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2017
Book Article
Titel

Self-optimizing production technologies

Abstract
Customer demands have become more individual and complex, requiring a highly flexible production. In high-wage countries, efficient and robust manufacturing processes are vital to ensure global competitiveness. One approach to solve the conflict between individualized products and high automation is Model-based Self-optimization (MBSO). It uses surrogate models to combine process measures and expert knowledge, enabling the technical system to determine its current operating point and thus optimize it accordingly. The objective is an autonomous and reliable process at its productivity limit. The MBSO concept is implemented in eight demonstrators of different production technologies such as metal cutting, plastics processing, textile processing and inspection. They all have a different focus according to their specific production process, but share in common the use of models for optimization. Different approaches to generate suitable models are developed. With respect to implementation of MBSO, the challenge is the broad range of technologies, materials, scales and optimization variables. The results encourage further examination regarding industry applications.
Author(s)
Klocke, Fritz
WZL der RWTH Aachen
Abel, Dirk
Gries, Thomas
Hopmann, Christian
Loosen, Peter
Poprawe, Reinhart
Reisgen, Uwe
Schmitt, Robert
WZL der RWTH Aachen
Schulz, Wolfgang
Abels, Peter
Adams, Oliver
WZL der RWTH Aachen
Auerbach, Thomas
WZL der RWTH Aachen
Buchholz, Guido
Döbbeler, Benjamin
Frank, Daniel
WZl der RWTH Aachen
Heinisch, Julian
Hermanns, Torsten
Gloy, Yves-Simon
Keitzel, Gunnar
WZL der RWTH Aachen
Kemper, Maximilian
Martel, Diana Suarez
Reimer, Viktor
Reiter, Matthias
Saggiomo, Marco
Schwenzer, Max
WZL der RWTH Aachen
Stemmler, Sebastian
Stoyanov, Stoyan
Thombansen, Ulrich
Veselovac, Drazen
WZL der RWTH Aachen
Willms, Konrad
Hauptwerk
Integrative Production Technology. Theory and Applications
Thumbnail Image
DOI
10.1007/978-3-319-47452-6_9
Language
English
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Fraunhofer-Institut für Lasertechnik ILT
Fraunhofer-Institut für Produktionstechnologie IPT
Tags
  • automation

  • Fertigungstechnik

  • FEM

  • flexibles Fertigungssystem

  • Fräsen

  • machining

  • Messtechnik

  • Modellierung

  • Optimierung

  • Produktion

  • Produktionstechnik

  • Prozessoptimierung

  • Prozessüberwachung

  • Roboter

  • Simulation

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