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 efciently
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 feld of forming technology, there is still no
defnition of the term softsensor. This publication therefore proposes a defnition of the softsensor based on the defnition
of a sensor and the distinction from the observer, which on the one hand is intended to stimulate scientifc discourse and on
the other hand is also intended to form the basis for further scientifc work. Based on this defnition, a wide variety of highly
topical application examples of various softsensors in the feld of forming technology are given.

Details

Original languageEnglish
Pages (from-to)603–614
Number of pages12
JournalProduction Engineering
Volume18 (2024)
Issue number3-4
Publication statusPublished - 13 Oct 2023
Peer-reviewedYes

External IDs

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

Keywords