Parameters' confidence intervals evaluation for heterogeneous strain field specimen designs by using digital image correlation

Maček, Andraž (author), Urevc, Janez (author), Starman, Bojan (author), Halilovič, Miroslav (author)

This paper aims to compare different heterogeneous test designs from the perspective of the confidence interval quantification of inversely identified parameters, where the influence of a DIC optical system systematic and random error are taken into account. Because the errors in optical measurement can arise from many reasons and sources, our methodology relies on the system's errors determined from initial sets of pictures acquired at the load-free state for hundreds of specimens (over 850 tests over the past three years). In this way, a prior probability distribution of systematic and random error, arisen from the system initial settings and testing procedures are determined. Further, by conducting an inverse identification procedure of linear orthotropic elastic material parameters, the influence of the error distributions is studied for different types of heterogeneous specimens. The presented methodology determines the DIC bias and random error propagation through the inverse identification procedure to individual parameters. For each specimen design, confidence intervals of identified material parameters were determined. The results show the appropriateness of a specimen design for the identification of particular material parameters.

• Language: Slovenian
• Keywords: heterogeneous test, digital image correlation, full-field measurements, confidence intervals, mechanical testing
• Typology: 1.08 - Published Scientific Conference Contribution
• Organization: FS - Faculty of Mechanical Engineering
• Publication status: Published
• Publication version: Version of Record
• Publication date: 29.03.2021
• Year: 2021
• Number of pages: Str. 1-8
• Numbering: art. 2415
• PID: 20.500.12556/RUL-126858
• Publication date in RUL: 06.05.2021

MAČEK, Andraž, UREVC, Janez, STARMAN, Bojan and HALILOVIČ, Miroslav, 2021, Parameters’ confidence intervals evaluation for heterogeneous strain field specimen designs by using digital image correlation. In : ESAFORM 2021 [online]. Published Scientific Conference Contribution. 2021. p. 1–8. [Accessed 14 April 2025]. Retrieved from: https://repozitorij.uni-lj.si/IzpisGradiva.php?lang=eng&id=126858

Record is a part of a proceedings

• Title: ESAFORM 2021
• Conference organizer: University of Liège, Belgium

Licences

• License: CC BY 4.0, Creative Commons Attribution 4.0 International
• Link: http://creativecommons.org/licenses/by/4.0/
• Description: This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.
• Licensing start date: 29.03.2021

Secondary language

• Language: English
• Keywords: heterogeni test, korelacija digitalne slike, meritve v polnem polju, interval zaupanja, mehansko testiranje

Projects

• Funder: ARRS - Slovenian Research Agency
• Project number: P2-0263
• Name: Mehanika v tehniki