| Transfer learning in demand response: A review of algorithms for data-efficient modelling and control T Peirelinck, H Kazmi, BV Mbuwir, C Hermans, F Spiessens, J Suykens, ... Energy and AI 7, 100126, 2022 | 69 | 2022 |
| Using reinforcement learning for optimizing heat pump control in a building model in Modelica T Peirelinck, F Ruelens, G Decnoninck 2018 IEEE International Energy Conference (ENERGYCON), 1-6, 2018 | 32 | 2018 |
| Domain randomization for demand response of an electric water heater T Peirelinck, C Hermans, F Spiessens, G Deconinck IEEE Transactions on Smart Grid 12 (2), 1370-1379, 2020 | 30 | 2020 |
| Intelligent electric water heater control with varying state information C Patyn, T Peirelinck, G Deconinck, A Nowe 2018 IEEE International Conference on Communications, Control, and Computing …, 2018 | 13 | 2018 |
| Double Q-learning for demand response of an electric water heater T Peirelinck, C Hermans, F Spiessens, G Deconinck 2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 1-5, 2019 | 6 | 2019 |
| Impact of IEC 61850 GOOSE communication quality on decentralized reactive power control in smart distribution grids—A co-simulation study T Peirelinck, AI Bratcu, Y Bésanger 2016 IEEE Electrical Power and Energy Conference (EPEC), 1-6, 2016 | 6 | 2016 |
| Combined peak reduction and self-consumption using proximal policy optimisation T Peirelinck, C Hermans, F Spiessens, G Deconinck Energy and AI 16, 100323, 2024 | 1 | 2024 |
| Transfer learning for Demand Response of a Multi-Agent Battery and Electric Water Heater System T Peirelinck, C Hermans, F Spiessens, G Deconinck 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 1-6, 2021 | 1 | 2021 |
| Accelerating a consensus-based EV smart charging algorithm by user priority clustering S Zhang, K Thoelen, T Peirelinck, G Deconinck Sustainable Cities and Society, 105392, 2024 | | 2024 |
| Seasonal Performance of Fitted Q-iteration for Space Heating and Cooling with Heat Pumps L Bex, T Peirelinck, G Deconinck 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), 1-5, 2023 | | 2023 |
| Forecasting Sensitivity Analysis of Reinforcement Learning Based Smart Charging T Peirelinck, K Thoelen, G Deconinck 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), 1-5, 2023 | | 2023 |
| Trade-Off Selection of Data-Driven Methods for EV Demand Forecasting in a Real Office Environment S Zhang, K Thoelen, T Peirelinck, G Deconinck 2023 IEEE Belgrade PowerTech, 01-06, 2023 | | 2023 |
| Reinforcement Learning with Knowledge Transfer for Residential Demand Response T Peirelinck KU Leuven, 2022 | | 2022 |
| Zelflerend systeem voor een verwarmingsinstallatie T Peirelinck Sanilec, 2018 | | 2018 |
Geert DeconinckProfessor of smart grids (prof.dr.ir.), KU Leuven, EnergyVilleVerified email at kuleuven.be
