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ORCIDFrederik Ruelens
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2020 – today
- 2023
[c8]Diksha Moolchandani
, Joyjit Kundu, Frederik Ruelens, Peter Vrancx, Timon Evenblij, Manu Perumkunnil:
AMPeD: An Analytical Model for Performance in Distributed Training of Transformers. ISPASS 2023: 306-315
2010 – 2019
- 2018
- [j5]Bert J. Claessens, Peter Vrancx, Frederik Ruelens:
Convolutional Neural Networks for Automatic State-Time Feature Extraction in Reinforcement Learning Applied to Residential Load Control. IEEE Trans. Smart Grid 9(4): 3259-3269 (2018) - [j4]Frederik Ruelens, Bert Claessens, Salman Quaiyum, Bart De Schutter, Robert Babuska, Ronnie Belmans:
Reinforcement Learning Applied to an Electric Water Heater: From Theory to Practice. IEEE Trans. Smart Grid 9(4): 3792-3800 (2018) - 2017
- [j3]Sandro Iacovella, Frederik Ruelens, Pieter Vingerhoets, Bert Claessens, Geert Deconinck:
Cluster Control of Heterogeneous Thermostatically Controlled Loads Using Tracer Devices. IEEE Trans. Smart Grid 8(2): 528-536 (2017) - [j2]Frederik Ruelens, Bert J. Claessens, Stijn Vandael, Bart De Schutter, Robert Babuska, Ronnie Belmans:
Residential Demand Response of Thermostatically Controlled Loads Using Batch Reinforcement Learning. IEEE Trans. Smart Grid 8(5): 2149-2159 (2017) - [i7]Bert J. Claessens, Dirk Vanhoudt, Johan Desmedt, Frederik Ruelens:
Model-Free Control of Thermostatically Controlled Loads Connected to a District Heating Network. CoRR abs/1701.08074 (2017) - [i6]Frederik Ruelens, Bert J. Claessens, Peter Vrancx, Fred Spiessens, Geert Deconinck:
Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning. CoRR abs/1707.08553 (2017) - 2016
- [c7]Frederik Ruelens, Bert J. Claessens, Ronnie Belmans, Geert Deconinck:
Sequential decision-making strategy for a demand response aggregator in a two-settlement electricity market. ECC 2016: 1229-1235 - [i5]Bert J. Claessens, Peter Vrancx, Frederik Ruelens:
Convolutional Neural Networks For Automatic State-Time Feature Extraction in Reinforcement Learning Applied to Residential Load Control. CoRR abs/1604.08382 (2016) - 2015
- [i4]Frederik Ruelens, Bert Claessens, Stijn Vandael, Bart De Schutter, Robert Babuska, Ronnie Belmans:
Residential Demand Response Applications Using Batch Reinforcement Learning. CoRR abs/1504.02125 (2015) - [i3]Frederik Ruelens, Sandro Iacovella, Bert J. Claessens, Ronnie Belmans:
Learning Agent for a Heat-Pump Thermostat With a Set-Back Strategy Using Model-Free Reinforcement Learning. CoRR abs/1506.01054 (2015) - [i2]Giuseppe Tommaso Costanzo, Sandro Iacovella, Frederik Ruelens, T. Leurs, Bert Claessens:
Experimental analysis of data-driven control for a building heating system. CoRR abs/1507.03638 (2015) - [i1]Frederik Ruelens, Bert Claessens, Salman Quaiyum, Bart De Schutter, Robert Babuska, Ronnie Belmans:
Reinforcement Learning Applied to an Electric Water Heater: From Theory to Practice. CoRR abs/1512.00408 (2015) - 2014
- [j1]Willem Leterme, Frederik Ruelens, Bert Claessens, Ronnie Belmans:
A Flexible Stochastic Optimization Method for Wind Power Balancing With PHEVs. IEEE Trans. Smart Grid 5(3): 1238-1245 (2014) - [c6]Frederik Ruelens, Bert J. Claessens, Stijn Vandael, Sandro Iacovella, Pieter Vingerhoets, Ronnie Belmans:
Demand response of a heterogeneous cluster of electric water heaters using batch reinforcement learning. PSCC 2014: 1-7 - 2013
- [c5]Bert Claessens, Stijn Vandael, Frederik Ruelens, Klaas De Craemer, Bert Beusen:
Peak shaving of a heterogeneous cluster of residential flexibility carriers using reinforcement learning. ISGT Europe 2013: 1-5 - [c4]Frederik Ruelens, Sam Weckx, Willem Leterme, Stijn Vandael, Bert Claessens, Ronnie Belmans:
Stochastic portfolio management of an electric vehicles aggregator under price uncertainty. ISGT Europe 2013: 1-5 - [c3]Sandro Iacovella, Frederik Geth, Frederik Ruelens, Niels Leemput, Pieter Vingerhoets, Geert Deconinck, Bert Claessens:
Double-layered control methodology combining price objective and grid constraints. SmartGridComm 2013: 25-30 - 2012
- [c2]Bert Claessens, Stijn Vandael, Frederik Ruelens, Maarten Hommelberg:
Self-learning demand side management for a heterogeneous cluster of devices with binary control actions. ISGT Europe 2012: 1-8 - [c1]Frederik Ruelens, Stijn Vandael, Willem Leterme, Bert Claessens, Maarten Hommelberg, Tom Holvoet, Ronnie Belmans:
Demand side management of electric vehicles with uncertainty on arrival and departure times. ISGT Europe 2012: 1-8
Coauthor Index
aka: Bert J. Claessens
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