Thijs Peirelinck

According to our database, Thijs Peirelinck authored at least 7 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Forecasting Sensitivity Analysis of Reinforcement Learning Based Smart Charging.

Thijs Peirelinck, Klaas Thoelen, Geert Deconinck

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

Seasonal Performance of Fitted Q-iteration for Space Heating and Cooling with Heat Pumps.

Lucas Bex, Thijs Peirelinck, Geert Deconinck

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

2022

Combined Peak Reduction and Self-Consumption Using Proximal Policy Optimization.

Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck

CoRR, 2022

2021

Domain Randomization for Demand Response of an Electric Water Heater.

Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck

IEEE Trans. Smart Grid, 2021

Transfer learning for Demand Response of a Multi-Agent Battery and Electric Water Heater System.

Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

2019

Double Q-learning for Demand Response of an Electric Water Heater.

Thijs Peirelinck, Chris Hermans, Fred Spiessens, Geert Deconinck

Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019

2018

Intelligent Electric Water Heater Control with Varying State Information.

Christophe Patyn, Thijs Peirelinck, Geert Deconinck, Ann Nowé

Proceedings of the 2018 IEEE International Conference on Communications, 2018