Aversa, Rossella

Gedsun, Angelika

Hammerschmidt, Thomas

Olbricht, Jürgen

Shakeel, Yusra

Skrotzki, Birgit

Stotzka, Rainer

Ávila, Luis A. Calderón

English

KITopen

Current ac*vi*es§ Agreement on data schema (glossary, controlled vocabulary and ranking) and guidelines for metadata§ Linking these ac;vi;es with the development of workflows and infrastructure for transforming and distribu;ng reference data in FAIR DO’s and the future seman;c representa;on (ontology)§ Design and implementa;on of a demonstrator§ BAM generates a dataset on creep of CMSX-6 (a single crystal Ni-Base Superalloy)IUC02 Framework for Curation and Distribution of Reference Datasets Example: Creep Data of Ni-Base SuperalloysLuis Ávila, Thomas Hammerschmidt, Yusra Shakeel, Sirieam Hunke, Angelika Gedsun, Mariano Forti, Hanna Tsybenko, Jürgen Olbricht, Rossella Aversa, Rainer Stotzka, Miroslaw Chmielowski‚ Tilmann Hickel, Birgit SkrotzkiWhat are reference data? (our current view)§ Reference data represent specific materials (engineering alloys) regarding composition, processing and characterization § Reference datasets must fulfill high quality standards, not only in measurement precision but also in comprehensive documentation of material, data processing and testing history (metadata), and§ They provide a metadata template that is suitable also for non-reference dataWhat are „creep“ and „Ni-Base Superalloys“?§ Creep: a time dependent deformation of materials under an applied constant load§ Ni-base Superalloys: metallic materials subjected to creep due to high operation temperatures, e.g., in turbinesPossible usages of reference data (our current view)§ Calibration/verification of measurement devices, procedures or algorithms§ Comparison of data for interpretation of individual measurement results§ Input for Machine Learning-based data analytics and for computational materials science (digital twin)§ Best practice examples for measurement and documentation proceduresContents (MSE perspective)“Fit for purpose” [1]Requires identification of criteria for reference data in a community process (reference material / equipment / procedures / results / required documentation) Shape (RDM perspective) “Fit for use” [1]Provides exemplary data sets employing the FAIR DO concept that conform to the FAIR principles and are agnostic to the digital infrastructureDimensions of a reference dataset (our current view)Reference[1] Ariza, Angela et al., Datennachnutzung in der Praxis; DOI: 10.5281/zenodo.7568266 We look forward to your feedback on ref. data definitions and use - please follow the QR code or visit our booth!Extract from creep data structure including ranking  

Framework for Curation and Distribution of Reference Datasets Example: Creep Data of Ni-Base Superalloys

https://publikationen.bibliothek.kit.edu/1000160853/151055474

Framework for Curation and Distribution of Reference Datasets Example: Creep Data of Ni-Base Superalloys

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