63782 2025 eng 1 5 259 article Elsevier B.V. 1 -- -- -- A streamlined Python-based workflow for transforming Full-Notch Creep Test (FNCT) data into organized, machine-actionable formats is presented. The workflow automates the conversion of raw FNCT data from classic CSV and Excel files into structured outputs that facilitate future semantic integration. Emphasizing practical data handling, the approach includes automation scripts for efficient data extraction, transformation, and storage, which culminate in well-ordered files. This transformation paves the way for potential semantic data integration and facilitates access for users with varying levels of digital experience to enhanced data management in polymer research and testing. 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Published by Elsevier B.V.","name":"copyright","label":"Copyright"}],"article-number":"114085"}} journal-article https://www.elsevier.com/tdm/userlicense/1.0/ crossref PersonAuthorFirstName_1,PersonAuthorLastName_1,PersonAuthorIdentifierOrcid_1,PersonAuthorFirstName_2,PersonAuthorLastName_2,PersonAuthorIdentifierOrcid_2,PersonAuthorFirstName_3,PersonAuthorLastName_3,PersonAuthorIdentifierOrcid_3,PersonAuthorFirstName_4,PersonAuthorLastName_4,PersonAuthorIdentifierOrcid_4,PublisherName,TitleMain_1,Language,TitleParent_1,ArticleNumber,Volume,PublishedYear,IdentifierIssn,Enrichmentlocal_crossrefLicence doi-import 18.08.2025 Creative Commons - CC BY - Namensnennung 4.0 International Markus Schilling Niklas Marschall Ute Niebergall Martin Böhning eng uncontrolled PE-HD eng uncontrolled Full-Notch Creep Test (FNCT) eng uncontrolled Environmental Stress Cracking (ESC) eng uncontrolled Data Interoperability eng uncontrolled FAIR Data eng uncontrolled Semantic Data Ingenieurwissenschaften 5 Werkstofftechnik 5.2 Metallische Hochtemperaturwerkstoffe 5.3 Polymere Verbundwerkstoffe 5.5 Materialmodellierung 7 Bauwerkssicherheit 7.5 Technische Eigenschaften von Polymerwerkstoffen Material Verlagsliteratur Datei für die Öffentlichkeit verfügbar ("Open Access") Wissenschaftliche Artikel der BAM Materialdesign Bundesanstalt für Materialforschung und -prüfung (BAM) https://opus4.kobv.de/opus4-bam/files/63782/commat_259_114085_2025_Schilling_et_al_Modernizing_FNCT_data_handling.pdf