Skip to main content
Erschienen in: The International Journal of Advanced Manufacturing Technology 3/2005

01.08.2005 | Original Article

Obtaining weld pool vision information during aluminium alloy TIG welding

verfasst von: J. J. Wang, T. Lin, S. B. Chen

Erschienen in: The International Journal of Advanced Manufacturing Technology | Ausgabe 3/2005

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

An image sensing system for the TIG (tungsten inert-gas arc) welding process of aluminium alloy was established. The relationships between the image sensing system and the characteristic of welding current were discussed in detail. Front and back images of the weld pool were obtained with different welding parameters. In order to process the image, the characteristics of an aluminium alloy were analysed. Image processing and pattern recognition were first used to obtain information from the TIG welding process for aluminium alloy. The image of the weld pool was pre-processed using a series of methods: a weighted median filter, a statistical threshold by expectation and the projection method. A neural network method was used to extract the edge of the images of the weld pool. The result of detecting the edge with a BP neural network were excellent. The symmetry of the weld pool for aluminium alloy was studied when the welding current is large. The edge of the image of the whole weld pool is obtained in a single side image and an accurate method for measuring the weld pool geometry parameter is provided. Experiments show that using the image sensing to control the TIG weld width for aluminium alloy is an effective method.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Graham GM, Ume IC (1997) Automated system for laser ultrasonic sensing of weld penetration. J Mat Proc Technol 7(8):711–721CrossRef Graham GM, Ume IC (1997) Automated system for laser ultrasonic sensing of weld penetration. J Mat Proc Technol 7(8):711–721CrossRef
2.
Zurück zum Zitat Hardt DE, Katz JW (1984) Ultrasonic measurement of weld penetration. Welding J 63(9):273–281 Hardt DE, Katz JW (1984) Ultrasonic measurement of weld penetration. Welding J 63(9):273–281
3.
Zurück zum Zitat Wikle HC III, Kottilingam S, Zee RH, Chin BA (2001) Infrared sensing techniques for penetration depth control of the submerged arc welding process J Mat Proc Technol 113:228–233CrossRef Wikle HC III, Kottilingam S, Zee RH, Chin BA (2001) Infrared sensing techniques for penetration depth control of the submerged arc welding process J Mat Proc Technol 113:228–233CrossRef
4.
Zurück zum Zitat Chen W, Chin BA (1990) Monitoring joint penetration using infrared sensing techniques. Welding J 69(4):181–185 Chen W, Chin BA (1990) Monitoring joint penetration using infrared sensing techniques. Welding J 69(4):181–185
5.
Zurück zum Zitat Beardsley H, Zhang YM (1994) Infrared sensing of welding parameters for weld penetration control. Int J Mach Tool Manuf 34(8):1079–1090CrossRef Beardsley H, Zhang YM (1994) Infrared sensing of welding parameters for weld penetration control. Int J Mach Tool Manuf 34(8):1079–1090CrossRef
6.
Zurück zum Zitat Duley WW, Mao YL (1994) Effect of surface condition on acoustic emission during welding of aluminum with CO2 laser radiation. J Phys 27(3):1379–1383CrossRef Duley WW, Mao YL (1994) Effect of surface condition on acoustic emission during welding of aluminum with CO2 laser radiation. J Phys 27(3):1379–1383CrossRef
7.
Zurück zum Zitat Zhang YM, Li L, Kovacevic R (1995) Monitoring of weld pool appearance for penetration control. In: Proceedings of the 4th International Conference on Trends in Welding Research, Gatlinburg, Tennessee, USA, pp. 5–8 June 1995 Zhang YM, Li L, Kovacevic R (1995) Monitoring of weld pool appearance for penetration control. In: Proceedings of the 4th International Conference on Trends in Welding Research, Gatlinburg, Tennessee, USA, pp. 5–8 June 1995
8.
Zurück zum Zitat Kovacevic R, Zhang YM (1997) Real-time processing for monitoring of free weld pool surface. J Manuf Sci Eng, Transactions of the ASME 119(5):161-169 Kovacevic R, Zhang YM (1997) Real-time processing for monitoring of free weld pool surface. J Manuf Sci Eng, Transactions of the ASME 119(5):161-169
9.
Zurück zum Zitat Chen SB, Zhao DB, Wu L, Lou YJ (2000) Intelligent methodology for sensing, modeling and control of pulsed GEAW part2-butt joint welding. Welding J 79(6):164–173 Chen SB, Zhao DB, Wu L, Lou YJ (2000) Intelligent methodology for sensing, modeling and control of pulsed GEAW part2-butt joint welding. Welding J 79(6):164–173
10.
Zurück zum Zitat Chen SB, Lou YJ, Wu L, Zhao DB (2000) Intelligent methodology for sensing, modeling and control of pulsed GEAW part1-butt joint welding. Welding J 79(6):164–173 Chen SB, Lou YJ, Wu L, Zhao DB (2000) Intelligent methodology for sensing, modeling and control of pulsed GEAW part1-butt joint welding. Welding J 79(6):164–173
11.
Zurück zum Zitat Acton ST, Mukherjee DP (2000) Area operators for edge detection. Pattern Recognition Letters 21:771–777CrossRef Acton ST, Mukherjee DP (2000) Area operators for edge detection. Pattern Recognition Letters 21:771–777CrossRef
12.
Zurück zum Zitat Goodchild JS, Fueten F (1998) Edge detection in petrographic images using the rotating polarizer stage. Comput Geosci 24(8):745–751CrossRef Goodchild JS, Fueten F (1998) Edge detection in petrographic images using the rotating polarizer stage. Comput Geosci 24(8):745–751CrossRef
13.
Zurück zum Zitat Marr D, Hidreth EC (1980) Theory of edge detection. Royal Soc London Ser pp.187–217, 1980 Marr D, Hidreth EC (1980) Theory of edge detection. Royal Soc London Ser pp.187–217, 1980
14.
Zurück zum Zitat Baxes GA (1994) Digital image processing: Principles and applications. Wiley, New York, 1994 Baxes GA (1994) Digital image processing: Principles and applications. Wiley, New York, 1994
15.
Zurück zum Zitat Etemad K, Chellappa R (1993) A neural network based edge detector. In: IEEE Int Conf Neural Netw 12(4):132–137 Etemad K, Chellappa R (1993) A neural network based edge detector. In: IEEE Int Conf Neural Netw 12(4):132–137
Metadaten
Titel
Obtaining weld pool vision information during aluminium alloy TIG welding
verfasst von
J. J. Wang
T. Lin
S. B. Chen
Publikationsdatum
01.08.2005
Verlag
Springer-Verlag
Erschienen in
The International Journal of Advanced Manufacturing Technology / Ausgabe 3/2005
Print ISSN: 0268-3768
Elektronische ISSN: 1433-3015
DOI
https://doi.org/10.1007/s00170-003-1548-7

Weitere Artikel der Ausgabe 3/2005

The International Journal of Advanced Manufacturing Technology 3/2005 Zur Ausgabe

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.