Bruno Depraetere

21 papers C 3Journal 1Unranked 17
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
Enhancing PI Tuning for Plant Commissioning Using Transfer Learning and Bayesian Optimization.
ICINCO (1)
Boulaid Boulkroune, Joachim Verhelst, Branimir Mrak, Bruno Depraetere, Joram Meskens, Pieter Bovijn
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
2024 — conf
Enhancing PI Tuning in Plant Commissioning through Bayesian Optimization.
ECC
Boulaid Boulkroune, Xavier Jordens, Branimir Mrak, Joachim Verhelst, Bruno Depraetere, Joram Meskens, Pieter Bovijn
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
Towards Wait-and-Catch Routine of a Dynamic Swinging Object Using a Prototype Robotic Arm Manipulator.
TAROS
Catalin-Stefan Teodorescu, Steve Vandenplas, Bruno Depraetere
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
2016 C conf
A fast pick-and-place prototype robot: design and control.
CCA
Catalin-Stefan Teodorescu, Steve Vandenplas, Bruno Depraetere, Jan Anthonis, Armin Steinhauser, Jan Swevers
2015 — conf
A Policy Gradient with Parameter-Based Exploration Approach for Zone-Heating.
SSCI
Kevin Van Vaerenbergh, Yann-Michaël De Hauwere, Bruno Depraetere, Kristof Van Moffaert, Ann Nowé
2013 — conf
Model-free and model-based time-optimal control of a badminton robot.
ASCC
M. Liu, Bruno Depraetere, Gregory Pinte, Ivo Grondman, Robert Babuska
2011 C conf
A reference free iterative learning strategy for wet clutch control.
ACC
Bruno Depraetere, Gregory Pinte, Jan Swevers
2011 — conf
Identification of linear systems using output measurements with only two possible values.
CDC/ECC
Bruno Depraetere, Gregory Pinte, Jan Swevers
2010 — conf
A two-level optimization based learning control strategy for wet clutches.
ALCOSP
Bruno Depraetere, Gregory Pinte, Lieboud Van den Broeck, Jan Swevers
2010 — conf
Iterative optimization of the filling phase of wet clutches.
AMC
Bruno Depraetere, Gregory Pinte, Jan Swevers