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The 14th International Modelica Conference
Linköping, September 20-24, 2021

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Papers by Marco Montemurro

Title: Sensitivity Analysis of a Car Shock Absorber Through a Functional Mock-up Units-Based Modelling Strategy
Authors: Bruno Vuillod, Ludovic Hallo, Enrico Panettieri and Marco Montemurro
Abstract: In Model-Based System Engineering (MBSE), some functional sub-systems can have a considerable influence on the overall system behaviour, whilst the effect of other ones can be neglected. Of course, the former requires a refined modelling approach, whilst the latter can be suitably represented by means of low-fidelity models (usually 0D models). Being capable of identifying the required precision level of sub-systems can help reducing the system complexity, with a negligible impact on the overall accuracy and help deepen the calculations in the system parts where it is necessary.
To determine which sub-systems models must be refined, suitable indicators must be introduced to assess their influence on the global system behaviour. To this purpose, in this work, a sensitivity analysis based on Sobol's indices coupled with a simple mechanical model developed in the Modelica environment is proposed to achieve the aforementioned task.
Keywords: Modelica, Sensivity Analysis, Sobol Index, Dynamical System
Paper: full paper Creative Commons License
Bibtex:
@InProceedings{modelica.org:Vuillod:2021,
  title = "{Sensitivity Analysis of a Car Shock Absorber Through a Functional Mock-up Units-Based Modelling Strategy}",
  author = {Bruno Vuillod and Ludovic Hallo and Enrico Panettieri and Marco Montemurro},
  pages = {307--314},
  doi = {10.3384/ecp21181307},
  booktitle = {Proceedings of the 14th International Modelica Conference},
  location = {Link\"oping, Sweden},
  editor = {Martin Sj\"olund and Lena Buffoni and Adrian Pop and Lennart Ochel},
  isbn = {978-91-7929-027-6},
  issn = {1650-3740},
  month = sep,
  series = {Link\"oping Electronic Conference Proceedings},
  number = {181},
  publisher = {Modelica Association and Link\"oping University Electronic Press},
  year = {2021}
}