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 thisway, 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: English
• Keywords: heterogeneous tests, digital image correlation, full-field measurements, confidence intervals, mechanical testing
• Work type: Other
• Typology: 1.08 - Published Scientific Conference Contribution
• Organization: FS - Faculty of Mechanical Engineering
• Publication status: Published
• Publication version: Version of Record
• Year: 2021
• Number of pages: 8 str.
• PID: 20.500.12556/RUL-167017
• UDC: 004.932:62(045)
• DOI: 10.25518/esaform21.2415
• COBISS.SI-ID: 63325955
• Publication date in RUL: 04.02.2025

Record is a part of a monograph

• Title: 24th International Conference on Material Forming, Liège, Belgium, 14 - 16 April, 2021 : ESAFORM 2021
• Editors: Anne Marie Habraken
• Place of publishing: Liège
• Publisher: AIM
• Year: 2021
• COBISS.SI-ID: 62587395

Licences

• License: CC BY-NC 4.0, Creative Commons Attribution-NonCommercial 4.0 International
• Link: http://creativecommons.org/licenses/by-nc/4.0/
• Description: A creative commons license that bans commercial use, but the users don’t have to license their derivative works on the same terms.

Secondary language

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

Projects

• Funder: ARRS - Slovenian Research Agency
• Project number: P2-0263-2019
• Name: Mehanika v tehniki