• English
  • Deutsch
  • Log In
    Password Login
    Research Outputs
    Fundings & Projects
    Researchers
    Institutes
    Statistics
Repository logo
Fraunhofer-Gesellschaft
  1. Home
  2. Fraunhofer-Gesellschaft
  3. Artikel
  4. Development of an Adaptive Simulation System
 
  • Details
  • Full
Options
1997
Journal Article
Title

Development of an Adaptive Simulation System

Abstract
The use of simulation technology as a tool for planning and control is of increasing significance in most fields or production. The main part of the expenditure concerning simulation analysis is the modeling of the considered production. Despite the use of modern building block-oriented modeling technology, this modeling can often not be done by the user, but only by external experts. This problem is exacerbated in the case of operation-accompanying simulation applications. Here, continuous maintenance of the simulation model that exceeds the phase of model building is necessary in order to take into account recent changes in real production. Against this backdrop, an adaptive simulation system is being developed by the Institute for Industrial Manufacturing and Management (IFF) at the University of Stuttgart. It independently adapts to real production processes and, in this way, supports the user in constructing and maintaining the model. In terms of information technology, the resear ch in the field of artificial intelligence, expecially in the subdomain of machine learning, is the basis for the realization of such adaptive systems.
Author(s)
Westkämper, E.
Pirron, J.
Schmidt, T.
Journal
Production Engineering. Research and development in Germany. Annals of the German Academic Society for Production Engineering  
Language
English
Fraunhofer-Institut für Produktionstechnik und Automatisierung IPA  
Keyword(s)
  • Fertigung

  • Lernen

  • machine learning

  • Produktionsmanagement

  • simulation

  • Werkzeugmaschine

  • Cookie settings
  • Imprint
  • Privacy policy
  • Api
  • Contact
© 2024