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
1 - 10 of 26
- Developing the tools and insight to expand the Belgian offshore wind farms with airborne wind energy systemsFrom1 Nov 2021 → TodayFunding: Ministery of Economical Affairs
- Hybrid AI for Estimation in MechatronicsFrom1 Sep 2021 → TodayFunding: Flanders Make
- FROGS - Flexible and Robust Robotic Gripping Solutions able to deal with product variabilityFrom1 Sep 2020 → TodayFunding: IWT / VLAIO - Flanders Make - ICON
- A new paradigm in discovering nonlinear governing equations from the time evolution of tribological phenomenaFrom1 Sep 2020 → TodayFunding: FWO Undefined
- Flanders Make SBO - Deterministic and Inexpensive Realizations of Advanced Control - DIRACFrom1 Sep 2020 → TodayFunding: Flanders Make
- Framework for Systematic Design of Digital Twins - DTDesignFrom1 Apr 2020 → TodayFunding: IWT / VLAIO - Flanders Make - ICON
- InduFlexControl - Control algorithms for flexibility in power-to-X and industrial processesFrom1 Mar 2020 → 30 Nov 2021Funding: Flanders Industry Innovation Moonshot Strategic Basic Research for clusters (cSBO)
- Integrated Identification for Control - ID2CONFrom1 Feb 2020 → TodayFunding: IWT / VLAIO - Flanders Make - ICON
- Physics-enhanced machine learning for domain-aware predictive maintenance.From1 Nov 2019 → TodayFunding: FWO Strategic Basic Research Grant
- Detection and avoidance of low probability phenomena using probabilistic graphical models in electromechanical actuatorsFrom1 Nov 2019 → TodayFunding: FWO Strategic Basic Research Grant
Publications
1 - 10 of 187
- Prediction-based wind turbine operation for active participation in the day-ahead and reserve markets(2022)
Authors: Narender Singh, Seyyed Ahmad Hosseini, Nezmin Kayedpour, Jeroen De Kooning, Zacharie De Grève, Jean-François Toubeau, François Vallée, Guillaume Crevecoeur, Lieven Vandevelde
Number of pages: 1 - Prediction of follower jumps in cam-follower mechanisms : the benefit of using physics-inspired features in recurrent neural networks(2022)
Authors: Wannes De Groote, Sofie Van Hoecke, Guillaume Crevecoeur
Number of pages: 1 - Model predictive control with a cascaded Hammerstein neural network of a wind turbine providing frequency containment reserve(2022)
Authors: Nezmin Kayedpour, Arash Ebneali Samani, Jeroen De Kooning, Lieven Vandevelde, Guillaume Crevecoeur
Pages: 198 - 209 - Trajectory optimization of a high speed pick and place unit using soft switching multiple model predictive control(2022)
Authors: Babak Mehdizadeh Gavgani, Arash Farnam, Foeke Vanbecelaere, Jeroen De Kooning, Guillaume Crevecoeur
Number of pages: 1 - Robust stability analysis of unstable second order plus time-delay (SOPTD) plant by fractional-order proportional integral (FOPI) controllers(2022)
Authors: Marzieh Asadi, Arash Farnam, Hamed Nazifi, Sam Roozbehani, Guillaume Crevecoeur
Number of pages: 1 - Neural network augmented physics models for systems with partially unknown dynamics : application to slider-crank mechanism(2022)
Authors: Wannes De Groote, Edward Kikken, Erik Hostens, Sofie Van Hoecke, Guillaume Crevecoeur
Pages: 103 - 114 - Robust stability analysis of interval fractional-order plants with interval time delay and general form of fractional-order controllers(2022)
Authors: Majid Ghorbani, Mahsan Tavakoli-Kakhki, Aleksei Tepljakov, Eduard Petlenkov, Arash Farnam, Guillaume Crevecoeur
Pages: 1268 - 1273 - A radial basis function-based optimization algorithm with regular simplex set geometry in ellipsoidal trust-regions(2022)
Authors: Tom Lefebvre, Frederik De Belie, Guillaume Crevecoeur
Number of pages: 1 - Exploiting bidirectional power flow control to capture wind gust power in small and medium wind turbines(2021)
Authors: Babak Mehdizadeh Gavgani, Tom Staessens, Jordi Van Damme, Jeroen De Kooning, Dimitar Bozalakov, Lieven Vandevelde, Guillaume Crevecoeur
Pages: 204 - 209 - A system identification procedure for multibody system dynamics(2021)
Authors: Ehsan Askari Renani, Guillaume Crevecoeur, Jozsef Kovecses, Gabor Stepan, Ambrus Zelei
Pages: 148 - 149