A virtual test-bed for building Model Predictive Control developments

Raymond Sterling; Jesús Febres; Andrea Costa; Adeleh Mohammadi; Rafael E. Carrillo; Baptiste Schubnel; Yves Stauffer; Pietro De Cinque; Krzysztof Klobut; Marcus M. Keane

doi:10.3384/ecp1915717

A virtual test-bed for building Model Predictive Control developments

Raymond Sterling, Jesús Febres, Andrea Costa, Adeleh Mohammadi, Rafael E. Carrillo, Baptiste Schubnel, Yves Stauffer, Pietro De Cinque, Krzysztof Klobut, Marcus M. Keane

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Abstract

This paper presents the result of the work performed to develop a virtual test-bed for development and testing of Model Predictive Controllers within the district cooling networks field. These controllers are used for its application in improving the cooling energy efficiency in the network’s building. The article explains the use of the different tools to develop and simulate the models with an emphasis on the advantages and challenges of co-simulation and model exchange using the Functional Mockup Interface.

Original language	English
Title of host publication	Proceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019
Publisher	Linköping University Electronic Press
Chapter	157
Pages	17-24
Number of pages	8
ISBN (Print)	978-91-7685-122-7
DOIs	https://doi.org/10.3384/ecp1915717
Publication status	Published - Mar 2019
MoE publication type	A4 Article in a conference publication
Event	13th International Modelica Conference - Regensburg, Germany Duration: 4 Mar 2019 → 6 Mar 2019 Conference number: 13 https://www.modelica.org/events/modelica2019

Publication series

Series	Linköping Electronic Conference Proceedings
ISSN	1650-3686

Conference

Conference	13th International Modelica Conference
Country/Territory	Germany
City	Regensburg
Period	4/03/19 → 6/03/19
Internet address	https://www.modelica.org/events/modelica2019

Keywords

district cooling
modelling
FMI
modelica
model predictive control

Access to Document

10.3384/ecp1915717

INDIGO: New generation of intelligent efficient district cooling systems
Klobut, K. (Manager), Rämä, M. (Participant), Pursiheimo, E. (Participant), Sokka, L. (Participant) & Koponen, K. (Participant)
1/03/16 → 30/09/20
Project: EU project

Cite this

Sterling, R., Febres, J., Costa, A., Mohammadi, A., Carrillo, R. E., Schubnel, B., Stauffer, Y., De Cinque, P., Klobut, K., & Keane, M. M. (2019). A virtual test-bed for building Model Predictive Control developments. In Proceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019 (pp. 17-24). Article 01 Linköping University Electronic Press. https://doi.org/10.3384/ecp1915717

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title = "A virtual test-bed for building Model Predictive Control developments",

abstract = "This paper presents the result of the work performed to develop a virtual test-bed for development and testing of Model Predictive Controllers within the district cooling networks field. These controllers are used for its application in improving the cooling energy efficiency in the network{\textquoteright}s building. The article explains the use of the different tools to develop and simulate the models with an emphasis on the advantages and challenges of co-simulation and model exchange using the Functional Mockup Interface.",

keywords = "district cooling, modelling, FMI, modelica, model predictive control",

author = "Raymond Sterling and Jes{\'u}s Febres and Andrea Costa and Adeleh Mohammadi and Carrillo, {Rafael E.} and Baptiste Schubnel and Yves Stauffer and {De Cinque}, Pietro and Krzysztof Klobut and Keane, {Marcus M.}",

year = "2019",

month = mar,

doi = "10.3384/ecp1915717",

language = "English",

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pages = "17--24",

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

address = "Sweden",

note = "13th International Modelica Conference ; Conference date: 04-03-2019 Through 06-03-2019",

url = "https://www.modelica.org/events/modelica2019",

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Sterling, R, Febres, J, Costa, A, Mohammadi, A, Carrillo, RE, Schubnel, B, Stauffer, Y, De Cinque, P, Klobut, K & Keane, MM 2019, A virtual test-bed for building Model Predictive Control developments. in Proceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019., 01, Linköping University Electronic Press, Linköping Electronic Conference Proceedings, pp. 17-24, 13th International Modelica Conference, Regensburg, Bavaria, Germany, 4/03/19. https://doi.org/10.3384/ecp1915717

A virtual test-bed for building Model Predictive Control developments. / Sterling, Raymond; Febres, Jesús; Costa, Andrea et al.
Proceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019. Linköping University Electronic Press, 2019. p. 17-24 01 (Linköping Electronic Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

TY - GEN

T1 - A virtual test-bed for building Model Predictive Control developments

AU - Sterling, Raymond

AU - Febres, Jesús

AU - Costa, Andrea

AU - Mohammadi, Adeleh

AU - Carrillo, Rafael E.

AU - Schubnel, Baptiste

AU - Stauffer, Yves

AU - De Cinque, Pietro

AU - Klobut, Krzysztof

AU - Keane, Marcus M.

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AB - This paper presents the result of the work performed to develop a virtual test-bed for development and testing of Model Predictive Controllers within the district cooling networks field. These controllers are used for its application in improving the cooling energy efficiency in the network’s building. The article explains the use of the different tools to develop and simulate the models with an emphasis on the advantages and challenges of co-simulation and model exchange using the Functional Mockup Interface.

KW - district cooling

KW - modelling

KW - FMI

KW - modelica

KW - model predictive control

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DO - 10.3384/ecp1915717

M3 - Conference article in proceedings

SN - 978-91-7685-122-7

T3 - Linköping Electronic Conference Proceedings

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EP - 24

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

PB - Linköping University Electronic Press

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Y2 - 4 March 2019 through 6 March 2019

ER -

Sterling R, Febres J, Costa A, Mohammadi A, Carrillo RE, Schubnel B et al. A virtual test-bed for building Model Predictive Control developments. In Proceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019. Linköping University Electronic Press. 2019. p. 17-24. 01. (Linköping Electronic Conference Proceedings). doi: 10.3384/ecp1915717

A virtual test-bed for building Model Predictive Control developments

Abstract

Publication series

Conference

Keywords

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Projects

INDIGO: New generation of intelligent efficient district cooling systems

Cite this