- Trade-Off Selection of Data-Driven Methods for EV Demand Forecasting in a Real Office Environment(2023)
Authors: Klaas Thoelen, Thijs Peirelinck, Geert Deconinck
Number of pages: 6
- Reinforcement Learning with Knowledge Transfer for Residential Demand Response(2022)
Authors: Thijs Peirelinck, Geert Deconinck
- Transfer Learning in Demand Response: a Review of Algorithms for Data-efficient Modelling and Control(2022)
Authors: Thijs Peirelinck, Hussain Syed Kazmi, Johan Suykens, Geert Deconinck
- Transfer learning for Demand Response of a Multi-Agent Battery and Electric Water Heater System(2021)
Authors: Thijs Peirelinck, Geert Deconinck
Pages: 1 - 6
- Domain Randomization for Demand Response of an Electric Water Heater(2021)
Authors: Thijs Peirelinck, Geert Deconinck
Pages: 1370 - 1379
- Double Q-learning for Demand Response of an Electric Water Heater(2019)
Authors: Thijs Peirelinck, Geert Deconinck
Number of pages: 5
- Intelligent Electric Water Heater Control with Varying State Information(2018)
Authors: Thijs Peirelinck, Christophe Patyn, Geert Deconinck
Number of pages: 6
- Using reinforcement learning for optimizing heat pump control in a building model in Modelica(2018)
Authors: Thijs Peirelinck, Geert Deconinck
Number of pages: 6