Digital Library of the European Council for Modelling and Simulation

Title:	A Variable Detail Model Simulation Methodology For Cyber-Physical Systems
Authors:	T.G. Broenink, J.F. Broenink
Published in:	(2018). ECMS 2018 Proceedings Edited by: Lars Nolle, Alexandra Burger, Christoph Tholen, Jens Werner, Jens Wellhausen European Council for Modeling and Simulation. doi: 10.7148/2018-0005 ISSN: 2522-2422 (ONLINE) ISSN: 2522-2414 (PRINT) ISSN: 2522-2430 (CD-ROM) 32nd European Conference on Modelling and Simulation, Wilhelmshaven, Germany, May 22^nd – May 26^5h, 2018
Citation format:	T.G. Broenink, J.F. Broenink (2018). A Variable Detail Model Simulation Methodology For Cyber-Physical Systems, ECMS 2018 Proceedings Edited by: Lars Nolle, Alexandra Burger, Christoph Tholen, Jens Werner, Jens Wellhausen European Council for Modeling and Simulation. doi: 10.7148/2018-0219
DOI:	https://doi.org/10.7148/2018-0219
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 sub-models 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 mod-els. The method is effective in both examples and shows a clear trade-off between accuracy and performance.
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