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February 29, 2024
Journal Article
Title

New automation solution for brownfield production - Cognitive robots for the emulation of operator capabilities

Abstract
Short-term automation solutions for industrial companies have potential to compensate for volatile demand, employee turnover or shortages. Current solutions are either not available at short notice or economically unviable, as integration in existing control systems and machine tools would be necessary. The paper proposes a cognitive robotic system that circumvents this problem by emulating the behaviour of operators through automated, cognitive skills. The approach uses a perception system, handling and skill modules and a skill-based control to automate in an industrial brownfield use case without additional interfaces to the existing control systems to reduce integration effort to a minimum.
Author(s)
Abicht, Johannes  
Fraunhofer-Institut für Werkzeugmaschinen und Umformtechnik IWU  
Hellmich, Arvid  
Fraunhofer-Institut für Werkzeugmaschinen und Umformtechnik IWU  
Wiese, Torben  
Fraunhofer-Institut für Werkzeugmaschinen und Umformtechnik IWU  
Harst, Simon
Fraunhofer-Institut für Werkzeugmaschinen und Umformtechnik IWU  
Ihlenfeldt, Steffen  
Fraunhofer-Institut für Werkzeugmaschinen und Umformtechnik IWU  
Journal
CIRP Journal of Manufacturing Science and Technology  
Open Access
File(s)
Pdf: Download (10.27 MB)
Rights
CC BY-NC-ND 4.0: Creative Commons Attribution-NonCommercial-NoDerivatives
DOI
10.1016/j.cirpj.2024.02.007
10.24406/publica-3060
Additional link
Full text
Language
English
Fraunhofer-Institut für Werkzeugmaschinen und Umformtechnik IWU  
Keyword(s)
  • Cognitive robotics

  • Handling

  • Skill-based control

  • Brownfield automation

  • Perception

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