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 proceedingConference article in proceedingsScientificpeer-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 languageEnglish
    Title of host publicationProceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019
    PublisherLinköping university electronic press
    Chapter157
    Pages17-24
    Number of pages8
    ISBN (Print)978-91-7685-122-7
    DOIs
    Publication statusPublished - Mar 2019
    MoE publication typeA4 Article in a conference publication
    Event13th International Modelica Conference - Regensburg, Germany
    Duration: 4 Mar 20196 Mar 2019
    Conference number: 13
    https://www.modelica.org/events/modelica2019

    Publication series

    SeriesLinköping Electronic Conference Proceedings
    ISSN1650-3686

    Conference

    Conference13th International Modelica Conference
    CountryGermany
    CityRegensburg
    Period4/03/196/03/19
    Internet address

    Fingerprint

    Model predictive control
    Cooling
    Controllers
    Energy efficiency
    Testing

    Keywords

    • district cooling
    • modelling
    • FMI
    • modelica
    • model predictive control

    Cite this

    Sterling, R., Febres, J., Costa, A., Mohammadi, A., Carrillo, R. E., Schubnel, B., ... 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). [01] Linköping university electronic press. Linköping Electronic Conference Proceedings https://doi.org/10.3384/ecp1915717
    Sterling, Raymond ; Febres, Jesús ; Costa, Andrea ; Mohammadi, Adeleh ; Carrillo, Rafael E. ; Schubnel, Baptiste ; Stauffer, Yves ; De Cinque, Pietro ; Klobut, Krzysztof ; Keane, Marcus M. / A virtual test-bed for building Model Predictive Control developments. Proceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019. Linköping university electronic press, 2019. pp. 17-24 (Linköping Electronic Conference Proceedings).
    @inproceedings{af17689d586d4478b47d97391727947d,
    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’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 = "3",
    doi = "10.3384/ecp1915717",
    language = "English",
    isbn = "978-91-7685-122-7",
    series = "Link{\"o}ping Electronic Conference Proceedings",
    publisher = "Link{\"o}ping university electronic press",
    pages = "17--24",
    booktitle = "Proceedings of the 13th International Modelica Conference, Regensburg, Germany, March 4–6, 2019",

    }

    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, 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; Mohammadi, Adeleh; Carrillo, Rafael E.; Schubnel, Baptiste; Stauffer, Yves; De Cinque, Pietro; Klobut, Krzysztof; Keane, Marcus M.

    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 proceedingConference article in proceedingsScientificpeer-review

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    AU - Schubnel, Baptiste

    AU - Stauffer, Yves

    AU - De Cinque, Pietro

    AU - Klobut, Krzysztof

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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.

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    KW - modelling

    KW - FMI

    KW - modelica

    KW - model predictive control

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    M3 - Conference article in proceedings

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    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). https://doi.org/10.3384/ecp1915717