Closed loop control of laser welding processes using cellular neural networkcameras: Measurement technology

Research output: Contribution to conferencesPaperContributedpeer-review

Contributors

  • Andreas Blug - , Fraunhofer Institute for Physical Measurement Techniques (Author)
  • Felix Abt - , Forschungsgesellschaft für Strahlwerkzeuge Mbh (FGSW) (Author)
  • Leonardo Nicolosi - , TUD Dresden University of Technology (Author)
  • D. Carl - , Fraunhofer Institute for Physical Measurement Techniques (Author)
  • F. Dausinger - , Dausinger and Giesen GmbH (Author)
  • Heinrich Höfler - , Fraunhofer Institute for Physical Measurement Techniques (Author)
  • R. Tetzlaff - , Chair of Fundamentals of Electrical Engineering (Author)
  • R. Weber - , University of Stuttgart (Author)

Abstract

Today, image processing using coaxial camera setups is used to monitor the quality of laser material processes such as laser welding, cutting or ablation. This article proposes a sensing system for the next step: Using image based quality features to form an instant feedback signal in order to maintain the process in the desired state. The key component of the system is a camera based on Cellular Neural Networks (CNN). This technology enables real time image processing which is necessary for a robust feature analysis in highly dynamic laser processes. It is used to control the laser power of a welding system by the contour of the full penetration hole. Compared to conventional systems, the frame rate for both, acquisition and evaluation rises from about 1 kHz to 14 kHz. This paper presents the measurement technology including algorithms and some welding results which demonstrate that the full penetration state is maintained even under rapidly changing process conditions such as steps in material thickness or variation of speed. An in-depth discussion on welding results is found in [1]. (Figure Presented).

Details

Original languageEnglish
Pages645-652
Number of pages8
Publication statusPublished - 2009
Peer-reviewedYes

Conference

Title28th International Congress on Applications of Lasers and Electro-Optics
Abbreviated titleICALEO 2009
Conference number28
Duration2 - 5 November 2009
CityOrlando
CountryUnited States of America

External IDs

ORCID /0000-0001-7436-0103/work/142240303