Bert J. Claessens

11 papers Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2023 J jnl
Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households.
CoRR
Gargya Gokhale, Niels Tiben, Marie-Sophie Verwee, Manu Lahariya, Bert J. Claessens, Chris Develder
2023 J jnl
Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System.
CoRR
Gargya Gokhale, Jonas Van Gompel, Bert J. Claessens, Chris Develder
2019 J jnl
Trajectory Tracking With an Aggregation of Domestic Hot Water Heaters: Combining Model-Based and Model-Free Control in a Commercial Deployment.
IEEE Trans. Smart Grid
Mingxi Liu, Stef Peeters, Duncan S. Callaway, Bert J. Claessens
2018 J jnl
Convolutional Neural Networks for Automatic State-Time Feature Extraction in Reinforcement Learning Applied to Residential Load Control.
IEEE Trans. Smart Grid
Bert J. Claessens, Peter Vrancx, Frederik Ruelens
2017 J jnl
Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning.
CoRR
Frederik Ruelens, Bert J. Claessens, Peter Vrancx, Fred Spiessens, Geert Deconinck
2017 J jnl
Model-Free Control of Thermostatically Controlled Loads Connected to a District Heating Network.
CoRR
Bert J. Claessens, Dirk Vanhoudt, Johan Desmedt, Frederik Ruelens
2017 J jnl
Residential Demand Response of Thermostatically Controlled Loads Using Batch Reinforcement Learning.
IEEE Trans. Smart Grid
Frederik Ruelens, Bert J. Claessens, Stijn Vandael, Bart De Schutter, Robert Babuska, Ronnie Belmans
2016 J jnl
Convolutional Neural Networks For Automatic State-Time Feature Extraction in Reinforcement Learning Applied to Residential Load Control.
CoRR
Bert J. Claessens, Peter Vrancx, Frederik Ruelens
2016 — conf
Sequential decision-making strategy for a demand response aggregator in a two-settlement electricity market.
ECC
Frederik Ruelens, Bert J. Claessens, Ronnie Belmans, Geert Deconinck
2015 J jnl
Learning Agent for a Heat-Pump Thermostat With a Set-Back Strategy Using Model-Free Reinforcement Learning.
CoRR
Frederik Ruelens, Sandro Iacovella, Bert J. Claessens, Ronnie Belmans
2014 — conf
Demand response of a heterogeneous cluster of electric water heaters using batch reinforcement learning.
PSCC
Frederik Ruelens, Bert J. Claessens, Stijn Vandael, Sandro Iacovella, Pieter Vingerhoets, Ronnie Belmans