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Micromagnetic Sensor Dataset for Non-Destructive Characterization of Residual Stress and Hardness in Hard-Turned 51CrV4 Steel

Description

This data set contains measurement data from a micromagnetic (MM) sensor that allows for non-destructive, in-process material characterization of the mechanical properties of ferromagnetic components. It contains the raw sensor signals and 82 features that were extracted from these signals as input variables and corresponding reference measurements of the residual stress and hardness as corresponding outputs. The data set contains two subsets: data set 1 (DS1) with 81 data points and data set 2 (DS2) with 60 data points.

Metadata

Authors
Dates
Updated: 2026-04-30Available since: 2026-06-09
Relations
Is based on: https://doi.org/10.1515/htm-2021-0023
DOI
https://doi.org/10.48662/daks-535
Faculty
FB15:Maschinenbau
Department
Mess- und Regelungstechnik (MRT)
Language
en
Data types
Dataset
Keywords
MicromagneticHard turningResidual Stress
DFG-subjects
4.41-02 - Messsysteme4.31-04 - Mechanische Eigenschaften von metallischen Werkstoffen und ihre mikrostrukturellen Ursachen
License
https://creativecommons.org/licenses/by/4.0/
URI
https://daks.uni-kassel.de/handle/123456789/748
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Files
Document
Type
Size
Readme.txt
Text
10.82 KB
DS1.h5
5.98 MB
DS2.h5
7.89 MB
Wittich, Felix; Kroll, Andreas; Krochmal, Marcel; Liehr, Alexander; Bolender, Artjom; Degener, Sebastian; Niendorf, Thomas. (2026). Micromagnetic Sensor Dataset for Non-Destructive Characterization of Residual Stress and Hardness in Hard-Turned 51CrV4 Steel. DaKS. https://doi.org/10.48662/daks-535

License

CC BY 4.0
Except where otherwised noted, this item's license is described as CC BY 4.0