Title :
Multiple sensors and Artificial Neural Networks in a cognitive technical system for laser welding
Author :
Wersborg, Ingo Stork genannt ; Schorp, Konstantin ; Bautze, Thibault ; Diepold, Klaus
Author_Institution :
Inst. of Data Process. & CoTeSys, Tech. Univ. Munchen, Munich, Germany
Abstract :
When processing materials with laser beams, strong radiations and emissions occur, requiring a robust but accurate sensor system. Therefore, multiple sensors, such as an intelligently focusing camera, acoustic sensors and photodiodes, are integrated into a cognitive technical system using Artificial Neural Networks and other techniques for learning how to monitor and control the processing systems.
Keywords :
CMOS image sensors; acoustic transducers; cognitive systems; intelligent sensors; laser beam welding; learning (artificial intelligence); neural nets; photodiodes; process monitoring; production engineering computing; acoustic sensors; artificial neural networks; cognitive technical system; intelligently focusing camera; laser welding; machine learning; multiple sensors; photodiodes; Acoustic beams; Acoustic sensors; Artificial intelligence; Artificial neural networks; Intelligent sensors; Laser beams; Optical materials; Robustness; Sensor systems; Welding;
Conference_Titel :
Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2009 5th International Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4244-3517-3
Electronic_ISBN :
978-1-4244-3518-0
DOI :
10.1109/ISSNIP.2009.5416755
