Bert Claessens

46 papers Journal 30Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Gaming Strategies in European Imbalance Settlement Mechanisms. CoRR Seyed Soroush Karimi Madahi, Kenneth Bruninx, Bert Claessens, Chris Develder
2025	J	`jnl`	Model Predictive Control-Guided Reinforcement Learning for Implicit Balancing. CoRR Seyed Soroush Karimi Madahi, Kenneth Bruninx, Bert Claessens, Chris Develder
2024	—	`conf`	Control Policy Correction Framework for Reinforcement Learning-based Energy Arbitrage Strategies. e-Energy Seyed Soroush Karimi Madahi, Gargya Gokhale, Marie-Sophie Verwee, Bert Claessens, Chris Develder
2024	J	`jnl`	Control Policy Correction Framework for Reinforcement Learning-based Energy Arbitrage Strategies. CoRR Seyed Soroush Karimi Madahi, Gargya Gokhale, Marie-Sophie Verwee, Bert Claessens, Chris Develder
2024	—	`conf`	Distill2Explain: Differentiable decision trees for explainable reinforcement learning in energy application controllers. e-Energy Gargya Gokhale, Seyed Soroush Karimi Madahi, Bert Claessens, Chris Develder
2024	J	`jnl`	Distill2Explain: Differentiable decision trees for explainable reinforcement learning in energy application controllers. CoRR Gargya Gokhale, Seyed Soroush Karimi Madahi, Bert Claessens, Chris Develder
2024	J	`jnl`	Distributional Reinforcement Learning-based Energy Arbitrage Strategies in Imbalance Settlement Mechanism. CoRR Seyed Soroush Karimi Madahi, Bert Claessens, Chris Develder
2024	—	`conf`	Explainable Home Energy Management Systems based on Reinforcement Learning using Differentiable Decision Trees. e-Energy Gargya Gokhale, Bert Claessens, Chris Develder
2024	J	`jnl`	Explainable Reinforcement Learning-based Home Energy Management Systems using Differentiable Decision Trees. CoRR Gargya Gokhale, Bert Claessens, Chris Develder
2024	—	`conf`	Frequency Containment Reserve and Imbalance participation: a Battery-Integrated Reinforcement Learning Strategy. e-Energy Fabio Pavirani, Seyed Soroush Karimi Madahi, Bert Claessens, Chris Develder
2024	—	`conf`	Multi-source Transfer Learning in Reinforcement Learning-based Home Battery Controller. BuildSys Seyed Soroush Karimi Madahi, Toon Van Puyvelde, Gargya Gokhale, Bert Claessens, Chris Develder
2024	J	`jnl`	Predicting and Publishing Accurate Imbalance Prices Using Monte Carlo Tree Search. CoRR Fabio Pavirani, Jonas Van Gompel, Seyed Soroush Karimi Madahi, Bert Claessens, Chris Develder
2024	—	`conf`	Sample efficient reinforcement learning for building control: Leveraging physics informed latent representations. e-Energy Gargya Gokhale, Bert Claessens, Chris Develder
2023	J	`jnl`	Demand response for residential building heating: Effective Monte Carlo Tree Search control based on physics-informed neural networks. CoRR Fabio Pavirani, Gargya Gokhale, Bert Claessens, Chris Develder
2023	—	`conf`	Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households. BuildSys Gargya Gokhale, Niels Tiben, Marie-Sophie Verwee, Manu Lahariya, Bert Claessens, Chris Develder
2023	—	`conf`	Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System. BuildSys Gargya Gokhale, Jonas Van Gompel, Bert Claessens, Chris Develder
2022	J	`jnl`	PhysQ: A Physics Informed Reinforcement Learning Framework for Building Control. CoRR Gargya Gokhale, Bert Claessens, Chris Develder
2021	J	`jnl`	Physics Informed Neural Networks for Control Oriented Thermal Modeling of Buildings. CoRR Gargya Gokhale, Bert Claessens, Chris Develder
2020	J	`jnl`	Grid-Constrained Distributed Optimization for Frequency Control With Low-Voltage Flexibility. IEEE Trans. Smart Grid Jonas Engels, Bert Claessens, Geert Deconinck
2020	J	`jnl`	Optimal Combination of Frequency Control and Peak Shaving With Battery Storage Systems. IEEE Trans. Smart Grid Jonas Engels, Bert Claessens, Geert Deconinck
2019	J	`jnl`	Combined Stochastic Optimization of Frequency Control and Self-Consumption With a Battery. IEEE Trans. Smart Grid Jonas Engels, Bert Claessens, Geert Deconinck
2019	J	`jnl`	Grid-Constrained Distributed Optimization for Frequency Control with Low-Voltage Flexibility. CoRR Jonas Engels, Bert Claessens, Geert Deconinck
2019	J	`jnl`	Optimal Combination of Frequency Control and Peak Shaving with Battery Storage Systems. CoRR Jonas Engels, Bert Claessens, Geert Deconinck
2019	J	`jnl`	Techno-Economic Analysis and Optimal Control of Battery Storage for Frequency Control Services, Applied to the German Market. CoRR Jonas Engels, Bert Claessens, Geert Deconinck
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`	Combined Stochastic Optimization of Frequency Control and Self-Consumption with a Battery. CoRR Jonas Engels, Bert Claessens, Geert Deconinck
2017	J	`jnl`	The use of distributed thermal storage in district heating grids for demand side management. CoRR Dirk Vanhoudt, Bert Claessens, Robbe Salenbien, Johan Desmedt
2016	—	`conf`	Toward coordinated robust allocation of reserve policies for a cell-based power system. ISGT Europe Junjie Hu, Kai Heussen, Bert Claessens, Lei Sun, Reinhilde D'hulst
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`	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`	Reinforcement Learning of Heuristic EV Fleet Charging in a Day-Ahead Electricity Market. IEEE Trans. Smart Grid Stijn Vandael, Bert Claessens, Damien Ernst, Tom Holvoet, Geert Deconinck
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	J	`jnl`	An Event-Driven Dual Coordination Mechanism for Demand Side Management of PHEVs. IEEE Trans. Smart Grid Klaas De Craemer, Stijn Vandael, Bert Claessens, Geert Deconinck
2014	J	`jnl`	Multiagent Charging of Electric Vehicles Respecting Distribution Transformer Loading and Voltage Limits. IEEE Trans. Smart Grid Sam Weckx, Reinhilde D'hulst, Bert Claessens, Johan Driesen
2013	J	`jnl`	A Model-Free Flexibility Management System at KU Leuven and VITO. ERCIM News Stijn Vandael, Bert Claessens, Tom Holvoet, Geert Deconinck
2013	J	`jnl`	A Scalable Three-Step Approach for Demand Side Management of Plug-in Hybrid Vehicles. IEEE Trans. Smart Grid Stijn Vandael, Bert Claessens, Maarten Hommelberg, Tom Holvoet, Geert Deconinck
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`	A case study of coordinated electric vehicle charging for peak shaving on a low voltage grid. ISGT Europe Niels Leemput, Frederik Geth, Bert Claessens, Juan Van Roy, Raf Ponnette, Johan Driesen
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
2011	—	`conf`	Comparative analysis of coordination strategies for electric vehicles. ISGT Europe Niels Leemput, Juan Van Roy, Frederik Geth, Peter Tant, Bert Claessens, Johan Driesen
2011	J	`jnl`	Insights in storage as a solution for local renewable electricity generation. Elektrotech. Informationstechnik Grietus Mulder, Bert Claessens