Towards proper sampling and statistical analysis of defects

A Cetin (Corresponding author), Andrew Roiko, L Mina

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

    Abstract

    Advancements in applied statistics with great relevance to defect sampling and analysis are presented. Three main issues are considered; (i) proper handling of multiple defect types, (ii) relating sample data originating from polished inspection surfaces (2D) to finite material volumes (3D), and (iii) application of advanced extreme value theory in statistical analysis of block maximum data. Original and rigorous, but practical mathematical solutions are presented. Finally, these methods are applied to make prediction regarding defect sizes in a steel alloy containing multiple defect types
    Original languageEnglish
    Title of host publicationProceedings
    Subtitle of host publicationMATEC Web of Conferences
    PublisherEDP Sciences
    Volume12
    ISBN (Print)978-275981274-5
    DOIs
    Publication statusPublished - 2014
    MoE publication typeA4 Article in a conference publication
    EventFatigue Design and Material Defects, FDMD II - JIP 2014 - Paris, France
    Duration: 11 Jun 201413 Jun 2014

    Conference

    ConferenceFatigue Design and Material Defects, FDMD II - JIP 2014
    Abbreviated titleFDMD II - JIP 2014
    CountryFrance
    CityParis
    Period11/06/1413/06/14

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    Cite this

    Cetin, A., Roiko, A., & Mina, L. (2014). Towards proper sampling and statistical analysis of defects. In Proceedings: MATEC Web of Conferences (Vol. 12). [02001] EDP Sciences. https://doi.org/10.1051/matecconf/20141202001