Article | Proceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019 | Integrated Modelica Model and Model Predictive Control of a Terraced House Using IDEAS Linköping University Electronic Press Conference Proceedings
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Title:
Integrated Modelica Model and Model Predictive Control of a Terraced House Using IDEAS
Author:
Filip Jorissen: Mechanical Engineering, KU Leuven, Belgium Lieve Helsen: Mechanical Engineering, KU Leuven, Belgium / EnergyVille, Belgium
DOI:
10.3384/ecp19157139
Download:
Full text (pdf)
Year:
2019
Conference:
Proceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019
Issue:
157
Article no.:
014
Pages:
10
No. of pages:
139-148
Publication type:
Abstract and Fulltext
Published:
2019-02-01
ISBN:
978-91-7685-122-7
Series:
Linköping Electronic Conference Proceedings
ISSN (print):
1650-3686
ISSN (online):
1650-3740
Publisher:
Linköping University Electronic Press, Linköpings universitet


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Modelica has been used extensively within the Thermal System Simulation (The SySi) research group at KU Leuven to simulate and optimize the control and design of building energy systems. Within this scope, the open source Modelica library IDEAS has been developed and papers have been published that explain how IDEAS can be used to develop fast simulation models and MPC. This paper presents an open-source simulation model of a terraced house for which these earlier presented guidelines are applied and for which MPC results are made available. A full-year simulation of the nine-zones model takes four minutes and energy savings of 12.8 % are reported compared to a current-practice rule-based controller, although MPC has thermal comfort violations of up to 0.4 K.

Keywords: IDEAS, Model Predictive Control, TACO, Building Energy Simulation

Proceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019

Author:
Filip Jorissen, Lieve Helsen
Title:
Integrated Modelica Model and Model Predictive Control of a Terraced House Using IDEAS
DOI:
http://dx.doi.org/10.3384/ecp19157139
References:
No references available

Proceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019

Author:
Filip Jorissen, Lieve Helsen
Title:
Integrated Modelica Model and Model Predictive Control of a Terraced House Using IDEAS
DOI:
https://doi.org10.3384/ecp19157139
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Last updated: 2019-06-04