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Researcher
Frederik Ruelens
- Disciplines:Control systems, robotics and automation, Electrical power engineering, Energy generation, conversion and storage engineering, Other engineering and technology, Infrastructure, transport and mobility engineering, Modelling
Affiliations
- Electrical Energy Systems and Applications (ELECTA) (Division)
Member
From1 Aug 2020 → 30 Jun 2017 - ESAT - ELECTA, Electrical Energy and Computer Architectures (Division)
Member
From15 Aug 2010 → 30 Jun 2017
Publications
1 - 10 of 15
- Model-free control of thermostatically controlled loads connected to a district heating network(2018)
Authors: Frederik Ruelens
Pages: 1 - 10 - Residential Demand Response of Thermostatically Controlled Loads Using Batch Reinforcement Learning(2017)
Authors: Frederik Ruelens, Ronnie Belmans
Pages: 2149 - 2159 - Convolutional Neural Networks For Automatic State-Time Feature Extraction in Reinforcement Learning Applied to Residential Load Control(2016)
Authors: Frederik Ruelens
Pages: 1 - 11 - Beyond Theory: Experimental Results of a Self-Learning Air Conditioning Unit(2016)
Authors: Frederik Ruelens, Sam Weckx, Geert Deconinck
Pages: 1 - 6 - Sequential Decision-Making Strategy for a Demand Response Aggregator in a Two-Settlement Electricity Market(2016)
Authors: Frederik Ruelens, Ronnie Belmans, Geert Deconinck
Pages: 1229 - 1235 - Experimental analysis of data-driven control for a building heating system(2016)
Authors: Sandro Iacovella, Frederik Ruelens
Pages: 81 - 90 - Cluster Control of Heterogeneous Thermostatically Controlled Loads Using Tracer Devices(2015)
Authors: Sandro Iacovella, Frederik Ruelens, Pieter Vingerhoets, Geert Deconinck
Pages: 528 - 536 - Learning Agent for a Heat-Pump Thermostat with a Set-Back Strategy Using Model-Free Reinforcement Learning(2015)
Authors: Frederik Ruelens, Sandro Iacovella, Ronnie Belmans
Pages: 8300 - 8318 - Demand Response of a Heterogeneous Cluster of Electric Water Heaters Using Batch Reinforcement learning(2014)
Authors: Frederik Ruelens, Stijn Vandael, Sandro Iacovella, Pieter Vingerhoets, Ronnie Belmans
Number of pages: 7 - A Flexible Stochastic Optimization Method for Wind Power Balancing With PHEVs(2014)
Authors: Willem Leterme, Frederik Ruelens, Ronnie Belmans
Pages: 1238 - 1245