Research Explorer

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Researcher

Guillaume Crevecoeur

Publications & Research Data

Awards & Distinctions

358 Results

2025

A new strategy for incorporating Gaussian process dynamic models into stochastic dynamic programming

Mohammad Mahmoudi FilabadiTom LefebvreGuillaume Crevecoeur

Accelerating nonlinear model predictive control through optimal control problem reformulations

Thomas NeveGuillaume CrevecoeurTom Lefebvre

Addressing the reality gap of model-based UAS development through reliable concurrent conceptual and control design

Jolan WautersTom LefebvreGuillaume Crevecoeur

Assessment of aerodynamic derivatives of an airborne wind energy system using geometry-resolved computational fluid dynamics

Maxim NotableNiels PynaertJolan WautersGuillaume CrevecoeurJoris Degroote

Automated human-in-the-loop commissioning of industrial processes : a glue dispensing case study

Jeroen TaetsJeroen JordensTom LefebvreFrederik OstynGuillaume Crevecoeur

A1 Journal Article in INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Concurrent optimal control and design of an airborne wind energy system

Jolan WautersOmid HeydarniaTom LefebvreGuillaume Crevecoeur

Digital twin of web processing machines with CAD, AI and vision

Juan ChowdhuryMatthias VandeputteYentl ThielemansArul MathivananJeroen De KooningKurt StockmanGuillaume Crevecoeur

Efficient training of neural SDEs using stochastic optimal control

Rembert DaemsManfred OpperGuillaume CrevecoeurTolga Birdal

Energy-based exploration for reinforcement learning of underactuated mechanical systems

Jeroen TaetsTom LefebvreFrederik OstynGuillaume Crevecoeur

A1 Journal Article in IEEE ACCESS

Enhanced force estimation and autonomous force tuning through fusion of tactile sensor and quasi-direct drive gripper

Thomas De ClercqFrederik OstynGuillaume Crevecoeur

A1 Journal Article in IEEE SENSORS JOURNAL

Estimating tower vibrations with data-driven models : possibility of optimizing control actions to reduce loads on wind turbine

Jalal HeidariNezmin KayedpourLieven VandeveldeGuillaume Crevecoeur

Fast nonlinear model predictive control combining online trajectory optimization and value function regression

Thomas NeveTom LefebvreGuillaume Crevecoeur

A1 Journal Article in OPTIMAL CONTROL APPLICATIONS & METHODS

Gaussian mixture Koopman Kalman filter : application to a closed Koopman system

Cedric Van HeckAnnelies CoeneGuillaume Crevecoeur

Hybrid modeling of industrial steam networks using physics-augmented and hamiltonian neural networks

Nezmin KayedpourGuillaume Crevecoeur

Hybrid modeling of multibody vehicles with partially known physics : discovering complex behaviors of tires

Ehsan Askari RenaniDavide GorgorettiGuillaume Crevecoeur

A1 Journal Article in MULTIBODY SYSTEM DYNAMICS

Implementable robust stability regions for fractional‐order PD controllers with an application to servo system control

Majid GhorbaniBabak Mehdizadeh GavganiArash FarnamAleksei TepljakovEduard PetlenkovGuillaume Crevecoeur

A1 Journal Article in ASIAN JOURNAL OF CONTROL

Introducing DAIMYO : a dynamic design architecture and its application to unmanned aerial system development

Jolan WautersTom LefebvreJoris DegrooteIvo CouckuytGuillaume Crevecoeur

A1 Journal Article in JOURNAL OF AIRCRAFT

Introducing KUGE : a simultaneous control co-design architecture and its application to aerial robotics development

Jolan WautersTom LefebvreGuillaume Crevecoeur

Learning from video in continuous time using physics priors and fractional noise

Rembert DaemsGuillaume CrevecoeurFrancis wyffelsTolga Birdal

Leveraging Bayesian optimization for the  automatic tuning of loss-in-weight feeding

András RetzlerRuben WaeytensBram BekaertTom LefebvreGuillaume Crevecoeur

Leveraging Bayesian optimization for the  automatic tuning of loss-in-weight feeding

András RetzlerRuben WaeytensBram BekaertTom LefebvreGuillaume Crevecoeur

Leveraging human strategy in Bayesian optimization for industrial commissioning

András RetzlerTom LefebvreGuillaume Crevecoeur

Nonlinear model predictive control with value function regression : a tessellation‐based sampling approach

Thomas NeveTom LefebvreGuillaume Crevecoeur

A1 Journal Article in OPTIMAL CONTROL APPLICATIONS & METHODS

Opti-MegAWES : a toolbox for optimal path planning of megawatt-scale airborne wind energy systems

Omid HeydarniaJolan WautersTom LefebvreGuillaume Crevecoeur

Optimal path planning of airborne wind energy systems with a flexible tether

Omid HeydarniaJolan WautersTom LefebvreGuillaume Crevecoeur

A1 Journal Article in JOURNAL OF GUIDANCE CONTROL AND DYNAMICS

Physics-based, data-augmented model for wind turbine control design

Jalal HeidariNezmin KayedpourLieven VandeveldeGuillaume Crevecoeur

Physics-informed ensembles of dual extended kalman filters for online state and parameter estimation of mechatronic systems

Cedric Van HeckMatthias VandeputteAnnelies CoeneGuillaume Crevecoeur

A1 Journal Article in MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Real-time trajectory adaptation for tossing robots using soft switching multiple model predictive control

Babak Mehdizadeh GavganiThijs Van HauwermeirenArash FarnamMajid GhorbaniJeroen De KooningGuillaume Crevecoeur

A1 Journal Article in JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS

Robust sensor selection for reconstructing thermal properties in electromagnetic devices

Seyede Faezeh HosseiniGuillaume CrevecoeurHendrik Vansompel

A1 Journal Article in IET SCIENCE MEASUREMENT & TECHNOLOGY

Soft switching multiple model predictive control for high-speed nonlinear mechatronic and robotic applications

Babak Mehdizadeh GavganiGuillaume CrevecoeurJeroen De Kooning

Speed and position measurement of rotating machinery with a triangular pattern vision encoder

Yentl ThielemansNezmin KayedpourAnnelies CoeneGuillaume CrevecoeurJeroen De Kooning

A1 Journal Article in IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Tactile End Effectors for Legged Robotic Locomotion: From Design to Control

Thijs Van HauwermeirenGuillaume CrevecoeurAnnelies Coene

Tactile force sensing for admittance control on a quadruped robot

Thijs Van HauwermeirenAnnelies CoeneGuillaume Crevecoeur

A1 Journal Article in MACHINES

Towards aero-servo-elastic simulations of airborne wind energy systems using geometry-resolved computational fluid dynamics

Niels PynaertThomas HaasJolan WautersGuillaume CrevecoeurJoris Degroote

Tweelie : tactile wheel-shaped sensor for force reconstruction and localization over curved spherical surface

Thijs Van HauwermeirenAnatolii SianovAnnelies CoeneGuillaume Crevecoeur

A2 Journal Article in IEEE SENSORS LETTERS

Varying roll radius measurements in a web processing machine using low-cost vision and sub-pixel processing techniques

Yentl ThielemansJos BruggemanGuillaume CrevecoeurJeroen De Kooning

Virtual sensing of wind turbine loads with multi‐hidden markov models for above‐rated wind speeds

Ahmed HassanVictor VantilborghNezmin KayedpourTom LefebvreAnnelies CoeneGuillaume Crevecoeur

A1 Journal Article in WIND ENERGY

2024

Accelerating robotic picking of rigid objects with a compliant pneumatic gripper and an impact-aware trajectory plan

Frederik OstynBram VanderborghtGuillaume Crevecoeur

Adaptive risk-sensitive optimal control with dual features through active inference

Mohammad Mahmoudi FilabadiTom LefebvreGuillaume Crevecoeur

Aero-servo simulations using a geometry-resolved CFD model of an airborne wind energy system

Niels PynaertThomas HaasJolan WautersGuillaume CrevecoeurJoris Degroote

An optimal operation strategy for collaborative flexibility provision of a carbon capture and utilization process with wind energy

Arash Ebneali SamaniNezmin KayedpourFarjam KayedpourJeroen De KooningGuillaume CrevecoeurLieven Vandevelde

An optimal wind farm operation strategy for the provision of frequency containment reserve incorporating active wake control

Nezmin KayedpourJeroen De KooningArash Ebneali SamaniFarjam KayedpourLieven VandeveldeGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON SUSTAINABLE ENERGY

An optimal wind farm operation strategy for the provision of frequency containment reserve incorporating active wake control

Nezmin KayedpourJeroen De KooningArash Ebneali SamaniFarjam KayedpourLieven VandeveldeGuillaume Crevecoeur

Application of soft switching multiple model predictive control in a high-speed industrial pick and place machine : introducing cross-over time strategy

Babak Mehdizadeh GavganiArash FarnamJeroen De KooningGuillaume Crevecoeur

Collision avoidance in connected vehicles : a distributed control approach

Arash FarnamBabak Mehdizadeh GavganiGuillaume Crevecoeur

Computationally efficient estimation of thermally induced stresses in motorette using numerical homogenization techniques and experimental validation

Seyede Faezeh HosseiniGuillaume CrevecoeurHendrik Vansompel

Data-driven virtual sensing for probabilistic condition monitoring of solenoid valves

Victor VantilborghTom LefebvreKerem EryilmazGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

Diffusion-based reinforcement learning for flexibility improvement in energy management systems

Siebe PaesschesooneNezmin KayedpourCarlo MannaGuillaume Crevecoeur

Dual regularized policy updating and shiftpoint detection for automated deployment of reinforcement learning controllers on industrial mechatronic systems

Victor VantilborghTom StaessensWannes De GrooteGuillaume Crevecoeur

A1 Journal Article in CONTROL ENGINEERING PRACTICE

Dynamic feedback linearization of flying wings with real-time Newton-Raphson iterations

Tom LefebvreJolan WautersGuillaume Crevecoeur

Improving energy flexibility in photovoltaic-battery systems through switching reinforcement learning control

Siebe PaesschesooneNezmin KayedpourCarlo MannaGuillaume Crevecoeur

Improving energy flexibility in photovoltaic-battery systems through switching reinforcement learning control

Siebe PaesschesooneNezmin KayedpourCarlo MannaGuillaume Crevecoeur

Improving the collision tolerance of high-speed industrial robots via impact-aware path planning and series clutched actuation

Frederik OstynBram VanderborghtGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON ROBOTICS

Integrated barometric pressure sensors on legged robots for enhanced tactile exploration of edges

Thijs Van HauwermeirenAnatolii SianovAnnelies CoeneGuillaume Crevecoeur

A1 Journal Article in IEEE ROBOTICS AND AUTOMATION LETTERS

KeyCLD : learning constrained Lagrangian dynamics in keypoint coordinates from images

Rembert DaemsJeroen TaetsFrancis wyffelsGuillaume Crevecoeur

A1 Journal Article in NEUROCOMPUTING

Leveraging human strategy in Bayesian optimization for industrial commissioning

András RetzlerTom LefebvreGuillaume Crevecoeur

Leveraging human strategy in Bayesian optimization for industrial commissioning

András RetzlerTom LefebvreGuillaume Crevecoeur

Model-based optimization and control for magnetic particle targeting in biomedical applications

Rikkert Van DurmeGuillaume CrevecoeurLuc Dupré

Moving control surfaces in a geometry-resolved CFD model of an airborne wind energy system

Niels PynaertThomas HaasJolan WautersGuillaume CrevecoeurJoris Degroote

Navigating towards a sustainable energy future : overbuilding renewables and hydrogen integration strategies

Nezmin KayedpourSiavash AsiabanArash Ebneali SamaniJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

Optimized magnetic particle navigation based on data-driven model for enhanced drug targeting

Rikkert Van DurmeGuillaume CrevecoeurLuc DupréAnnelies Coene

A1 Journal Article in IEEE ACCESS

Partial decomposition of nonlinear Euler–Lagrange equations with a state transform

Michiel De RoeckJasper JuchemGuillaume CrevecoeurMia Loccufier

A1 Journal Article in NONLINEAR DYNAMICS

Reactive planning MPC of pusher-sliders with obstacle avoidance and imposed velocity profiles

Sander De WitteThomas NeveTom LefebvreGuillaume Crevecoeur

Reinforcement learning for an enhanced energy flexibility controller incorporating predictive safety filter and adaptive policy updates

Siebe PaesschesooneNezmin KayedpourCarlo MannaGuillaume Crevecoeur

A1 Journal Article in APPLIED ENERGY

Series clutched actuation for collision-tolerant high-speed robots

Frederik OstynBram VanderborghtGuillaume Crevecoeur

A1 Journal Article in JOURNAL OF MECHANISMS AND ROBOTICS-TRANSACTIONS OF THE ASME

Soft barometric tactile sensor utilizing iterative pressure reconstruction

Thomas De ClercqAnatolii SianovFrederik OstynGuillaume Crevecoeur

A1 Journal Article in IEEE ACCESS

Soft switching multiple model predictive control with overlapping cross-over time strategy in an industrial high speed pick and place application

Babak Mehdizadeh GavganiArash FarnamFoeke VanbecelaereJeroen De KooningKurt StockmanGuillaume Crevecoeur

A1 Journal Article in CONTROL ENGINEERING PRACTICE

Trajectory planning of slider-pushers in cluttered environments with automatic switching

Thomas NeveSander De WitteTom LefebvreGuillaume Crevecoeur

Variational inference for SDEs driven by fractional noise

Rembert DaemsManfred OpperGuillaume CrevecoeurTolga Birdal

Wind energy conversion systems (optimal operational frameworks)

Nezmin KayedpourBabak Mehdizadeh GavganiJeroen De KooningGuillaume Crevecoeur

Wind turbine hybrid physics-based deep learning model for a health monitoring approach considering provision of ancillary services

Nezmin KayedpourJixiang QingJolan WautersJeroen De KooningIvo CouckuytGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

2023

A posteriori control densities : imitation learning from partial observations

Tom LefebvreGuillaume Crevecoeur

A1 Journal Article in PATTERN RECOGNITION LETTERS

A supervisory learning control framework for autonomous & real-time task planning for an underactuated cooperative robotic task

Sander De WitteTom LefebvreThijs Van HauwermeirenGuillaume Crevecoeur

Adaptive neuro-fuzzy control of active vehicle suspension based on H2 and H∞ syntheses

Jaffar Seyyed EsmaeiliAhmad AkbariArash FarnamNasser Lashgarian AzadGuillaume Crevecoeur

A1 Journal Article in MACHINES

An adaptive operational strategy for enhanced provision of frequency containment reserve by Wind Turbines : data-driven based power reserve adjustment

Nezmin KayedpourJeroen De KooningArash Ebneali SamaniLieven VandeveldeGuillaume Crevecoeur

A1 Journal Article in ELECTRIC POWER SYSTEMS RESEARCH

An optimal operation strategy for collaborative flexibility provision of a carbon capture and utilization process with wind energy

Arash Ebneali SamaniNezmin KayedpourFarjam KayedpourJeroen De KooningGuillaume CrevecoeurLieven Vandevelde

A1 Journal Article in IEEE TRANSACTIONS ON SUSTAINABLE ENERGY

Anodized aluminium foil winding axial flux machine for direct-drive robotic applications

Jordi Van DammeHendrik VansompelGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Bringing reinforcement learning to real-world mechatronic systems : a hybrid learning control approach

Tom StaessensGuillaume CrevecoeurTom Lefebvre

Data-driven adaptive operational strategies for wind energy conversion systems incorporating frequency containment reserve

Nezmin KayedpourGuillaume CrevecoeurJeroen De Kooning

Data-driven identification of stochastic system dynamics under partial observability using physics-based model priors with application to acrobot

Victor VantilborghTom LefebvreGuillaume Crevecoeur

Design of a high torque density electric actuator for quasi-direct-drive robot applications

Jordi Van DammeGuillaume CrevecoeurHendrik Vansompel

Differential flatness of slider-pusher systems for constrained time optimal collision free path planning

Tom LefebvreSander De WitteThomas NeveGuillaume Crevecoeur

A1 Journal Article in JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME

Early inner race fault detection on a ball bearing setup using histogram of oriented gradients and wavelet subselection

Cedric Van HeckJolan WautersTom StaessensGuillaume CrevecoeurTed Ooijevaar

Flatness-based MPC using B-splines transcription with application to a Pusher-Slider System

Thomas NeveTom LefebvreSander De WitteGuillaume Crevecoeur

High dynamic collision tolerant robot design

Frederik OstynGuillaume CrevecoeurBram Vanderborght

Hybrid modeling of an adhesive bonding process, case study : polyphenylene sulfide

Saeideh Khatiry GoharoodiJeroen JordensBart Van DoninckGuillaume Crevecoeur

Improved magnetic drug targeting with maximized magnetic forces and limited particle spreading

Rikkert Van DurmeGuillaume CrevecoeurLuc DupréAnnelies Coene

A1 Journal Article in MEDICAL PHYSICS

KeyCLD : learning constrained Lagrangian dynamics in keypoint coordinates from images

Rembert DaemsJeroen TaetsFrancis wyffelsGuillaume Crevecoeur

Multi-objective co-design for mission-specific development of unmanned aerial systems

Jolan WautersTom LefebvreGuillaume Crevecoeur

Optimizing cascaded control of mechatronic systems through constrained residual reinforcement learning

Tom StaessensTom LefebvreGuillaume Crevecoeur

A1 Journal Article in MACHINES

Overload clutch with integrated torque sensing and decoupling detection for collision tolerant hybrid high-speed industrial cobots

Frederik OstynBram VanderborghtGuillaume Crevecoeur

Physics-enhanced machine learning for predictive maintenance of solenoid valves and water distribution networks

Ganjour MazaevSofie Van HoeckeGuillaume Crevecoeur

Physics-informed LSTM network for flexibility identification in evaporative cooling system

Manu LahariyaKarami FarzanehChris DevelderGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

Scalable recursive state estimation for nonlinear two-dimensional complex networks with switching topology

Hossein RezaeiArash FarnamGuillaume Crevecoeur

A1 Journal Article in INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL

Stall torque performance analysis of a YASA axial flux permanent magnet synchronous machine

Jordi Van DammeHendrik VansompelGuillaume Crevecoeur

A1 Journal Article in MACHINES

Tire cornering stiffness estimation using hybrid modeling

Ehsan Askari RenaniDavide GorgorettiGuillaume Crevecoeur

Towards task tailored articulated robot designs

Tom LefebvreJolan WautersFrederik OstynGuillaume Crevecoeur

Unsteady aerodynamic simulations of an airborne wind energy system in realistic flight and environmental conditions using computational fluid dynamics

Niels PynaertThomas HaasJolan WautersGuillaume CrevecoeurJoris Degroote

Unsteady aerodynamic simulations of an airborne wind energy reference system in realistic flight conditions using computational fluid dynamics

Niels PynaertThomas HaasJolan WautersGuillaume CrevecoeurJoris Degroote

Variational inference for SDEs driven by fractional noise

Rembert DaemsManfred OpperGuillaume CrevecoeurTolga Birdal

Wing deformation of an airborne wind energy system in crosswind flight using high-fidelity fluid–structure interaction

Niels PynaertThomas HaasJolan WautersGuillaume CrevecoeurJoris Degroote

A1 Journal Article in ENERGIES

2022

A radial basis function-based optimization algorithm with regular simplex set geometry in ellipsoidal trust-regions

Tom LefebvreFrederik De BelieGuillaume Crevecoeur

A1 Journal Article in MATHEMATICAL PROBLEMS IN ENGINEERING

A robust synchronizing distributed controller for multi-robotic manipulators with Euler-Lagrange equations

Arash FarnamBabak Mehdizadeh GavganiGuillaume Crevecoeur

A soft barometric tactile sensor to simultaneously localize contact and estimate normal force with validation to detect slip in a robotic gripper

Thomas De ClercqAnatolii SianovGuillaume Crevecoeur

A1 Journal Article in IEEE ROBOTICS AND AUTOMATION LETTERS

Adaptive control of a mechatronic system using constrained residual reinforcement learning

Tom StaessensTom LefebvreGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

An optimal operational strategy for wind farms

Nezmin KayedpourNarender SinghJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

An optimal wind farm control strategy for grid frequency support using particle swarm optimization

Nezmin KayedpourNarender SinghJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

Anodised aluminium foil winding axial flux machine for (quasi-)direct-drive robotic applications : preliminary design and manufacturing

Jordi Van DammeHendrik VansompelGuillaume CrevecoeurRafael NunesKoen FaesRobin Tack

Anodised aluminium foil winding axial flux machine for high torque density robot actuators

Jordi Van DammeHendrik VansompelGuillaume Crevecoeur

Comparative study of co-design strategies for mission-specific design of quadcopters using differential flatness and Bayesian optimization

Jolan WautersTom LefebvreGuillaume Crevecoeur

Comparative study of sample based model predictive control with application to autonomous racing

Thomas NeveTom LefebvreGuillaume Crevecoeur

Control design and practical implementation of a robust soft switching multiple model predictive control for a wind energy conversion system

Babak Mehdizadeh GavganiArash FarnamJeroen De KooningGuillaume Crevecoeur

Data-driven symbolic models for mechatronic system identification and control

Saeideh Khatiry GoharoodiGuillaume CrevecoeurLuc Dupré

Design and control of a quasi-direct drive robotic gripper for collision tolerant picking at high speed

Frederik OstynBram VanderborghtGuillaume Crevecoeur

A1 Journal Article in IEEE ROBOTICS AND AUTOMATION LETTERS

Design and control of a quasi-direct drive robotic gripper for collision tolerant picking at high speed

Frederik OstynBram VanderborghtGuillaume Crevecoeur

Efficiency enhancements of wind energy conversion systems using soft switching multiple model predictive control

Babak Mehdizadeh GavganiArash FarnamJeroen De KooningGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON ENERGY CONVERSION

Efficient ODE substructure identification of the acrobot under partial observability using neural networks and direct multiple shooting

Victor VantilborghTom LefebvreGuillaume Crevecoeur

Entropy regularised deterministic optimal control : from path integral solution to sample-based trajectory optimisation

Tom LefebvreGuillaume Crevecoeur

High fidelity fluid-structure interaction simulation of a multi-megawatt airborne wind energy reference system

Niels PynaertJolan WautersGuillaume CrevecoeurJoris Degroote

High fidelity fluid-structure interaction simulation of a multi-megawatt airborne wind energy reference system in cross-wind flight

Niels PynaertJolan WautersGuillaume CrevecoeurJoris Degroote

H∞ distributed synchronising controller for Euler-Lagrangian multi-agents under communication time-delay

Arash FarnamBabak Mehdizadeh GavganiGuillaume Crevecoeur

Learning to cooperate : a hierarchical cooperative dual arm approach for underactuated pick-and-placing

Sander De WitteThijs Van HauwermeirenTom LefebvreGuillaume Crevecoeur

Learning to cooperate : a hierarchical cooperative dual robot arm approach for underactuated pick-and-placing

Sander De WitteThijs Van HauwermeirenTom LefebvreGuillaume Crevecoeur

A1 Journal Article in IEEE-ASME TRANSACTIONS ON MECHATRONICS

Model predictive control with a cascaded Hammerstein neural network of a wind turbine providing frequency containment reserve

Nezmin KayedpourArash Ebneali SamaniJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON ENERGY CONVERSION

Neural network augmented physics models for systems with partially unknown dynamics : application to slider-crank mechanism

Wannes De GrooteEdward KikkenErik HostensSofie Van HoeckeGuillaume Crevecoeur

A1 Journal Article in IEEE-ASME TRANSACTIONS ON MECHATRONICS

Overload clutch design for collision tolerant high-speed industrial robots

Frederik OstynBram VanderborghtGuillaume Crevecoeur

Overload clutch with integrated torque sensing and decoupling detection for collision tolerant hybrid high-speed industrial cobots

Frederik OstynBram VanderborghtGuillaume Crevecoeur

A1 Journal Article in IEEE ROBOTICS AND AUTOMATION LETTERS

Overload clutch with integrated torque sensing for hybrid industrial cobots

Frederik OstynBram VanderborghtGuillaume Crevecoeur

Performance comparison of axial flux PM machine with anodised aluminium foil and round copper wire

Jordi Van DammeHendrik VansompelGuillaume Crevecoeur

Physics-based neural network models for prediction of cam-follower dynamics beyond nominal operations

Wannes De GrooteSofie Van HoeckeGuillaume Crevecoeur

A1 Journal Article in IEEE-ASME TRANSACTIONS ON MECHATRONICS

Prediction of follower jumps in cam-follower mechanisms : the benefit of using physics-inspired features in recurrent neural networks

Wannes De GrooteSofie Van HoeckeGuillaume Crevecoeur

A1 Journal Article in MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Prediction-based wind turbine operation for active participation in the day-ahead and reserve markets

Narender SinghSeyyed Ahmad HosseiniNezmin KayedpourJeroen De KooningZacharie De GrèveJean-François ToubeauFrançois ValléeGuillaume CrevecoeurLieven Vandevelde

Preventing catastrophic forgetting using prior transfer in physics informed Bayesian neural networks

Cedric Van HeckGuillaume Crevecoeur

Preventing catastrophic forgetting using prior transfer in physics informed Bayesian neural networks

Cedric Van HeckAnnelies CoeneGuillaume Crevecoeur

Robust stability analysis of interval fractional-order plants with interval time delay and general form of fractional-order controllers

Majid GhorbaniMahsan Tavakoli-KakhkiAleksei TepljakovEduard PetlenkovArash FarnamGuillaume Crevecoeur

A2 Journal Article in IEEE CONTROL SYSTEMS LETTERS

Robust stability analysis of unstable second order plus time-delay (SOPTD) plant by fractional-order proportional integral (FOPI) controllers

Marzieh AsadiArash FarnamHamed NazifiSam RoozbehaniGuillaume Crevecoeur

A1 Journal Article in MATHEMATICS

SAMURAI : a new asynchronous Bayesian optimization technique for optimization-under-uncertainty

Jolan WautersJoris DegrooteIvo CouckuytGuillaume Crevecoeur

A1 Journal Article in AIAA JOURNAL

Soft switching multiple model predictive control in wind energy conversion systems : practical evaluations

Babak Mehdizadeh GavganiArash FarnamJeroen De KooningGuillaume Crevecoeur

Towards Bayesian co-design for mission specific design of dynamical systems

Jolan WautersTom LefebvreGuillaume Crevecoeur

Trajectory optimization of a high speed pick and place unit using soft switching multiple model predictive control

Babak Mehdizadeh GavganiArash FarnamFoeke VanbecelaereJeroen De KooningGuillaume Crevecoeur

Unsteady aerodynamic simulations of a multi-megawatt airborne wind energy reference system using computational fluid dynamics

Niels PynaertJolan WautersGuillaume CrevecoeurJoris Degroote

Wind turbine anomaly detection using surrogate models

Nezmin KayedpourArash Ebneali SamaniSiavash AsiabanNarender SinghJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

2021

A system identification procedure for multibody system dynamics

Ehsan Askari RenaniGuillaume Crevecoeur

Analytic model for multi-point large-radius bending of steel sheets

Cedric ThielenKoen DecroosDiarmuid ShoreGuillaume CrevecoeurFrederik De Belie

Bayesian convolutional neural networks for remaining useful life prognostics of solenoid valves with uncertainty estimations

Ganjour MazaevGuillaume CrevecoeurSofie Van Hoecke

A1 Journal Article in IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

Comparison of collision detection techniques for high-speed industrial robot actuators with overload clutch

Frederik OstynBram VanderborghtGuillaume Crevecoeur

Delay dependent criteria for the consensus of second‐order multi‐agent systems subject to communication delay

Amir NejadvaliReza Mahboobi EsfanjaniArash FarnamGuillaume Crevecoeur

A1 Journal Article in IET CONTROL THEORY AND APPLICATIONS

Direct data driven nonlinear control design

Saeideh Khatiry GoharoodiDhruv KhandelwalRoland TóthGuillaume Crevecoeur

Exploiting bidirectional power flow control to capture wind gust power in small and medium wind turbines

Babak Mehdizadeh GavganiTom StaessensJordi Van DammeJeroen De KooningDimitar BozalakovLieven VandeveldeGuillaume Crevecoeur

Guaranteeing string stability of multiple interconnected vehicles using heterogeneous controllers

Arash FarnamGuillaume Crevecoeur

A1 Journal Article in JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME

Hybrid physics-based neural network models for predicting nonlinear dynamics in mechatronic applications

Wannes De GrooteGuillaume CrevecoeurSofie Van Hoecke

Impact of fast wind fluctuations on the profit of a wind power producer jointly trading in energy and reserve markets

Seyyed Ahmad HosseiniJean-François ToubeauNarender SinghJeroen De KooningNezmin KayedpourGuillaume CrevecoeurZacharie De GrèveFrançois ValléeLieven Vandevelde

Improving torque in a magnetic resonance based motoring system by detuning from resonance

Matthias VandeputteDimitar BozalakovLuc DupréGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON ENERGY CONVERSION

Maximizing wind turbine efficiency by using soft switching multiple model predictive control

Babak Mehdizadeh GavganiArash FarnamJeroen De KooningGuillaume Crevecoeur

Model-based optimized steering and focusing of local magnetic particle concentrations for targeted drug delivery

Rikkert Van DurmeGuillaume CrevecoeurLuc DupréAnnelies Coene

A1 Journal Article in DRUG DELIVERY

Overload clutch design for collision tolerant high-speed industrial robots

Frederik OstynTom LefebvreBram VanderborghtGuillaume Crevecoeur

Overload clutch design for collision tolerant high–speed industrial robots

Frederik OstynTom LefebvreBram VanderborghtGuillaume Crevecoeur

A1 Journal Article in IEEE ROBOTICS AND AUTOMATION LETTERS

Physics-informed recurrent neural networks for the identification of a generic energy buffer system

Manu LahariyaKarami FarzanehChris DevelderGuillaume Crevecoeur

Real-time energy-efficient actuation of induction motor drives using approximate dynamic programming

Arne De KeyserHendrik VansompelGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Remote electromechanical actuation using electrically resonant power transfer systems : design and optimal control

Matthias VandeputteGuillaume CrevecoeurLuc Dupré

Rotor temperature virtual sensing for induction machines using a lumped-parameter thermal network and dual Kalman filtering

Pieter Nguyen PhucDimitar BozalakovHendrik VansompelKurt StockmanGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON ENERGY CONVERSION

Scalable distributed state estimation for a class of state-saturated systems subject to quantization effects

Hossein RezaeiArash FarnamFarshad RahimiGuillaume Crevecoeur

A1 Journal Article in IEEE ACCESS

Sparse multi-sensor monitoring system design for vehicle application

Saeideh Khatiry GoharoodiTed OoijevaarAbdellatif Bey-TemsamaniGuillaume Crevecoeur

Wind and solar intermittency and the associated integration challenges : a comprehensive review including the status in the Belgian power system

Siavash AsiabanNezmin KayedpourArash Ebneali SamaniDimitar BozalakovJeroen De KooningGuillaume CrevecoeurLieven Vandevelde

A1 Journal Article in ENERGIES

2020

A framework for robust quadratic optimal control with parametric dynamic model uncertainty using polynomial chaos

Tom LefebvreFrederik De BelieGuillaume Crevecoeur

A1 Journal Article in OPTIMAL CONTROL APPLICATIONS & METHODS

A relaxed model selection method for Duffing oscillator identification

Saeideh Khatiry GoharoodiKevin DekemeleMia LoccufierLuc DupréGuillaume Crevecoeur

A sensing-control architecture for energy-efficient actuation of an all-electric dual-drive powertrain

Arne De KeyserGuillaume CrevecoeurHendrik Vansompel

An optimal control strategy to maximize power in an offshore wind farm by reducing wake interaction

Nezmin KayedpourArash Ebneali SamaniNarender SinghJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

Data-driven prognostics of alternating current solenoid valves

Ganjour MazaevAgusmian Partogi OmpusungguGeorges TodGuillaume CrevecoeurSofie Van Hoecke

Deep learning time series prediction of wind speed using group method of data handling

Nezmin KayedpourNarender SinghArash Ebneali SamaniJeroen De KooningGuillaume CrevecoeurLieven Vandevelde

Drivetrain system identification in a multi-task learning strategy using partial asynchronous elastic averaging stochastic gradient descent

Tom StaessensGuillaume Crevecoeur

Equine electrocardiography revisited : 12- lead recording, vectorcardiography and the power of machine intelligence

Glenn Van SteenkisteGunther van LoonAnnelies DecloedtGuillaume CrevecoeurTammo Delhaas

Evolutionary-based sparse regression for the experimental identification of duffing oscillator

Saeideh Khatiry GoharoodiKevin DekemeleMia LoccufierLuc DupréGuillaume Crevecoeur

A1 Journal Article in MATHEMATICAL PROBLEMS IN ENGINEERING

Fast performance assessment of mechatronic designs integrating CAD and dynamical models with application on servo actuated designs

Thijs Van HauwermeirenAnnelies CoeneGuillaume Crevecoeur

Impossibility of BIBO-type string stability with homogeneous controllers and constant spacing policy

Arash FarnamGuillaume Crevecoeur

Inverse parametric uncertainty identification using polynomial chaos and high-order moment matching benchmarked on a wet friction clutch

Wannes De GrooteTom LefebvreGeorges TodNele De GeeterBruno DepraetereSuzanne Van PoppelGuillaume Crevecoeur

A1 Journal Article in MECHATRONICS

Inverse thermal identification of a thermally instrumented induction machine using a lumped-parameter thermal model

Pieter Nguyen PhucHendrik VansompelDimitar BozalakovKurt StockmanGuillaume Crevecoeur

A1 Journal Article in ENERGIES

On entropy regularized Path Integral Control for trajectory optimization

Tom LefebvreGuillaume Crevecoeur

A1 Journal Article in ENTROPY

Synchronising H∞ robust distributed controller for multi-robotic manipulators

Arash FarnamGuillaume Crevecoeur

Thermal monitoring and robust field-oriented torque control for induction machines using virtual sensing

Pieter Nguyen PhucGuillaume CrevecoeurKurt Stockman

Towards accelerated robotic deployment by supervised learning of latent space observer and policy from simulated experiments with expert policies

Olivier AlgoetTom LefebvreGuillaume Crevecoeur

Transfer learning in ECG classification from human to horse using a novel parallel neural network architecture

Glenn Van SteenkisteGunther van LoonGuillaume Crevecoeur

A1 Journal Article in SCIENTIFIC REPORTS

2019

A data-driven approach using deep learning time series prediction for forecasting power system variables

Nezmin KayedpourArash Ebneali SamaniJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

A multi-channel temperature monitoring system for inverter-fed electrical machines

Pieter Nguyen PhucDimitar BozalakovHendrik VansompelKurt StockmanGuillaume Crevecoeur

About satisfying string stability using heterogenous unidirectional controllers

Arash FarnamGuillaume Crevecoeur

Adaptive approximate dynamic optimization : a slider-crank case study

Tom LefebvreFrederik De BelieFrank NaetsGuillaume Crevecoeur

Adaptive convex loss mappings for enhanced loss assessment in asynchronous drives

Arne De KeyserHendrik VansompelGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

An inverse thermal modeling approach for thermal parameter and loss identification in an axial flux permanent magnet machine

Hendrik VansompelAnna YarantsevaPeter SergeantGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Approximate numerical solution strategies for dynamic optimization and optimal control problems

Tom LefebvreGuillaume CrevecoeurFrederik De Belie

Beowind : offshore wind farms as an ancillary service provider

Nezmin KayedpourNarender SinghJeroen De KooningGuillaume CrevecoeurLieven Vandevelde

Computationally efficient modeling for assessing the energy efficiency of electric drivetrains using convex formulations

Matthias VandeputteArne De KeyserGuillaume Crevecoeur

A1 Journal Article in INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS

Data-driven discovery of the heat equation in an induction machine via sparse regression

Saeideh Khatiry GoharoodiPieter Nguyen PhucLuc DupréGuillaume Crevecoeur

Data-driven online temperature compensation for robust field-oriented torque-controlled induction machines

Pieter Nguyen PhucHendrik VansompelDimitar BozalakovKurt StockmanGuillaume Crevecoeur

A1 Journal Article in IET ELECTRIC POWER APPLICATIONS

Effect of transmitter position on the torque generation of a magnetic resonance based motoring system

Matthias VandeputteLuc DupréGuillaume Crevecoeur

Experimental identification of the induction machine frame convection coefficient for varying ventilator speeds

Pieter Nguyen PhucHendrik VansompelDimitar BozalakovKurt StockmanGuillaume Crevecoeur

Harvesting wind gust energy with small and medium wind turbines using a bidirectional control strategy

Milad Sajadi Mian AbJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

A2 Journal Article in JOURNAL OF ENGINEERING-JOE

Hybrid derivative functions for identification of unknown loads and physical parameters with application on slider-crank mechanism

Wannes De GrooteEdward KikkenSrajan GoyalSofie Van HoeckeErik HostensGuillaume Crevecoeur

Integrated offline reinforcement learning for optimal power flow management in an electric dual-drive vehicle

Arne De KeyserGuillaume Crevecoeur

Interpretable detection of unstable smart TV usage from power state logs

Ganjour MazaevOlivier JanssensDirk Van GheelLieve LanoyeGuillaume CrevecoeurSofie Van Hoecke

Inverse stochastic quadcopter trajectory generation using flat inverse dynamics and polynomial chaos uncertainty propagation

Tom LefebvreFrederik De BelieGuillaume Crevecoeur

Magnetic hyperthermia for spinal metastases using PMMA loaded with nanoparticles

Mariem HarabechLuc DupréDirk Van RoostGuillaume Crevecoeur

Multi-objective predictive control optimization with varying term objectives : a wind farm case study

Clara-Mihaela IonescuConstantin F. CaruntuRicardo Alfredo Cajo DiazMihaela GhitaGuillaume CrevecoeurCosmin Copot

A1 Journal Article in PROCESSES

Parametric uncertainty quantification using polynomial chaos expansions applied to a wet friction clutch model

Georges TodWannes De GrooteTom LefebvreNele De GeeterBruno DepraetereGuillaume Crevecoeur

A2 Journal Article in INTERNATIONAL JOURNAL OF MODELING AND OPTIMIZATION

Path integral policy improvement with differential dynamic programming

Tom LefebvreGuillaume Crevecoeur

Quasi-static Torque Profile Expressions for Magnetic Resonance Based Remote Actuation

Matthias VandeputteLuc DupréGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON ENERGY CONVERSION

Robust approximation models for predictive control of a variable pitch wind power drivetrain

Nezmin KayedpourArash Ebneali SamaniJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

Series and parallel capacitor compensation of the transmitter in a magnetic resonance based motoring system

Matthias VandeputteLuc DupréGuillaume Crevecoeur

Towards optimal exploitation of all-electric dual drive powertrains in smart e-motion systems

Arne De KeyserGuillaume Crevecoeur

2018

A trajectory-based sampling strategy for sequentially refined metamodel management of metamodel-based dynamic optimization in mechatronics

Tom LefebvreFrederik De BelieGuillaume Crevecoeur

A1 Journal Article in OPTIMAL CONTROL APPLICATIONS & METHODS

Data-driven optimal power flow management in an electric dual-drive topology for vehicle electrification

Arne De KeyserGuillaume Crevecoeur

Harvesting wind gust energy with small and medium wind turbines using a bidirectional control strategy

Milad Sajadi Mian AbJeroen De KooningLieven VandeveldeGuillaume Crevecoeur

Inverse methodology for the parameter identification of a lumped parameter thermal network for an induction machine

Pieter Nguyen PhucKurt StockmanGuillaume Crevecoeur

Magnetic nanoparticles spying on their environment in magnetorelaxometry imaging

Annelies CoeneJonathan LeliaertMaik LieblUwe SteinhoffFrank WiekhorstDaniel BaumgartenGuillaume CrevecoeurLuc Dupré

Model-based feedforward targeting of magnetic microparticles in fluids using dynamic optimization

Rikkert Van DurmeAnnelies CoeneTom LefebvreLuc DupréGuillaume Crevecoeur

Model-based optimal design of a magnetic nanoparticle tomographic imaging setup

Rikkert Van DurmeAnnelies CoeneGuillaume CrevecoeurLuc Dupré

Polynomial chaos reformulation in nonlinear stochastic optimal control with application on a drivetrain subject to bifurcation phenomena

Tom LefebvreFrederik De BelieGuillaume Crevecoeur

Sparse identification of nonlinear duffing oscillator from measurement data

Saeideh Khatiry GoharoodiKevin DekemeleLuc DupréMia LoccufierGuillaume Crevecoeur

Sparse identification of nonlinear dynamical systems from data

Saeideh Khatiry GoharoodiGuillaume Crevecoeur

Thermal parameter identification of an electrical machine using inverse modelling and non-collocated thermal sensors

Hendrik VansompelAnna YarantsevaPeter SergeantGuillaume Crevecoeur

Tissue mapping for improved multi-colour magnetorelaxometry imaging

Annelies CoeneJonathan LeliaertMaik LieblUwe SteinhoffFrank WiekhorstDaniel BaumgartenGuillaume CrevecoeurLuc Dupré

2017

A wave emulator for ocean wave energy, a Froude-scaled dry power take-off test setup

Kristof De KokerGuillaume CrevecoeurBart MeersmanMarc VantorreLieven Vandevelde

A1 Journal Article in RENEWABLE ENERGY

Adaptive state space representations enabling reliable and robust decision-making in asynchronous drives for mechatronic applications

Arne De KeyserDirk StroobandtGuillaume Crevecoeur

Analysis of the hyperthermia efficiency and MRI quality trade off in PMMA-based bone cements loaded with magnetic nanoparticles

Nele De GeeterMariem HarabechGuillaume CrevecoeurLuc Dupré

Convex mapping formulations enabling optimal power split and design of the electric drivetrain in All-electric vehicles

Arne De KeyserMatthias VandeputteGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Data-driven discovery of the nonlinear dynamics in an electromechanical drivetrain using mixed norm inverse solver

Guillaume Crevecoeur

Experimental and numerical analysis of magnetic nanoparticle hyperthermia : an interdisciplinary cancer treatment

Frederik SoetaertLuc DupréGuillaume Crevecoeur

Experimental ex-vivo validation of PMMA-based bone cements loaded with magnetic nanoparticles enabling hyperthermia of metastatic bone tumors

Mariem HarabechNormunds Rungevics KiselovsWIM MAENHOUDTGuillaume CrevecoeurDirk Van RoostLuc Dupré

A1 Journal Article in AIP ADVANCES

Multi-color magnetic nanoparticle imaging using magnetorelaxometry

Annelies CoeneJonathan LeliaertMaik LieblNorbert LoewaUwe SteinhoffGuillaume CrevecoeurLuc DupréFrank Wiekhorst

A1 Journal Article in PHYSICS IN MEDICINE AND BIOLOGY

Non-invasive methods for spatial and quantitative reconstructions of magnetic nanoparticles using electron paramagnetic resonance and magnetorelaxometry

Annelies CoeneLuc DupréGuillaume Crevecoeur

Polynomial chaos explicit solution of the optimal control problem in model predictive control

Tom LefebvreFrederik De BelieGuillaume Crevecoeur

Sensor fusion of electron paramagnetic resonance and magnetorelaxometry data for quantitative magnetic nanoparticle imaging

Annelies CoeneJonathan LeliaertGuillaume CrevecoeurLuc Dupré

A1 Journal Article in JOURNAL OF PHYSICS D-APPLIED PHYSICS

The effect of the magnetic nanoparticle’s size dependence of the relaxation time constant on the specific loss power of magnetic nanoparticle hyperthermia

Mariem HarabechJonathan LeliaertAnnelies CoeneGuillaume CrevecoeurDirk Van RoostLuc Dupré

A1 Journal Article in JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS

Towards Accelerated Optimal Control with Black-Box System Simulators using an Adaptive Surrogate Model Refinement Trust Region Management Framework

Tom LefebvreFrederik De BelieGuillaume Crevecoeur

2016

A power take-off and control strategy in a test wave energy converter for a moderate wave climate

Kristof De KokerGuillaume CrevecoeurBart MeersmanMarc VantorreLieven Vandevelde

Comparative study of particle Electron Paramagnetic Resonance and Magnetorelaxometry for quantitative magnetic nanoparticle imaging

Annelies CoeneJonathan LeliaertGuillaume CrevecoeurLuc Dupré

Computational analysis of the effect of superparamagnetic nanoparticle properties on bioheat transfer in magnetic nanoparticle hyperthermia

Frederik SoetaertLuc DupréGuillaume Crevecoeur

Coupled electrical-thermal model for monopolar and bipolar radiofrequency liver tumor ablation

Frederik SoetaertGuillaume CrevecoeurLuc Dupré

Effect of coupled magnetic resonance air-cored receiver structures on the frequency splitting in wireless power transfer systems

Guillaume CrevecoeurAlex Van den Bossche

Energy storage system for off-grid testing of a wave energy converter

Kristof De KokerGuillaume CrevecoeurBart MeersmanMarc VantorreLieven Vandevelde

Estimating the electrical conductivity values of human tissue in the low frequency domain using induced current MR electrical impedance tomography: a feasibility study on phantoms

Nele De GeeterWout JosephRoel Van HolenGuillaume CrevecoeurLuc Dupré

How to include the variability of TMS responses in simulations : a speech mapping case study

Nele De GeeterPantelis LioumisAki LaaksoGuillaume CrevecoeurLuc Dupré

A1 Journal Article in PHYSICS IN MEDICINE AND BIOLOGY

Modeling transcranial magnetic stimulation from the induced electric fields to the membrane potentials along tractography-based white matter fiber tracts

Nele De GeeterLuc DupréGuillaume Crevecoeur

A1 Journal Article in JOURNAL OF NEURAL ENGINEERING

Optimal torque actuations of an electric drivetrain using convex optimized power flows

Arne De KeyserMatthias VandeputteGuillaume Crevecoeur

Optimizing state trajectories using surrogate models with application on a mechatronic example

Tom LefebvreFrederik De BelieGuillaume Crevecoeur

The effect of the magnetic nanoparticles size dependence of the relaxation time constant on the specific loss power of magnetic nanoparticle hyperthermia

Mariem HarabechGuillaume CrevecoeurJonathan LeliaertDirk Van RoostLuc Dupré

2015

A diffusion tensor-based computational model for transcranial magnetic stimulation : from macroscopic fields to neuronal membrane potentials

Nele De GeeterLuc DupréGuillaume Crevecoeur

Computational evaluation of amplitude modulation for enhanced magnetic nanoparticle hyperthermia

Frederik SoetaertLuc DupréRobert IvkovGuillaume Crevecoeur

A1 Journal Article in BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK

Design of a froude scaled PTO lab setup

Kristof De KokerGuillaume CrevecoeurMarc VantorreLieven Vandevelde

Experimental analysis of amplitude- and frequency-dependent specific loss power measurements of magnetic nanoparticles

Frederik SoetaertSri Kamal KandalaGuillaume CrevecoeurLuc DupréRobert Ivkov

Magnetic nanoparticle imaging using multiple electron paramagnetic resonance activation sequences

Annelies CoeneGuillaume CrevecoeurLuc Dupré

A1 Journal Article in JOURNAL OF APPLIED PHYSICS

Numerical analysis of amplitude modulation in magnetic nanoparticle hyperthermia

Frederik SoetaertGuillaume CrevecoeurLuc Dupré

On cost function transformations for the reduction of uncertain model parameters' impact towards the optimal solutions

Guillaume CrevecoeurRob De Staelen

A1 Journal Article in JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Quantitative comparison of magnetorelaxometry models

Annelies CoeneGuillaume CrevecoeurJonathan LeliaertLuc Dupré

Quantitative model selection for enhanced magnetic nanoparticle imaging in magnetorelaxometry

Annelies CoeneJonathan LeliaertLuc DupréGuillaume Crevecoeur

A1 Journal Article in MEDICAL PHYSICS

Robustness assessment of 1-D electron paramagnetic resonance for improved magnetic nanoparticle reconstructions

Annelies CoeneGuillaume CrevecoeurLuc Dupré

A1 Journal Article in IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Simulating the variability of TMS responses in a speech mapping case study

Nele De GeeterPantelis LioumisGuillaume CrevecoeurLuc Dupré

Toward 2D and 3D imaging of magnetic nanoparticles using EPR measurements

Annelies CoeneGuillaume CrevecoeurJonathan LeliaertLuc Dupré

A1 Journal Article in MEDICAL PHYSICS

Vinamax: a simulation tool for nanoparticle magnetization dynamics

Jonathan LeliaertAnnelies CoeneArne VansteenkisteGuillaume CrevecoeurBartel Van WaeyenbergeLuc Dupré

2014

A sensor sensitivity and correlation analysis through polynomial chaos in the EEG problem

Rob De StaelenGuillaume Crevecoeur

A1 Journal Article in IMA JOURNAL OF APPLIED MATHEMATICS

Characterizing local anisotropy of coercive force in motor laminations with the moving magnet hysteresis comparator

Ivan GarshelisGuillaume Crevecoeur

A1 Journal Article in JOURNAL OF APPLIED PHYSICS

Dipolar interactions between magnetic nanoparticles in magnetorelaxometry

Jonathan LeliaertAnnelies CoeneGuillaume CrevecoeurLuc DupréBartel Van Waeyenberge

Effective electric fields along realistic DTI-based neural trajectories for modelling the stimulation mechanisms of TMS

Nele De GeeterGuillaume CrevecoeurAlexander LeemansLuc Dupré

A1 Journal Article in PHYSICS IN MEDICINE AND BIOLOGY

Guest editorial : optimization and inverse problems in electromagnetism

Luc DupréGuillaume Crevecoeur

Editorial material

How to adapt magnetorelaxometry activation setups for quantitative magnetic nanoparticle imaging under realistic noise conditions

Annelies CoeneMaik LieblFrank WiekhorstGuillaume CrevecoeurUwe SteinhoffLuc DupréJens Haueisen

Imaging of magnetic nanoparticles using multiple electron paramagnetic resonance activation sequences

Annelies CoeneGuillaume CrevecoeurLuc Dupré

Maximization of temperature build-up in bipolar RFA using pulsed voltage profiles

Frederik SoetaertGuillaume CrevecoeurLuc Dupré

Modeling the active neurodynamics of TMS using realistic neural tracts

Nele De GeeterGuillaume CrevecoeurRisto IlmoniemiLuc Dupré

Modeling the response to transcranial magnetic brain stimulation

Nele De GeeterGuillaume CrevecoeurLuc Dupré

Numerical analysis of the influence of magnetic properties on the thermal distribution during magnetic nanoparticle hyperthermia

Frederik SoetaertGuillaume CrevecoeurLuc Dupré

Optimal switch-off times of pulsed currents in bipolar radiofrequency ablation

Frederik SoetaertGuillaume CrevecoeurLuc Dupré

Regarding the Néel relaxation time constant in magnetorelaxometry

Jonathan LeliaertAnnelies CoeneGuillaume CrevecoeurArne VansteenkisteDietmar EberbeckFrank WiekhorstBartel Van WaeyenbergeLuc Dupré

A1 Journal Article in JOURNAL OF APPLIED PHYSICS

Towards 2D and 3D imaging of magnetic nanoparticles using EPR measurements

Annelies CoeneGuillaume CrevecoeurLuc Dupré

Uncertainty of reconstructions of spatially distributed magnetic nanoparticles under realistic noise conditions

Annelies CoeneGuillaume CrevecoeurMaik LieblFrank WiekhorstLuc DupréUwe Steinhoff

A1 Journal Article in JOURNAL OF APPLIED PHYSICS

2013

A numerical study on conductivity estimation of the human head in the low frequency domain using induced current MR phase imaging EIT with multiple gradients

Nele De GeeterGuillaume CrevecoeurLuc Dupré

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

Bayesian inference in the uncertain EEG problem including local information and a sensor correlation matrix

Rob De StaelenGuillaume CrevecoeurTineke GoessensMarian Slodicka

A1 Journal Article in JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Magnetic nanoparticle imaging by random and maximum length sequences of inhomogeneous activation fields

Daniel BaumgartenRoland EichardtGuillaume CrevecoeurEko SupriyantoJens Haueisen

Modeling the active neurodynamic behavior of rTMS in the prefrontal cortex of a realistic human head

Nele De GeeterGuillaume CrevecoeurLuc Dupré

A2 Journal Article in CLINICAL NEUROPHYSIOLOGY

Modeling the active neurodynamic behavior of rTMS in the prefrontal cortex of a realistic human head

Nele De GeeterGuillaume CrevecoeurLuc Dupré

Nanoparticle imaging using electron paramagnetic resonance with a non-negativity constraint

Annelies CoeneGuillaume CrevecoeurLuc Dupré

Optimized small animal transcranial magnetic stimulators using distributed coils

Guillaume CrevecoeurNele De GeeterLuc Dupré

A2 Journal Article in CLINICAL NEUROPHYSIOLOGY

Optimizing bipolar radiofrequency ablation treatment by means of pulsed currents

Frederik SoetaertGuillaume CrevecoeurLuc Dupré

Quantifying the effect of repetitive transcranial magnetic stimulation in the rat brain by muSPECT CBF scans

Tine WyckhuysNele De GeeterGuillaume CrevecoeurSigrid StroobantsSteven Staelens

A1 Journal Article in BRAIN STIMULATION

Quantitative estimation of magnetic nanoparticle distributions in one dimension using low-frequency continuous wave electron paramagnetic resonance

Annelies CoeneGuillaume CrevecoeurLuc DupréPeter Vaes

A1 Journal Article in JOURNAL OF PHYSICS D-APPLIED PHYSICS

Reduction of the impact of multiple uncertain conductivity values on EEG dipole source analysis

Bertrand Russel YitembeGuillaume CrevecoeurRoger Van KeerLuc Dupré

A1 Journal Article in INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING

Spatial error distributions of magnetic nanoparticles using magnetorelaxometry noise data

Annelies CoeneGuillaume CrevecoeurMaik LieblFrank WiekhorstLuc DupréUwe Steinhoff

Subspace Electrode Selection methodology for EEG multiple source localization error reduction due to uncertain conductivity values

Guillaume CrevecoeurBertrand Russel YitembeLuc DupréRoger Van Keer

The effect of inaccurate targeting of the left dorsolateral prefrontal cortex on TMS response

Nele De GeeterGuillaume CrevecoeurLuc Dupré

2012

A Bayesian approach for the stochastic modeling error reduction of magnetic material identification of an electromagnetic device

Ahmed Mohamed Abouelyazied AbdallhGuillaume CrevecoeurLuc Dupré

A1 Journal Article in MEASUREMENT SCIENCE & TECHNOLOGY

A DTI-based model for TMS using the independent impedance method with frequency-dependent tissue parameters

Nele De GeeterGuillaume CrevecoeurLuc DupréWim Van HeckeAlexander Leemans

A1 Journal Article in PHYSICS IN MEDICINE AND BIOLOGY

A modeling study of the neurophysiological response to transcranial magnetic stimulation in a simple rat head model

Nele De GeeterGuillaume CrevecoeurTine WyckhuysLuc DupréSteven Staelens

A priori experimental design for inverse identification of magnetic material properties of an electromagnetic device using uncertainty analysis

Ahmed Mohamed Abouelyazied AbdallhGuillaume CrevecoeurLuc Dupré

A1 Journal Article in COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING

A simple magnetostatic sensing method for assessing the local hysteresis properties in ferromagnetic sheet materials

Ivan GarshelisGuillaume Crevecoeur

A1 Journal Article in JOURNAL OF SENSORS

A strategy for AC-susceptibility tomography of magnetic nanoparticles in biological tissues

Uwe SteinhoffGuillaume CrevecoeurFrank WiekhorstMark LieblJens HaueisenLutz Trahms

Adaptive control of excitation coil arrays for targeted magnetic nanoparticle reconstruction using magnetorelaxometry

Annelies CoeneGuillaume CrevecoeurLuc Dupré

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

Adaptive control of excitation coil arrays for targeted magnetic nanoparticle reconstruction using magnetorelaxometry

Annelies CoeneGuillaume CrevecoeurLuc Dupré

Advancements in magnetic nanoparticle reconstruction using sequential activation of excitation coil arrays using magnetorelaxometry

Guillaume CrevecoeurDaniel BaumgartenUwe SteinhoffJens HaueisenLutz TrahmsLuc Dupré

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

An adaptive current selection method for coil arrays used in magnetorelaxometry to quantitatively reconstruct magnetic nanoparticles

Annelies CoeneGuillaume CrevecoeurLuc Dupré

Conductivity estimation of the human brain in the low frequency domain using IC-MREIT with multi gradient echo sequences

Nele De GeeterGuillaume CrevecoeurLuc Dupré

Convergence analysis of two-level response and parameter mapping-based methods

Guillaume Crevecoeur

A1 Journal Article in INVERSE PROBLEMS IN SCIENCE AND ENGINEERING

Impact reduction of the uncertain geometrical parameters on magnetic material identification of an EI electromagnetic inductor using an adaptive inverse algorithm

Ahmed Mohamed Abouelyazied AbdallhGuillaume CrevecoeurLuc Dupré

A1 Journal Article in JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS

Inverse stochastic propagation with polynomial chaos

Rob De StaelenGuillaume Crevecoeur

Non destructive detection of composition, microstructure, and residual stress gradients with a moving magnet hysteresis comparator

Ivan GarshelisGuillaume Crevecoeur

Nondestructive detection of inhomogeneity in the magnetic properties of materials with a moving magnet hysteresis comparator

Ivan GarshelisGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

Numerical study on IC-MREIT with multiple gradient echo sequences for the conductivity estimation of brain tissues

Nele De GeeterGuillaume CrevecoeurLuc Dupré

Proceedings of the 12th international workshop on optimization and inverse problems in electromagnetism

Pulsed bipolar radiofrequency ablation for the treatment of liver cancer

Frederik SoetaertGuillaume CrevecoeurLuc Dupré

Regional sensitivity analysis of the EEG sensors through polynomial chaos

Rob De StaelenGuillaume CrevecoeurTineke Goessens

Space mapping methodology for defect recognition in eddy current testing: type NDT

Piotr PutekGuillaume CrevecoeurMarian SlodickaRoger Van KeerBen Van de WieleLuc Dupré

A1 Journal Article in COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING

Subspace electrode selection methodology for the reduction of the effect of uncertain conductivity values in the EEG dipole localization: a simulation study using a patient-specific head model

Guillaume CrevecoeurVictoria Eugenia Montes RestrepoSteven Staelens

A1 Journal Article in PHYSICS IN MEDICINE AND BIOLOGY

Two-level refined direct optimization scheme using intermediate surrogate models for electromagnetic optimization of a switched reluctance motor

Guillaume CrevecoeurAhmed Mohamed Abouelyazied AbdallhIvo CouckuytLuc DupréTom Dhaene

A1 Journal Article in ENGINEERING WITH COMPUTERS

Two-level response and parameter mapping method with application to inverse problem arising from eddy current testing type-NDT

Piotr PutekGuillaume CrevecoeurKonstanty Gawrylczyk

2011

A robust inverse approach for estimating the magnetic material properties of an electromagnetic device with minimum influence of the uncertainty in the geometrical parameters

Ahmed Mohamed Abouelyazied AbdallhGuillaume CrevecoeurLuc Dupré

A robust inverse approach for magnetic material characterization in electromagnetic devices with minimum influence of the air-gap uncertainty

Ahmed Mohamed Abouelyazied AbdallhGuillaume CrevecoeurLuc Dupré

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

An efficient 3-D eddy-current solver using an independent impedance method for transcranial magnetic stimulation

Nele De GeeterGuillaume CrevecoeurLuc Dupré

A1 Journal Article in IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Application of the drag force method to evaluate magnetic property degradation near the cut edges of electrical steels

Ivan J GarshelisGuillaume CrevecoeurStijn PL TollensLuc Dupré

A1 Journal Article in JOURNAL OF APPLIED PHYSICS

Eddy-current simulations using an independent impedance method in anisotropic biological tissues

Nele De GeeterGuillaume CrevecoeurLuc Dupré

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

EEG inverse problem solution using a selection procedure on a high number of electrodes with minimal influence of conductivity

Bertrand Russel YitembeGuillaume CrevecoeurRoger Van KeerLuc Dupré

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

Magnetic material identification of a switched reluctance motor

Ahmed Mohamed Abouelyazied AbdallhGuillaume CrevecoeurPeter SergeantLuc Dupré

A1 Journal Article in INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS

Reduced conductivity dependence method for increase of dipole localization accuracy in the EEG inverse problem

Bertrand Russel YitembeGuillaume CrevecoeurRoger Van KeerLuc Dupré

A1 Journal Article in IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Reduction of conductivity uncertainty propagations in the inverse problem of EEG source analysis

Bertrand Russel YitembeLuc DupréGuillaume Crevecoeur

Selection of measurement modality for magnetic material characterization of an electromagnetic device using stochastic uncertainty analysis

Ahmed Mohamed Abouelyazied AbdallhGuillaume CrevecoeurLuc Dupré

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

Two-level approach for solving the inverse problem of defects identification in Eddy Current Testing: type NDT

Piotr PutekGuillaume CrevecoeurMarian SlodickaKostanty GawrylczykRoger Van KeerLuc Dupré

A2 Journal Article in ARCHIWUM ELEKTROTECHNIKI = ARCHIVES OF ELECTRICAL ENGINEERING

2010

A mesoscopic hysteresis model based on the unconstrained minimization of the Gibbs free energy

Adinda van den BergLuc DupréBen Van de WieleGuillaume Crevecoeur

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

A priori error estimation of magnetic material characteristics using stochastic uncertainty analysis

Ahmed Mohamed Abouelyazied AbdallhGuillaume CrevecoeurLuc Dupré

A two-level genetic algorithm for electromagnetic optimization

Guillaume CrevecoeurPeter SergeantLuc DupréRik Van de Walle

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

An inverse approach for magnetic material characterization of an EI core electromagnetic inductor

Ahmed Mohamed Abouelyazied AbdallhPeter SergeantGuillaume CrevecoeurLuc Dupré

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

Efficient numerical methods for computer-assisted TMS & conductivity estimation

Nele De GeeterGuillaume CrevecoeurLuc Dupré

Low-parametric Induced Current-Magnetic Resonance Electrical Impedance Tomography for quantitative conductivity estimation of brain tissues using a priori information: a simulation study

Nele De GeeterGuillaume CrevecoeurLuc Dupré

Optimal needle placement for the accurate magnetic material quantification based on uncertainty analysis in the inverse approach

Ahmed Mohamed Abouelyazied AbdallhGuillaume CrevecoeurLuc Dupré

A1 Journal Article in MEASUREMENT SCIENCE & TECHNOLOGY

Optimal needles placement for the identification of magnetic material properties based on uncertainty analysis in the inverse approach

Ahmed Mohamed Abouelyazied AbdallhGuillaume CrevecoeurLuc Dupré

Reduced conductivity dependence method for increase of dipole localization accuracy in the EEG inverse problem

Bertrand Russel YitembeGuillaume CrevecoeurRoger Van KeerLuc Dupré

Stochastic uncertainty quantification of the conductivity in EEG source analysis by using polynomial chaos decomposition

Roman GaignaireGuillaume CrevecoeurLuc DupréRuth V SabariegoPatrick DularChristophe Geuzaine

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

2009

Analysis of perforated magnetic shields for electric power applications

Peter SergeantRuth SabariegoGuillaume CrevecoeurLuc DupréChristophe Geuzaine

A1 Journal Article in IET ELECTRIC POWER APPLICATIONS

Characterization and optimization of a permanent magnet synchronous machine

Peter SergeantGuillaume CrevecoeurLuc DupréAlex Van den Bossche

A1 Journal Article in COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING

EEG inverse problem solution with minimal influence of the conductivity

Bertrand Russel YitembeGuillaume CrevecoeurRoger Van KeerLuc Dupré

Feasibility of incorporating a priori information in ictal EEG source localization of patients suffering from epilepsy

Hans HallezGuillaume CrevecoeurKoen Van LaereWim Van PaesschenLuc DupréSabine Van HuffelIgnace Lemahieu

Magnetic material identification in geometries with non-uniform electromagnetic fields using global and local magnetic measurements

Ahmed Mohamed Abouelyazied AbdallhPeter SergeantGuillaume CrevecoeurLode VandenbosscheLuc DupréMarty Sablik

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

Mesohysteresis model for ferromagnetic materials by minimization of the micromagnetic free energy

Adinda van den BergLuc DupréBen Van de WieleGuillaume Crevecoeur

A1 Journal Article in JOURNAL OF APPLIED PHYSICS

Optimization of an octangular double-layered shield using multiple forward models

Guillaume CrevecoeurPeter SergeantLuc DupréRik Van de Walle

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

Two-level refined direct method for electromagnetic optimization and inverse problems

Guillaume CrevecoeurAhmed Mohamed Abouelyazied AbdallhIvo CouckuytDirk GorissenLuc DupréTom Dhaene

Validation of the two-level approach for the solution of the EEG inverse problem in an anisotropic realistic head model

Guillaume CrevecoeurHans HallezLuc DupréRik Van de WallePaul BoonIgnace Lemahieu

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

2008

A hybrid algorithm for solving the EEG inverse problem from spatio-temporal EEG data

Guillaume CrevecoeurHans HallezPeter Van HeseYves D'AsselerLuc DupréRik Van de Walle

A1 Journal Article in MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Analysis of the local material degradation near cutting edges of electrical steel sheets

Guillaume CrevecoeurPeter SergeantLuc DupréLode VandenbosscheRik Van de Walle

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

Analysis of the local material degradation near cutting edges of electrical steel sheets

Guillaume CrevecoeurPeter SergeantLuc DupréLode VandenbosscheRik Van de Walle

EEG source analysis using space mapping techniques

Guillaume CrevecoeurHans HallezPeter Van HeseYves D'AsselerLuc DupréRik Van de Walle

A1 Journal Article in JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Inverse approach for magnetic material identification of a switched reluctance motor

Ahmed Mohamed Abouelyazied AbdallhGuillaume CrevecoeurPeter SergeantLuc Dupré

Local identification of magnetic hysteresis properties near cutting edges of electrical steel sheets

Guillaume CrevecoeurLuc DupréLode VandenbosscheRik Van de Walle

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

Two-level genetic algorithm for optimization of a die press

Peter SergeantGuillaume CrevecoeurLuc Dupré

Two-level response and parameter mapping optimization for magnetic shielding

Guillaume CrevecoeurPeter SergeantLuc DupréRik Van de Walle

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

2007

Influence of noise on EEG source analysis using space mapping techniques

Guillaume CrevecoeurHans HallezPeter Van HeseYves D'AsselerLuc DupréRik Van de Walle

A1 Journal Article in INTERNATIONAL JOURNAL OF APPLIED ELECTROMAGNETICS AND MECHANICS

Space mapping optimization of the magnetic circuit of electrical machines including local material degradation

Guillaume CrevecoeurLuc DupréRik Van de Walle

A1 Journal Article in IEEE TRANSACTIONS ON MAGNETICS

2006

Magnetic material characterization using the needle probe method

Guillaume CrevecoeurLuc DupréLode VandenbosscheRik Van de Walle

Optimizing active and passive shields in induction heating using space mapping

Guillaume CrevecoeurPeter SergeantLuc DupréRik Van de Walle

Reconstruction of local magnetic properties of steel sheets by needle probe methods using space mapping techniques

Guillaume CrevecoeurLuc DupréLode VandenbosscheRik Van de Walle

A1 Journal Article in JOURNAL OF APPLIED PHYSICS

Space mapping techniques for solving the inverse problem of EEG source analysis from spatio-temporal EEG data

Guillaume CrevecoeurHans HallezPeter Van HeseYves D'AsselerLuc DupréRik Van de Walle

2005

EEG source analysis using space mapping techniques

Guillaume CrevecoeurHans HallezPeter Van HeseYves D'AsselerLuc DupréRik Van de Walle

Influence of noise on EEG source analysis using space mapping techniques

Guillaume CrevecoeurHans HallezPeter Van HeseYves D'AsselerLuc DupréRik Van de Walle

Reconstruction of local magnetic properties of steel sheets by needle probe methods using space mapping techniques

Guillaume CrevecoeurLuc DupréLode VandenbosscheRik Van de Walle