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 results
- 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
- Flanders Make SBO - Deterministic and Inexpensive Realizations of Advanced Control - DIRACFrom1 Sep 2020 → TodayFunding: Flanders Make
- A new paradigm in discovering nonlinear governing equations from the time evolution of tribological phenomenaFrom1 Sep 2020 → TodayFunding: FWO Undefined
- 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 179 results
- 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 - 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 - Bayesian convolutional neural networks for remaining useful life prognostics of solenoid valves with uncertainty estimations(2021)
Authors: Tamir Mazaev, Guillaume Crevecoeur, Sofie Van Hoecke
Pages: 8418 - 8428 - Impact of fast wind fluctuations on the profit of a wind power producer jointly trading in energy and reserve markets(2021)
Authors: Seyyed Ahmad Hosseini, Jean-François Toubeau, Narender Singh, Jeroen De Kooning, Nezmin Kayedpour, Guillaume Crevecoeur, Zacharie De Grève, François Vallée, Lieven Vandevelde
Pages: 240 - 245 - Sparse multi-sensor monitoring system design for vehicle application(2021)
Authors: Saeideh Khatiry Goharoodi, Ted Ooijevaar, Abdellatif Bey-Temsamani, Guillaume Crevecoeur
Pages: 138 - 143 - Comparison of collision detection techniques for high-speed industrial robot actuators with overload clutch(2021)
Authors: Frederik Ostyn, Bram Vanderborght, Guillaume Crevecoeur
Pages: 448 - 453 - Maximizing wind turbine efficiency by using soft switching multiple model predictive control(2021)
Authors: Babak Mehdizadeh Gavgani, Arash Farnam, Jeroen De Kooning, Guillaume Crevecoeur
Number of pages: 1 - Overload clutch design for collision tolerant high-speed industrial robots(2021)
Authors: Frederik Ostyn, Tom Lefebvre, Bram Vanderborght, Guillaume Crevecoeur
Number of pages: 1 - Analytic model for multi-point large-radius bending of steel sheets(2021)
Authors: Cedric Thielen, Koen Decroos, Diarmuid Shore, Guillaume Crevecoeur, Frederik De Belie
Number of pages: 1 - Scalable distributed state estimation for a class of state-saturated systems subject to quantization effects(2021)
Authors: Hossein Rezaei, Arash Farnam, Farshad Rahimi, Guillaume Crevecoeur
Pages: 138724 - 138733