Edward Kikken

Flanders Make (Belgium) — Belgium

Engineering · Physical Sciences

5h-index165citations14works0.02yr avg
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Research Topics

Iterative Learning Control Systems(5), Model Reduction and Neural Networks(4), Advanced machining processes and optimization(3), Hydraulic and Pneumatic Systems(3), Piezoelectric Actuators and Control(2)

Publications14 total

Approximating MPC Solutions Using Deep Neural Networks: Towards Application in Mechatronic Systems
2025Open Access
Reinforcement Learning for Model-Free Control of a Cooling Network with Uncertain Future Demands
2025Open Access
Optimal Motion Control using Neural Networks Applied to a Slider-Crank Mechanism
2023
An Integrated Co-Design Optimization Toolchain Applied to a Conjugate Cam-Follower Drivetrain System
Machines·2023· 3 citedOpen Access
A Clustering-Based Approach for Adaptive Control Applied to a Hybrid Electric Vehicle
2023Open Access
Probabilistic Physics-Augmented Neural Networks for Robust Control Applied to a Slider-Crank System
2023Open Access
A cloud-based digital twin for monitoring of an adaptive clamping mechanism used for high performance composite machining
Procedia Computer Science·2022· 13 citedOpen Access
Neural Network Augmented Physics Models for Systems With Partially Unknown Dynamics: Application to Slider–Crank Mechanism
IEEE/ASME Transactions on Mechatronics·2021· 48 citedOpen Access
Hybrid derivative functions for identification of unknown loads and physical parameters with application on slider-crank mechanism
2019· 2 cited
A model-based approach to enhance performance in high-end laser-positioning systems
2019
Low-Dimensional Learning Control using Generic Signal Parametrizations
IFAC-PapersOnLine·2019· 1 citedOpen Access
Exploiting additional actuators and sensors for nano-positioning robust motion control
2014· 13 cited
Exploiting additional actuators and sensors for nano-positioning robust motion control
Mechatronics·2014· 53 cited
Model-based spatial feedforward for over-actuated motion systems
Mechatronics·2013· 32 cited

Frequent Co-authors

Jeroen Willems(7), Bruno Depraetere(5), M. Steinbuch(3), Erik Hostens(3), Robbert van Herpen(2), Tom Oomen(2), Marc van de Wal(2), Wouter Aangenent(2), Wannes De Groote(2), Sofie Van Hoecke(2), Guillaume Crevecoeur(2), Merwan Birem(2), Abdellatif Bey-Temsamani(2), Michael Ronde(1), M. Schneiders(1), René van de Molengraft(1), Sam Weckx(1), Steven Robyns(1), Jonathan Baake(1), Roeland De Geest(1)