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2D monitoring in arc welding scenarios

Activity: Talk or presentation / LecturePresentation at a conference / workshop for industry or public institution

Description

The welding industry is exploring various computer-aided strategies to improve weld and part quality. Incorporating inline 2D visual data has proven beneficial for real-time monitoring and controlling of welding processes. This can include measuring the shape of the weld pool, the width and height of the weld seam, or analyzing the surface to detect defects. In wire-arc additive manufacturing this is even more important as the build process is challenging to control.
However, the quality of the images captured by the camera can be very challenging, especially when using cameras without active illumination. Experienced welding operators can derive meaningful information from welding visualizations, that are not easy to read for non-experts. Automated image analysis even of challenging images, should thus be able to deliver process feedback.
In this presentation, the state of the art in 2D vision monitoring in the welding industry will be presented including current AIT research in the area of WAAM and Gas Metal Arc Welding.
Period10 Oct 2024
Event titleScientific Vison Days im Rahmen der Vision Messe 2024
Event typeExhibition
LocationStuttgart, GermanyShow on map
Degree of RecognitionInternational

UN SDGs

This activity contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 8 - Decent Work and Economic Growth
    SDG 8 Decent Work and Economic Growth
  2. SDG 9 - Industry, Innovation, and Infrastructure
    SDG 9 Industry, Innovation, and Infrastructure
  3. SDG 12 - Responsible Consumption and Production
    SDG 12 Responsible Consumption and Production

Research Field

  • High-Performance Vision Systems
  • Complex Dynamical Systems

Keywords

  • 2D monitoring
  • melt pool segmentation
  • welding