A variable detail model simulation methodology for cyber-physical systems

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    1 Citation (Scopus)

    Abstract

    This publication is about simulating cyber-physical
    models with varying levels of detail, how to structure the
    models to make this possible and how to design the submodels
    required. A structured method is posed to select
    which signals of the model to use for the structure and how
    to determine the different parts of the models to abstract
    away when varying the detail of sub-models. This method is
    applied to two examples based on a lab setup available. One
    example shows hard limits due to encoder processing, the
    other example shows the effects of simplified dynamic models.
    The method is effective in both examples and shows a
    clear trade-off between accuracy and performance.
    Original languageEnglish
    Title of host publicationProceedings of the 32nd European Conference on Modelling and Simulation ECMS 2018
    Pages219-225
    Publication statusPublished - 22 Jun 2018
    Event32nd European Conference on Modelling and Simulation 2018 - Wilhelmshaven, Germany
    Duration: 22 May 201825 May 2018
    Conference number: 32
    http://www.scs-europe.net/conf/ecms2018/

    Conference

    Conference32nd European Conference on Modelling and Simulation 2018
    Abbreviated titleECMS 2018
    CountryGermany
    CityWilhelmshaven
    Period22/05/1825/05/18
    Internet address

    Fingerprint

    Dynamic models
    Processing
    Cyber Physical System

    Cite this

    Broenink, T. G., & Broenink, J. F. (2018). A variable detail model simulation methodology for cyber-physical systems. In Proceedings of the 32nd European Conference on Modelling and Simulation ECMS 2018 (pp. 219-225)
    Broenink, Tim Gerhard ; Broenink, Johannes F. / A variable detail model simulation methodology for cyber-physical systems. Proceedings of the 32nd European Conference on Modelling and Simulation ECMS 2018. 2018. pp. 219-225
    @inproceedings{fd634c260a9f4d5db616b5efda883724,
    title = "A variable detail model simulation methodology for cyber-physical systems",
    abstract = "This publication is about simulating cyber-physicalmodels with varying levels of detail, how to structure themodels to make this possible and how to design the submodelsrequired. A structured method is posed to selectwhich signals of the model to use for the structure and howto determine the different parts of the models to abstractaway when varying the detail of sub-models. This method isapplied to two examples based on a lab setup available. Oneexample shows hard limits due to encoder processing, theother example shows the effects of simplified dynamic models.The method is effective in both examples and shows aclear trade-off between accuracy and performance.",
    author = "Broenink, {Tim Gerhard} and Broenink, {Johannes F.}",
    year = "2018",
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    Broenink, TG & Broenink, JF 2018, A variable detail model simulation methodology for cyber-physical systems. in Proceedings of the 32nd European Conference on Modelling and Simulation ECMS 2018. pp. 219-225, 32nd European Conference on Modelling and Simulation 2018, Wilhelmshaven, Germany, 22/05/18.

    A variable detail model simulation methodology for cyber-physical systems. / Broenink, Tim Gerhard; Broenink, Johannes F.

    Proceedings of the 32nd European Conference on Modelling and Simulation ECMS 2018. 2018. p. 219-225.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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    AB - This publication is about simulating cyber-physicalmodels with varying levels of detail, how to structure themodels to make this possible and how to design the submodelsrequired. A structured method is posed to selectwhich signals of the model to use for the structure and howto determine the different parts of the models to abstractaway when varying the detail of sub-models. This method isapplied to two examples based on a lab setup available. Oneexample shows hard limits due to encoder processing, theother example shows the effects of simplified dynamic models.The method is effective in both examples and shows aclear trade-off between accuracy and performance.

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    Broenink TG, Broenink JF. A variable detail model simulation methodology for cyber-physical systems. In Proceedings of the 32nd European Conference on Modelling and Simulation ECMS 2018. 2018. p. 219-225