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Jansen, Jelger / Jorissen, Filip / Helsen, Lieve (2024): Effect of prediction uncertainties on the performance of a white-box model predictive controller for district heating networks. Dans: Energy and Buildings, v. 319 (septembre 2024).
https://doi.org/10.1016/j.enbuild.2024.114520
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Nagy, Zoltan / Henze, Gregor / Dey, Sourav / Arroyo, Javier / Helsen, Lieve / Zhang, Xiangyu / Chen, Bingqing / Amasyali, Kadir / Kurte, Kuldeep / Zamzam, Ahmed / Zandi, Helia / Drgoňa, Ján / Quintana, Matias / McCullogh, Steven / Park, June Young / Li, Han / Hong, Tianzhen / Brandi, Silvio / Pinto, Giuseppe / Capozzoli, Alfonso / Vrabie, Draguna / Berges, Mario / Nweye, Kingsley / Marzullo, Thibault / Bernstein, Andrey (2023): Ten questions concerning reinforcement learning for building energy management. Dans: Building and Environment, v. 241 (août 2023).
https://doi.org/10.1016/j.buildenv.2023.110435
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Arroyo, Javier / Spiessens, Fred / Helsen, Lieve (2022): Comparison of Optimal Control Techniques for Building Energy Management. Dans: Frontiers in Built Environment, v. 8 (février 2022).
https://doi.org/10.3389/fbuil.2022.849754
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Arroyo, Javier / Spiessens, Fred / Helsen, Lieve (2022): Comparison of Model Complexities in Optimal Control Tested in a Real Thermally Activated Building System. Dans: Buildings, v. 12, n. 5 (24 avril 2022).
https://doi.org/10.3390/buildings12050539
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Uytterhoeven, Anke / Van Rompaey, Robbe / Bruninx, Kenneth / Helsen, Lieve (2022): Chance constrained stochastic MPC for building climate control under combined parametric and additive uncertainty. Dans: Journal of Building Performance Simulation, v. 15, n. 3 (22 mars 2022).
https://doi.org/10.1080/19401493.2022.2058087
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Suryanarayana, Gowri / Arroyo, Javier / Helsen, Lieve / Lago, Jesus (2021): A data driven method for optimal sensor placement in multi-zone buildings. Dans: Energy and Buildings, v. 243 (juillet 2021).
https://doi.org/10.1016/j.enbuild.2021.110956
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Verhelst, Clara / Degrauwe, David / Logist, Filip / Van Impe, Jan / Helsen, Lieve (2012): Multi-objective optimal control of an air-to-water heat pump for residential heating. Dans: Building Simulation, v. 5, n. 3 (juillet 2012).
https://doi.org/10.1007/s12273-012-0061-z
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Cupeiro Figueroa, Iago / Cimmino, Massimo / Drgoňa, Ján / Helsen, Lieve (2020): Fluid temperature predictions of geothermal borefields using load estimations via state observers. Dans: Journal of Building Performance Simulation, v. 14, n. 1 (décembre 2020).
https://doi.org/10.1080/19401493.2020.1838612
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De Jaeger, Ina / Vandermeulen, Annelies / van der Heijde, Bram / Helsen, Lieve / Saelens, Dirk (2020): Aggregating set-point temperature profiles for archetype-based: simulations of the space heat demand within residential districts. Dans: Journal of Building Performance Simulation, v. 13, n. 3 (mars 2020).
https://doi.org/10.1080/19401493.2020.1727567
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Arroyo, Javier / Spiessens, Fred / Helsen, Lieve (2020): Identification of multi-zone grey-box building models for use in model predictive control. Dans: Journal of Building Performance Simulation, v. 13, n. 4 (mai 2020).
https://doi.org/10.1080/19401493.2020.1770861
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Patteeuw, Dieter / Henze, Gregor P. / Arteconi, Alessia / Corbin, Charles D. / Helsen, Lieve (2018): Clustering a building stock towards representative buildings in the context of air-conditioning electricity demand flexibility. Dans: Journal of Building Performance Simulation, v. 12, n. 1 (juillet 2018).
https://doi.org/10.1080/19401493.2018.1470202
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De Coninck, Roel / Magnusson, Fredrik / Åkesson, Johan / Helsen, Lieve (2015): Toolbox for development and validation of grey-box building models for forecasting and control. Dans: Journal of Building Performance Simulation, v. 9, n. 3 (août 2015).
https://doi.org/10.1080/19401493.2015.1046933
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Sourbron, Maarten / Helsen, Lieve (2013): Sensitivity analysis of feedback control for concrete core activation and impact on installed thermal production power. Dans: Journal of Building Performance Simulation, v. 7, n. 5 (décembre 2013).
https://doi.org/10.1080/19401493.2013.824028
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Sourbron, Maarten / Verhelst, Clara / Helsen, Lieve (2013): Building models for model predictive control of office buildings with concrete core activation. Dans: Journal of Building Performance Simulation, v. 6, n. 3 (mai 2013).
https://doi.org/10.1080/19401493.2012.680497
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Sourbron, Maarten / Helsen, Lieve (2011): Evaluation of adaptive thermal comfort models in moderate climates and their impact on energy use in office buildings. Dans: Energy and Buildings, v. 43, n. 2-3 (février 2011).
https://doi.org/10.1016/j.enbuild.2010.10.005
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Verhelst, Clara / Logist, Filip / Van Impe, Jan / Helsen, Lieve (2012): Study of the optimal control problem formulation for modulating air-to-water heat pumps connected to a residential floor heating system. Dans: Energy and Buildings, v. 45 (février 2012).
https://doi.org/10.1016/j.enbuild.2011.10.015
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Atam, Ercan / Helsen, Lieve (2015): A convex approach to a class of non-convex building HVAC control problems: Illustration by two case studies. Dans: Energy and Buildings, v. 93 (avril 2015).
https://doi.org/10.1016/j.enbuild.2015.02.026
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De Coninck, Roel / Helsen, Lieve (2016): Practical implementation and evaluation of model predictive control for an office building in Brussels. Dans: Energy and Buildings, v. 111 (janvier 2016).
https://doi.org/10.1016/j.enbuild.2015.11.014
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Patteeuw, Dieter / Helsen, Lieve (2016): Combined design and control optimization of residential heating systems in a smart-grid context. Dans: Energy and Buildings, v. 133 (décembre 2016).
https://doi.org/10.1016/j.enbuild.2016.09.030
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Verhelst, Joachim / van Ham, Geert / Saelens, Dirk / Helsen, Lieve (2017): Economic impact of persistent sensor and actuator faults in concrete core activated office buildings. Dans: Energy and Buildings, v. 142 (mai 2017).
https://doi.org/10.1016/j.enbuild.2017.02.052
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Picard, Damien / Drgoňa, Ján / Kvasnica, Michal / Helsen, Lieve (2017): Impact of the controller model complexity on model predictive control performance for buildings. Dans: Energy and Buildings, v. 152 (octobre 2017).
https://doi.org/10.1016/j.enbuild.2017.07.027
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Delwati, Muhannad / Merema, Bart / Breesch, Hilde / Helsen, Lieve / Sourbron, Maarten (2018): Impact of demand controlled ventilation on system performance and energy use. Dans: Energy and Buildings, v. 174 (septembre 2018).
https://doi.org/10.1016/j.enbuild.2018.06.015
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Cupeiro Figueroa, Iago / Picard, Damien / Helsen, Lieve (2020): Short-term modeling of hybrid geothermal systems for Model Predictive Control. Dans: Energy and Buildings, v. 215 (mai 2020).
https://doi.org/10.1016/j.enbuild.2020.109884
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Lawrence, Thomas M. / Boudreau, Marie-Claude / Helsen, Lieve / Henze, Gregor / Mohammadpour, Javad / Noonan, Doug / Patteeuw, Dieter / Pless, Shanti / Watson, Richard T. (2016): Ten questions concerning integrating smart buildings into the smart grid. Dans: Building and Environment, v. 108 (novembre 2016).
https://doi.org/10.1016/j.buildenv.2016.08.022