A variable detail model simulation methodology for cyber-physical systems

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

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
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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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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