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Parametric Generation of Datasets for the Creation of Reduced Order Models of Rubber-Metal Elements

Open Access
|Apr 2025

Abstract

The work deals with the parametric generation of datasets, which are used for creation of reduced order models (ROM) of rubber-metal elements (RME). First chapter describes the standard development process and advantages of implementing ROM into this process. Furthermore, it explains the role of input dataset for creating ROM, possibilities for achieving sufficient accuracy of ROM and advantages of utilization of procedures for model creation, simulation and results extraction. The second chapter describes the whole process of dataset generation from static FEM analysis, starting with the procedures creation and subsequently their utilization for automatic creation, simulation and results extraction of many FEM models of RME with various shape variants, which aim is to speed up the development process and make it less laborious. The third chapter is dedicated to description of the whole process of dataset generation from dynamic FEM analysis. This chapter has got similar structure as previous chapter, however, there are some differences, on which this chapter focuses. The fourth chapter concludes all the results from static and dynamic FEM simulations for dataset creation.

DOI: https://doi.org/10.2478/scjme-2025-0001 | Journal eISSN: 2450-5471 | Journal ISSN: 0039-2472
Language: English
Page range: 1 - 8
Published on: Apr 30, 2025
Published by: Slovak University of Technology in Bratislava
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year

© 2025 Ján Danko, Juraj Dobrovolný, Ľuboš Magdolen, Tomáš Milesich, Igor Kevický, Martin Bernáth, Tomáš Nemec, published by Slovak University of Technology in Bratislava
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.