Increasing the reproducibility of structural modelling

Daniel Kasperek, Sebastian Maisenbacher, Andreas Kohn, Udo Lindemann, Maik Maurer

Research output: Contribution to journalArticlepeer-review

4 Scopus citations

Abstract

Information management and documentation are a major challenge for the modelling of complex systems. It is difficult for others than the modellers themselves to decide if the structural model at hand is sufficient in quality, scope and underlying information for the desired purpose, as it is usually not possible to reproduce the modelling purpose. Reproducibility in modelling in general is hard to achieve, as the modelling process depends on several individual influencing factors. Existing literature on reproducibility in modelling reveals that the creation process of the model as such and the information over the creation process are both essential for the reproducibility of the generated model. We identify three areas of support in order to increase the reproducibility of structural modelling. We provide a framework for increasing the reproducibility of structural modelling. A documentation template to capture the information generated within the modelling activities is suggested. As a result, the framework highlights the importance of documentation for modellers and ensures that all the required information is captured. The application and success evaluation show the benefit of the framework by increasing the reproducibility of structural modelling and that it also offers opportunities for better information management in general.

Original languageEnglish
Pages (from-to)259-281
Number of pages23
JournalJournal of Engineering Design
Volume26
Issue number7-9
DOIs
StatePublished - 2 Sep 2015

Keywords

  • documentation
  • information management
  • modelling quality
  • reproducibility
  • structural modelling

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