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A generalized Anderson–Darling test for the goodness-of-fit evaluation of the fracture strain distribution of acrylic glass

Berlinger, Marcel ; Kolling, Stefan ; Schneider, Jens (2024)
A generalized Anderson–Darling test for the goodness-of-fit evaluation of the fracture strain distribution of acrylic glass.
In: Glass Structures & Engineering, 2021, 6 (2)
doi: 10.26083/tuprints-00023552
Article, Secondary publication, Publisher's Version

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Item Type: Article
Type of entry: Secondary publication
Title: A generalized Anderson–Darling test for the goodness-of-fit evaluation of the fracture strain distribution of acrylic glass
Language: English
Date: 24 September 2024
Place of Publication: Darmstadt
Year of primary publication: 2021
Place of primary publication: [Cham]
Publisher: Springer International Publishing
Journal or Publication Title: Glass Structures & Engineering
Volume of the journal: 6
Issue Number: 2
DOI: 10.26083/tuprints-00023552
Corresponding Links:
Origin: Secondary publication DeepGreen
Abstract:

Acrylic glasses, as well as mineral glasses, exhibit a high variability in tensile strength. To cope with this uncertainty factor for the dimensioning of structural parts, modeling of the stress-strain behavior and a proper characterization of the varying fracture stress or strain are required. For the latter, this work presents an experimental and mathematical methodology. Fracture strains from 50 quasi-static tensile tests, locally analyzed using digital image correlation, form the sample. For the assignment of an occurrence probability to each experiment, an evaluation of existing probability estimators is conducted, concerning their ability to fit selected probability distribution functions. Important goodness-of-fit tests are introduced and assessed critically. Based on the popular Anderson-Darling test, a generalized form is proposed that allows a free, hitherto not possible, choice of the probability estimator. To approach the fracture strains population, the combination of probability estimator and distribution function that best reproduces the experimental data is determined, and its characteristic progression is discussed with the aid of fractographic analyses.

Uncontrolled Keywords: Acrylic glass, Anderson-Darling test, Fracture strain, Goodness-of-fit, Probability estimator, Weibull distribution
Status: Publisher's Version
URN: urn:nbn:de:tuda-tuprints-235522
Classification DDC: 600 Technology, medicine, applied sciences > 624 Civil engineering and environmental protection engineering
Divisions: 13 Department of Civil and Environmental Engineering Sciences > Institute für Structural Mechanics and Design
Date Deposited: 24 Sep 2024 09:17
Last Modified: 21 Oct 2024 08:04
SWORD Depositor: Deep Green
URI: https://tuprints.ulb.tu-darmstadt.de/id/eprint/23552
PPN: 522328121
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