Frederik Ruelens

20 papers B 1Journal 12Unranked 7

Year	Rank	Type	Title / Venue / Authors
2023	B	`conf`	AMPeD: An Analytical Model for Performance in Distributed Training of Transformers. ISPASS Diksha Moolchandani, Joyjit Kundu, Frederik Ruelens, Peter Vrancx, Timon Evenblij, Manu Perumkunnil
2018	J	`jnl`	Convolutional Neural Networks for Automatic State-Time Feature Extraction in Reinforcement Learning Applied to Residential Load Control. IEEE Trans. Smart Grid Bert J. Claessens, Peter Vrancx, Frederik Ruelens
2018	J	`jnl`	Reinforcement Learning Applied to an Electric Water Heater: From Theory to Practice. IEEE Trans. Smart Grid Frederik Ruelens, Bert Claessens, Salman Quaiyum, Bart De Schutter, Robert Babuska, Ronnie Belmans
2017	J	`jnl`	Cluster Control of Heterogeneous Thermostatically Controlled Loads Using Tracer Devices. IEEE Trans. Smart Grid Sandro Iacovella, Frederik Ruelens, Pieter Vingerhoets, Bert Claessens, Geert Deconinck
2017	J	`jnl`	Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning. CoRR Frederik Ruelens, Bert J. Claessens, Peter Vrancx, Fred Spiessens, Geert Deconinck
2017	J	`jnl`	Model-Free Control of Thermostatically Controlled Loads Connected to a District Heating Network. CoRR Bert J. Claessens, Dirk Vanhoudt, Johan Desmedt, Frederik Ruelens
2017	J	`jnl`	Residential Demand Response of Thermostatically Controlled Loads Using Batch Reinforcement Learning. IEEE Trans. Smart Grid Frederik Ruelens, Bert J. Claessens, Stijn Vandael, Bart De Schutter, Robert Babuska, Ronnie Belmans
2016	J	`jnl`	Convolutional Neural Networks For Automatic State-Time Feature Extraction in Reinforcement Learning Applied to Residential Load Control. CoRR Bert J. Claessens, Peter Vrancx, Frederik Ruelens
2016	—	`conf`	Sequential decision-making strategy for a demand response aggregator in a two-settlement electricity market. ECC Frederik Ruelens, Bert J. Claessens, Ronnie Belmans, Geert Deconinck
2015	J	`jnl`	Experimental analysis of data-driven control for a building heating system. CoRR Giuseppe Tommaso Costanzo, Sandro Iacovella, Frederik Ruelens, T. Leurs, Bert Claessens
2015	J	`jnl`	Learning Agent for a Heat-Pump Thermostat With a Set-Back Strategy Using Model-Free Reinforcement Learning. CoRR Frederik Ruelens, Sandro Iacovella, Bert J. Claessens, Ronnie Belmans
2015	J	`jnl`	Reinforcement Learning Applied to an Electric Water Heater: From Theory to Practice. CoRR Frederik Ruelens, Bert Claessens, Salman Quaiyum, Bart De Schutter, Robert Babuska, Ronnie Belmans
2015	J	`jnl`	Residential Demand Response Applications Using Batch Reinforcement Learning. CoRR Frederik Ruelens, Bert Claessens, Stijn Vandael, Bart De Schutter, Robert Babuska, Ronnie Belmans
2014	J	`jnl`	A Flexible Stochastic Optimization Method for Wind Power Balancing With PHEVs. IEEE Trans. Smart Grid Willem Leterme, Frederik Ruelens, Bert Claessens, Ronnie Belmans
2014	—	`conf`	Demand response of a heterogeneous cluster of electric water heaters using batch reinforcement learning. PSCC Frederik Ruelens, Bert J. Claessens, Stijn Vandael, Sandro Iacovella, Pieter Vingerhoets, Ronnie Belmans
2013	—	`conf`	Double-layered control methodology combining price objective and grid constraints. SmartGridComm Sandro Iacovella, Frederik Geth, Frederik Ruelens, Niels Leemput, Pieter Vingerhoets, Geert Deconinck, Bert Claessens
2013	—	`conf`	Peak shaving of a heterogeneous cluster of residential flexibility carriers using reinforcement learning. ISGT Europe Bert Claessens, Stijn Vandael, Frederik Ruelens, Klaas De Craemer, Bert Beusen
2013	—	`conf`	Stochastic portfolio management of an electric vehicles aggregator under price uncertainty. ISGT Europe Frederik Ruelens, Sam Weckx, Willem Leterme, Stijn Vandael, Bert Claessens, Ronnie Belmans
2012	—	`conf`	Demand side management of electric vehicles with uncertainty on arrival and departure times. ISGT Europe Frederik Ruelens, Stijn Vandael, Willem Leterme, Bert Claessens, Maarten Hommelberg, Tom Holvoet, Ronnie Belmans
2012	—	`conf`	Self-learning demand side management for a heterogeneous cluster of devices with binary control actions. ISGT Europe Bert Claessens, Stijn Vandael, Frederik Ruelens, Maarten Hommelberg