Softsensors: key component of property control in forming technology

Research output: Contribution to journalResearch articleContributedpeer-review

Contributors

  • W. Homberg - , Paderborn University (Author)
  • Bahman Arian - , Paderborn University (Author)
  • Viktor Arne - , Technische Universität Darmstadt (Author)
  • T. Borgert - , Paderborn University (Author)
  • Alexander Brosius - , Chair of Forming and Machining Technology (Author)
  • Peter Groche - , Technische Universität Darmstadt (Author)
  • Christoph Hartmann - , Technical University of Munich (Author)
  • Lukas Kersting - , Fraunhofer Institute for Mechatronic Systems Design (Author)
  • Robert Laue - , Chemnitz University of Technology (Author)
  • Juri Martschin - , Dortmund University of Technology (Author)
  • T Meurer - , Karlsruhe Institute of Technology (Author)
  • Daniel Spies - , Technische Universität Darmstadt (Author)
  • Erman Tekkaya - , Dortmund University of Technology (Author)
  • Ansgar Trächtler - , Paderborn University, Fraunhofer Institute for Mechatronic Systems Design (Author)
  • Wolfram Volk - , Technical University of Munich (Author)
  • Frank Wendler - , Chemnitz University of Technology (Author)
  • Malte Wrobel - , Karlsruhe Institute of Technology (Author)

Abstract

The constantly increasing challenges of production technology for the economic and resource-saving production of metallic workpieces require, among other things, the optimisation of existing processes. Forming technology, which is confronted with new challenges regarding the quality of the workpieces, must also organise the individual processes more efficiently and at the same time more reliably in order to be able to guarantee good workpiece quality and at the same time to be able to produce economically. One way to meet these challenges is to carry out the forming processes in closed-loop control systems using softsensors. Despite the many potential applications of softsensors in the field of forming technology, there is still no definition of the term softsensor. This publication therefore proposes a definition of the softsensor based on the definition of a sensor and the distinction from the observer, which on the one hand is intended to stimulate scientific discourse and on the other hand is also intended to form the basis for further scientific work. Based on this definition, a wide variety of highly topical application examples of various softsensors in the field of forming technology are given.

Details

Original languageEnglish
Pages (from-to)603–614
Number of pages12
JournalProduction Engineering
Volume18
Issue number3-4
Publication statusPublished - Jun 2024
Peer-reviewedYes

External IDs

Mendeley 32d2e859-e9e2-3923-a883-d628593c89c9
Scopus 85174019817

Keywords