journal article·2011-09Open access

Real Time Closed Loop Control of Full Penetration Keyhole Welding with Cellular Neural Network Cameras

F. Abt

Abstract

Camera based in-process control for laser welding enables flexible image processing which allows the adaption of the system to different processes and quality features. A closed loop control system with a Cellular Neural Network Camera was implemented into a laser welding machine. The system is surveying the contour of the full penetration hole with a frame rate of over 10 kHz for both, acquisition and evaluation of area images. As a result the system reaches and holds the full penetration state automatically. This paper shows the latest experimental results including the extension to direction independent weldings.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: CCD and CMOS Imaging Sensors · Neural Networks and Applications · Advanced Memory and Neural Computing

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