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  4. A characterization of quality of sheared edge in fine blanking using edge-computing approach
 
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2018
Journal Article
Title

A characterization of quality of sheared edge in fine blanking using edge-computing approach

Abstract
In fine blanking the sheared edge's quality is of major importance. As the sheared edge needs to transmit process forces and precisely align parts, attributes like die rolls, tears and tear-offs need to be eliminated. Currently, these attributes are manually determined at the end of the process chain, which makes a complete correlation between influencing factors and the attributes hardly possible. If it would be possible to create a real-time evaluation of the attributes, not only unknown correlations would be found, also an instant process adaption could be made, optimizing the quality of the sheared edge. Therefore, this contribution focusses on the development of an edge computing approach.
Author(s)
Trauth, Daniel
WZL der RWTH Aachen
Stanke, Joachim
WZL der RWTH Aachen
Feuerhack, Andreas
WZL der RWTH Aachen
Bergs, Thomas  
Fraunhofer-Institut für Produktionstechnologie IPT  
Mattfeld, Patrick
WZL der RWTH Aachen
Klocke, Fritz
WZL der RWTH Aachen
Journal
Procedia manufacturing  
Conference
International Conference on Metal Forming 2018  
Open Access
DOI
10.1016/j.promfg.2018.07.280
Additional link
Full text
Language
English
Fraunhofer-Institut für Produktionstechnologie IPT  
Keyword(s)
  • fine blanking

  • sheared edges quality

  • image processing

  • edge computing

  • deep learning

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