Jeroen Willems

12 papers C 1Journal 1Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
Approximating MPC Solutions Using Deep Neural Networks: Towards Application in Mechatronic Systems.
ICINCO (1)
Edward Kikken, Jeroen Willems, Branimir Mrak, Bruno Depraetere
2025 — conf
Health-Aware Charging of Li-Ion Batteries Using MPC and Bayesian Degradation Models.
ICINCO (1)
Taranjitsingh Singh, Jeroen Willems, Bruno Depraetere, Erik Hostens
2025 — conf
Reinforcement Learning for Model-Free Control of a Cooling Network with Uncertain Future Demands.
ICINCO (1)
Jeroen Willems, Denis Steckelmacher, Wouter Scholte, Bruno Depraetere, Edward Kikken, Abdellatif Bey-Temsamani, Ann Nowé
2023 — conf
A Clustering-Based Approach for Adaptive Control Applied to a Hybrid Electric Vehicle.
ICINCO (1)
Rian Beck, Sudarsan Kumar Venkatesan, Joram Meskens, Jeroen Willems, Edward Kikken, Bruno Depraetere
2023 — conf
Optimal Motion Control using Neural Networks Applied to a Slider-Crank Mechanism.
CCTA
Edward Kikken, Jeroen Willems, Bruno Depraetere
2023 C conf
Optimal and Charge-Sustainable Energy Management Systems for Industrial DC Grids.
CoDIT
Taranjitsingh Singh, Jeroen Willems, Bruno Depraetere, Glenn Emmers, Thomas Vandenhove, Jeroen Stuyts
2023 — conf
Probabilistic Physics-Augmented Neural Networks for Robust Control Applied to a Slider-Crank System.
ICINCO (1)
Edward Kikken, Jeroen Willems, Rob Salaets, Erik Hostens
2023 J jnl
Transferring Multiple Policies to Hotstart Reinforcement Learning in an Air Compressor Management Problem.
CoRR
Hélène Plisnier, Denis Steckelmacher, Jeroen Willems, Bruno Depraetere, Ann Nowé
2022 — conf
A General Multi-System Learning Control Framework and its Application to Non-Synchronized Experiments.
CCTA
Jeroen Willems, Bruno Depraetere, Sorin Bengea
2022 — conf
Fast Initialization of Control Parameters using Supervised Learning on Data from Similar Assets.
CCTA
Jeroen Willems, Kerem Eryilmaz, Denis Steckelmacher, Bruno Depraetere, Rian Beck, Abdellatif Bey-Temsamani, Jan Helsen, Ann Nowé
2019 — conf
An Input- Mapping Initialization Approach to Accelerate Iterative Learning of Similar Tasks.
ICM
Jeroen Willems, Erik Hostens, Bruno Depraetere, Daniele Ronzani, Armin Steinhauser, Jan Swevers
2018 — conf
Learning Control in Practice: Novel Paradigms for Industrial Applications.
CCTA
Jeroen Willems, Erik Hostens, Bruno Depraetere, Armin Steinhauser, Jan Swevers