---
res:
  bibo_abstract:
  - <jats:p>A common challenge of punch-bending is the control and compensation of
    process deviations which are induced, e.g., by different material batches. The
    resulting deviations are currently countered iteratively using expert knowledge
    in the design phase as well as during the production process. However, this is
    not always successful due to the complex interactions between semi-finished product
    properties and forming tools. To automate the optimization of tool geometries
    and process adjustments, an accurate prediction model of correlations between
    process/tool parameters and product properties is necessary. In that regard, an
    application programming interface (API) aligned with the Asset Administration
    Shell (AAS) specification is developed utilizing a hybrid data-driven approach.
    It enables the transformation of various data formats e.g., from sensor and simulation
    data into a machine-readable structure. The API is linked to a digital twin and
    a database, to automatically gather requested information and provide the new
    structured data to a machine learning (ML) model. To validate the developed method,
    hybrid punch-bending data is automatically transferred to an ML model which then
    returns tool geometry suggestions for a defined product geometry.</jats:p>@eng
  bibo_authorlist:
  - foaf_Person:
      foaf_givenName: Henning
      foaf_name: Peters, Henning
      foaf_surname: Peters
  - foaf_Person:
      foaf_givenName: Andreas
      foaf_name: Mazur, Andreas
      foaf_surname: Mazur
  - foaf_Person:
      foaf_givenName: Brijesh
      foaf_name: Chaudhary, Brijesh
      foaf_surname: Chaudhary
  - foaf_Person:
      foaf_givenName: Lukas
      foaf_name: Kersting, Lukas
      foaf_surname: Kersting
  - foaf_Person:
      foaf_givenName: Ansgar
      foaf_name: Trächtler, Ansgar
      foaf_surname: Trächtler
      foaf_workInfoHomepage: http://www.librecat.org/personId=552
  - foaf_Person:
      foaf_givenName: Barbara
      foaf_name: Hammer, Barbara
      foaf_surname: Hammer
  bibo_doi: 10.4028/p-yfy9oq
  bibo_volume: 1049
  dct_date: 2026^xs_gYear
  dct_isPartOf:
  - http://id.crossref.org/issn/1662-9795
  dct_language: eng
  dct_publisher: Trans Tech Publications, Ltd.@
  dct_title: Method of an Automated Tool Design of Punch-Bending Processes Using the
    Asset Administration Shell@
...