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Bert Claessens
Bert Claessens
Parttime Professor AI4Energy
Verified email at ugent.be
Title
Cited by
Cited by
Year
Flexibility of a combined heat and power system with thermal energy storage for district heating
T Nuytten, B Claessens, K Paredis, J Van Bael, D Six
Applied energy 104, 583-591, 2013
4692013
Residential demand response of thermostatically controlled loads using batch reinforcement learning
F Ruelens, BJ Claessens, S Vandael, B De Schutter, R Babuška, ...
IEEE Transactions on Smart Grid 8 (5), 2149-2159, 2016
451*2016
A scalable three-step approach for demand side management of plug-in hybrid vehicles
S Vandael, B Claessens, M Hommelberg, T Holvoet, G Deconinck
IEEE Transactions on Smart Grid 4 (2), 720-728, 2012
2812012
The dimensioning of PV-battery systems depending on the incentive and selling price conditions
G Mulder, D Six, B Claessens, T Broes, N Omar, J Van Mierlo
Applied energy 111, 1126-1135, 2013
2152013
Reinforcement learning of heuristic EV fleet charging in a day-ahead electricity market
S Vandael, B Claessens, D Ernst, T Holvoet, G Deconinck
IEEE Transactions on Smart Grid 6 (4), 1795-1805, 2015
1922015
Convolutional neural networks for automatic state-time feature extraction in reinforcement learning applied to residential load control
BJ Claessens, P Vrancx, F Ruelens
IEEE Transactions on Smart Grid 9 (4), 3259-3269, 2016
1582016
An actively controlled residential heat pump: Potential on peak shaving and maximization of self-consumption of renewable energy
D Vanhoudt, D Geysen, B Claessens, F Leemans, L Jespers, J Van Bael
Renewable Energy 63, 531-543, 2014
1382014
Experimental analysis of data-driven control for a building heating system
GT Costanzo, S Iacovella, F Ruelens, T Leurs, BJ Claessens
Sustainable Energy, Grids and Networks 6, 81-90, 2016
1362016
Demand response of a heterogeneous cluster of electric water heaters using batch reinforcement learning
F Ruelens, BJ Claessens, S Vandael, S Iacovella, P Vingerhoets, ...
2014 power systems computation conference, 1-7, 2014
992014
Multiagent charging of electric vehicles respecting distribution transformer loading and voltage limits
S Weckx, R D’Hulst, B Claessens, J Driesensam
IEEE Transactions on Smart Grid 5 (6), 2857-2867, 2014
932014
Combined stochastic optimization of frequency control and self-consumption with a battery
J Engels, B Claessens, G Deconinck
IEEE Transactions on Smart Grid 10 (2), 1971-1981, 2017
872017
An event-driven dual coordination mechanism for demand side management of PHEVs
K De Craemer, S Vandael, B Claessens, G Deconinck
IEEE Transactions on Smart Grid 5 (2), 751-760, 2013
782013
Learning agent for a heat-pump thermostat with a set-back strategy using model-free reinforcement learning
F Ruelens, S Iacovella, BJ Claessens, R Belmans
Energies 8 (8), 8300-8318, 2015
752015
Model-free control of thermostatically controlled loads connected to a district heating network
BJ Claessens, D Vanhoudt, J Desmedt, F Ruelens
Energy and Buildings 159, 1-10, 2018
712018
Cluster control of heterogeneous thermostatically controlled loads using tracer devices
S Iacovella, F Ruelens, P Vingerhoets, B Claessens, G Deconinck
IEEE Transactions on Smart Grid 8 (2), 528-536, 2015
692015
A case study of coordinated electric vehicle charging for peak shaving on a low voltage grid
N Leemput, F Geth, B Claessens, J Van Roy, R Ponnette, J Driesen
2012 3rd IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 1-7, 2012
672012
Comparative analysis of coordination strategies for electric vehicles
N Leemput, J Van Roy, F Geth, P Tant, B Claessens, J Driesen
2011 2nd IEEE PES International Conference and Exhibition on Innovative …, 2011
652011
Cold electron and ion beams generated from trapped atoms
BJ Claessens, MP Reijnders, G Taban, OJ Luiten, EJD Vredenbregt
Physics of Plasmas 14 (9), 2007
592007
Physics informed neural networks for control oriented thermal modeling of buildings
G Gokhale, B Claessens, C Develder
Applied Energy 314, 118852, 2022
572022
Techno-economic analysis and optimal control of battery storage for frequency control services, applied to the German market
J Engels, B Claessens, G Deconinck
Applied Energy 242, 1036-1049, 2019
512019
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