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Bert Claessens
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2020 – today
- 2024
- [c13]Seyed Soroush Karimi Madahi, Toon Van Puyvelde, Gargya Gokhale, Bert Claessens, Chris Develder:
Multi-source Transfer Learning in Reinforcement Learning-based Home Battery Controller. BuildSys 2024 - [i23]Seyed Soroush Karimi Madahi, Bert Claessens, Chris Develder:
Distributional Reinforcement Learning-based Energy Arbitrage Strategies in Imbalance Settlement Mechanism. CoRR abs/2401.00015 (2024) - [i22]Gargya Gokhale, Seyed Soroush Karimi Madahi, Bert Claessens, Chris Develder:
Distill2Explain: Differentiable decision trees for explainable reinforcement learning in energy application controllers. CoRR abs/2403.11907 (2024) - [i21]Gargya Gokhale, Bert Claessens, Chris Develder:
Explainable Reinforcement Learning-based Home Energy Management Systems using Differentiable Decision Trees. CoRR abs/2403.11947 (2024) - [i20]Seyed Soroush Karimi Madahi, Gargya Gokhale, Marie-Sophie Verwee, Bert Claessens, Chris Develder:
Control Policy Correction Framework for Reinforcement Learning-based Energy Arbitrage Strategies. CoRR abs/2404.18821 (2024) - [i19]Fabio Pavirani, Jonas Van Gompel, Seyed Soroush Karimi Madahi, Bert Claessens, Chris Develder:
Predicting and Publishing Accurate Imbalance Prices Using Monte Carlo Tree Search. CoRR abs/2411.04011 (2024) - 2023
- [c12]Gargya Gokhale, Niels Tiben, Marie-Sophie Verwee, Manu Lahariya, Bert Claessens, Chris Develder:
Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households. BuildSys 2023: 347-351 - [c11]Gargya Gokhale, Jonas Van Gompel, Bert Claessens, Chris Develder:
Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System. BuildSys 2023: 458-462 - [i18]Gargya Gokhale, Niels Tiben, Marie-Sophie Verwee, Manu Lahariya, Bert J. Claessens, Chris Develder:
Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households. CoRR abs/2310.19155 (2023) - [i17]Gargya Gokhale, Jonas Van Gompel, Bert J. Claessens, Chris Develder:
Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System. CoRR abs/2310.19159 (2023) - [i16]Fabio Pavirani, Gargya Gokhale, Bert Claessens, Chris Develder:
Demand response for residential building heating: Effective Monte Carlo Tree Search control based on physics-informed neural networks. CoRR abs/2312.03365 (2023) - 2022
- [i15]Gargya Gokhale, Bert Claessens, Chris Develder:
PhysQ: A Physics Informed Reinforcement Learning Framework for Building Control. CoRR abs/2211.11830 (2022) - 2021
- [i14]Gargya Gokhale, Bert Claessens, Chris Develder:
Physics Informed Neural Networks for Control Oriented Thermal Modeling of Buildings. CoRR abs/2111.12066 (2021) - 2020
- [j14]Jonas Engels, Bert Claessens, Geert Deconinck:
Grid-Constrained Distributed Optimization for Frequency Control With Low-Voltage Flexibility. IEEE Trans. Smart Grid 11(1): 612-622 (2020) - [j13]Jonas Engels, Bert Claessens, Geert Deconinck:
Optimal Combination of Frequency Control and Peak Shaving With Battery Storage Systems. IEEE Trans. Smart Grid 11(4): 3270-3279 (2020)
2010 – 2019
- 2019
- [j12]Jonas Engels, Bert Claessens, Geert Deconinck:
Combined Stochastic Optimization of Frequency Control and Self-Consumption With a Battery. IEEE Trans. Smart Grid 10(2): 1971-1981 (2019) - [j11]Mingxi Liu, Stef Peeters, Duncan S. Callaway, Bert J. Claessens:
Trajectory Tracking With an Aggregation of Domestic Hot Water Heaters: Combining Model-Based and Model-Free Control in a Commercial Deployment. IEEE Trans. Smart Grid 10(5): 5686-5695 (2019) - [i13]Jonas Engels, Bert Claessens, Geert Deconinck:
Techno-Economic Analysis and Optimal Control of Battery Storage for Frequency Control Services, Applied to the German Market. CoRR abs/1903.04251 (2019) - [i12]Jonas Engels, Bert Claessens, Geert Deconinck:
Grid-Constrained Distributed Optimization for Frequency Control with Low-Voltage Flexibility. CoRR abs/1903.04282 (2019) - [i11]Jonas Engels, Bert Claessens, Geert Deconinck:
Optimal Combination of Frequency Control and Peak Shaving with Battery Storage Systems. CoRR abs/1906.06907 (2019) - 2018
- [j10]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) - [j9]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
- [j8]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) - [j7]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) - [i10]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) - [i9]Dirk Vanhoudt, Bert Claessens, Robbe Salenbien, Johan Desmedt:
The use of distributed thermal storage in district heating grids for demand side management. CoRR abs/1702.06005 (2017) - [i8]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) - [i7]Jonas Engels, Bert Claessens, Geert Deconinck:
Combined Stochastic Optimization of Frequency Control and Self-Consumption with a Battery. CoRR abs/1710.08331 (2017) - 2016
- [c10]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 - [c9]Junjie Hu, Kai Heussen, Bert Claessens, Lei Sun, Reinhilde D'Hulst:
Toward coordinated robust allocation of reserve policies for a cell-based power system. ISGT Europe 2016: 1-6 - [i6]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
- [j6]Stijn Vandael, Bert Claessens, Damien Ernst, Tom Holvoet, Geert Deconinck:
Reinforcement Learning of Heuristic EV Fleet Charging in a Day-Ahead Electricity Market. IEEE Trans. Smart Grid 6(4): 1795-1805 (2015) - [i5]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) - [i4]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) - [i3]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) - [i2]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
- [j5]Klaas De Craemer, Stijn Vandael, Bert Claessens, Geert Deconinck:
An Event-Driven Dual Coordination Mechanism for Demand Side Management of PHEVs. IEEE Trans. Smart Grid 5(2): 751-760 (2014) - [j4]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) - [j3]Sam Weckx, Reinhilde D'Hulst, Bert Claessens, Johan Driesen:
Multiagent Charging of Electric Vehicles Respecting Distribution Transformer Loading and Voltage Limits. IEEE Trans. Smart Grid 5(6): 2857-2867 (2014) - [c8]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
- [j2]Stijn Vandael, Bert Claessens, Maarten Hommelberg, Tom Holvoet, Geert Deconinck:
A Scalable Three-Step Approach for Demand Side Management of Plug-in Hybrid Vehicles. IEEE Trans. Smart Grid 4(2): 720-728 (2013) - [c7]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 - [c6]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 - [c5]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 - [i1]Stijn Vandael, Bert Claessens, Tom Holvoet, Geert Deconinck:
A Model-Free Flexibility Management System at KU Leuven and VITO. ERCIM News 2013(92) (2013) - 2012
- [c4]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 - [c3]Niels Leemput, Frederik Geth, Bert Claessens, Juan Van Roy, Raf Ponnette, Johan Driesen:
A case study of coordinated electric vehicle charging for peak shaving on a low voltage grid. ISGT Europe 2012: 1-7 - [c2]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 - 2011
- [j1]Grietus Mulder, Bert Claessens:
Insights in storage as a solution for local renewable electricity generation. Elektrotech. Informationstechnik 128(4): 116-121 (2011) - [c1]Niels Leemput, Juan Van Roy, Frederik Geth, Peter Tant, Bert Claessens, Johan Driesen:
Comparative analysis of coordination strategies for electric vehicles. ISGT Europe 2011: 1-8
Coauthor Index
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