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Soft sensor approach based on magnetic Barkhausen noise by means of the forming process punch-hole-rolling

Mühl, F.; Knoll, M.; Khabou, M.; Dietrich, S. ORCID iD icon; Groche, P.; Schulze, V.

Abstract:

The relevance of the magnetic Barkhausen noise (MBN) and the non-destructive characterization of material properties in near surface layers, has increased in recent years.With the development of new signal processing techniques, the method was further developed into a powerful evaluation technique and is used in various areas of online and offline measurement. In addition to the established use in the detection of grinding burn, the method is increasingly used in the context of soft sensors for property controlled processes, due to its short analysis times. By a detailed description of a soft sensor concept for the novel forming process punch-hole-rolling this work focuses on the offline characterization of the process specific cause-effect relationships. This is done by analyzing the process interactions as well as the surface layer state by a metallographic investigation. Additionally a non-destructive characterization by means of MBN was done and correlated with the surface layer state. This provides important findings for the use of a MBN-sensor in a soft sensor concept and the potential integration into the forming process.


Verlagsausgabe §
DOI: 10.5445/IR/1000136272
Veröffentlicht am 10.08.2021
Originalveröffentlichung
DOI: 10.1016/j.aime.2021.100039
Dimensions
Zitationen: 1
Cover der Publikation
Zugehörige Institution(en) am KIT Karlsruhe Nano Micro Facility (KNMF)
Institut für Angewandte Materialien – Werkstoffkunde (IAM-WK)
Publikationstyp Zeitschriftenaufsatz
Publikationsmonat/-jahr 05.2021
Sprache Englisch
Identifikator ISSN: 2666-9129
KITopen-ID: 1000136272
HGF-Programm 43.35.03 (POF IV, LK 01) Structural and Functional Behavior of Solid State Systems
Erschienen in Advances in industrial and manufacturing engineering
Verlag Elsevier B.V.
Band 2
Seiten Art.-Nr. 100039
Vorab online veröffentlicht am 10.04.2021
Schlagwörter KNMF Proposal ID 2020-024 029393 FIB
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