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Author

Thijs Peirelinck

Observed name: Peirelinck, Thijs
Institution: KU Leuven
ORCID: 0000-0002-1080-8164
Observed ORCID: 0000-0002-1080-8164
OpenAlex ID: A5086935847
Transfer learning in demand response: A review of algorithms for data-efficient modelling and control
2021 · Thijs Peirelinck, Hussain Kazmi, et al. · Energy and AI · 109
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Domain Randomization for Demand Response of an Electric Water Heater
2020 · Thijs Peirelinck, Chris Hermans, et al. · IEEE Transactions on Smart Grid · 41
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Using reinforcement learning for optimizing heat pump control in a building model in Modelica
2018 · Thijs Peirelinck, Frederik Ruelens, et al. · IEEE International Energy Conference (ENERGYCON) · 39
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Accelerating a consensus-based EV smart charging algorithm by user priority clustering
2024 · Shicong Zhang, Klaas Thoelen, et al. · Sustainable Cities and Society · 15
Physiological control for left ventricular assist devices based on deep reinforcement learning
2024 · Diego Fernández‐Zapico, Thijs Peirelinck, et al. · Artificial Organs · 14
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Intelligent Electric Water Heater Control with Varying State Information
2018 · Christophe Patyn, Thijs Peirelinck, et al. · IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) · 13
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Combined peak reduction and self-consumption using proximal policy optimisation
2023 · Thijs Peirelinck, Chris Hermans, et al. · Energy and AI · 11
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Double Q-learning for Demand Response of an Electric Water Heater
2019 · Thijs Peirelinck, Chris Hermans, et al. · IEEE PES Innovative Smart Grid Technologies Europe · 6
Domain Randomization for Demand Response of an Electric Water Heater
2021 · Thijs Peirelinck, Chris Hermans, et al. · IEEE Power Engineering Society General Meeting · 5
Impact of IEC 61850 GOOSE communication quality on decentralized reactive power control in smart distribution grids — A co-simulation study
2016 · Thijs Peirelinck, Antoneta Iuliana Bratcu, et al. · IEEE Electrical Power and Energy Conference (EPEC) · 5
Trade-Off Selection of Data-Driven Methods for EV Demand Forecasting in a Real Office Environment
2023 · Shicong Zhang, Klaas Thoelen, et al. · IEEE PowerTech Conference · 4
Seasonal Performance of Fitted Q-iteration for Space Heating and Cooling with Heat Pumps
2023 · Lucas Bex, Thijs Peirelinck, et al. · IEEE PES Innovative Smart Grid Technologies Europe · 2
Forecasting Sensitivity Analysis of Reinforcement Learning Based Smart Charging
2023 · Thijs Peirelinck, Klaas Thoelen, et al. · IEEE PES Innovative Smart Grid Technologies Europe
Transfer learning for Demand Response of a Multi-Agent Battery and Electric Water Heater System
2021 · Thijs Peirelinck, Chris Hermans, et al. · IEEE PES Innovative Smart Grid Technologies Europe
Works count: 18
Citation count: 264
H-index: 7
I10-index: 7
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