroen De Kooning, Guillaume Crevecoeur, Lieven Vandevelde
Pages: 2432 - 2444 - Variational inference for SDEs driven by fractional noise(2023)
Authors: Rembert Daems, Manfred Opper, Guillaume Crevecoeur, Tolga Birdal
Number of pages: 1 - A supervisory learning control framework for autonomous & real-time task planning for an underactuated cooperative robotic task(2023)
Authors: Sander De Witte, Tom Lefebvre, Thijs Van Hauwermeiren, Guillaume Crevecoeur
Pages: 676 - 683
Patents
1 - 1 of 1
- Methods and systems for channel selection (Inventor)