Skip to main content
Top

2020 | OriginalPaper | Chapter

Automated Vision System to Measure Weld Length of Hand Brake

Authors : M. Palaninatharaja, S. Julius Fusic, S. Karthikeyan, H. Ramesh

Published in: Advances in Lightweight Materials and Structures

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

To measure the quality of welding joints, various inspection methods like laser triangulation, X-ray diffraction, ultrasonic detection, and band-pass filters are practiced. Automated quality check methods provide increased quality production. In this research paper, to check the quality of welded joint on a handbrake lever and to make decision based on the acquired data, the part image is captured by a camera and it undergoes image processing methods in MATLAB. To highlight each weld boundary, region of interest is used. The highlighted regions are then processed by techniques such as segmentation, thresholding, dilation, erosion, and morphological masking. The following facts are observed that there is lack of clarity in the acquired image, improper threshold value set while segmenting the image, erroneous mode of shape masking, thereby generating gaps between pixels. Finally, the method holds good for this particular material with weld in particular coordinates. The presence and length of the welds present in the material are successfully obtained. This inspection system is restricted only for the weld length and weld presence of the handbrake lever application.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

Literature
1.
go back to reference Eriksson I (2008) Methods for automatic inspection of weld geometry. Dissertation, Trollhättan Eriksson I (2008) Methods for automatic inspection of weld geometry. Dissertation, Trollhättan
2.
go back to reference Chu HH, Wang ZY (2016) A vision-based system for post-welding quality measurement and defect detection. Int J Adv Manuf Technol 86: 3007 Chu HH, Wang ZY (2016) A vision-based system for post-welding quality measurement and defect detection. Int J Adv Manuf Technol 86: 3007
3.
go back to reference Tejeswar Rao K (2015) Welding inspection system under the supervision of Prof. B. B. V. L. Deepak published in National institute of technology, Rourkela Tejeswar Rao K (2015) Welding inspection system under the supervision of Prof. B. B. V. L. Deepak published in National institute of technology, Rourkela
4.
go back to reference Yang Q, Tang J, Ahuja N (2015) Efficient and robust specular highlight removal. IEEE Trans Pattern Anal Mach Intell 37(6): 1304–1311 Yang Q, Tang J, Ahuja N (2015) Efficient and robust specular highlight removal. IEEE Trans Pattern Anal Mach Intell 37(6): 1304–1311
5.
go back to reference Roland W (2014) Fleming, Visual perception of materials and their properties. Vision Res 94:62–75CrossRef Roland W (2014) Fleming, Visual perception of materials and their properties. Vision Res 94:62–75CrossRef
6.
go back to reference Xia W, Chen ECS, Pautler SE, Peters TM (2019) A global optimization method for specular highlight removal from a single image. IEEE Access 7:125976–125990CrossRef Xia W, Chen ECS, Pautler SE, Peters TM (2019) A global optimization method for specular highlight removal from a single image. IEEE Access 7:125976–125990CrossRef
7.
go back to reference Han Y, Fan J, Yang X (2019) A structured light vision sensor for on-line weld bead measurement and weld quality inspection. Int J Adv Manuf Technol Han Y, Fan J, Yang X (2019) A structured light vision sensor for on-line weld bead measurement and weld quality inspection. Int J Adv Manuf Technol
8.
go back to reference Hartl R (2019) Automated surface inspection of friction stir welds by means of structured light projection. In: IOP conference series: materials science and engineering, vol 480 Hartl R (2019) Automated surface inspection of friction stir welds by means of structured light projection. In: IOP conference series: materials science and engineering, vol 480
9.
go back to reference Shen J (2012) Application of image segmentation in inspection of welding: Practical research in MATLAB, Dissertation, University of Borås/School of Business and IT Shen J (2012) Application of image segmentation in inspection of welding: Practical research in MATLAB, Dissertation, University of Borås/School of Business and IT
10.
go back to reference Xia YJ, Su ZW, Lou M, Li YB, Carlson BE (2019) Online precision measurement of weld indentation in resistance spot welding using servo gun. IEEE Trans Instrument Measur 1–1 Xia YJ, Su ZW, Lou M, Li YB, Carlson BE (2019) Online precision measurement of weld indentation in resistance spot welding using servo gun. IEEE Trans Instrument Measur 1–1
Metadata
Title
Automated Vision System to Measure Weld Length of Hand Brake
Authors
M. Palaninatharaja
S. Julius Fusic
S. Karthikeyan
H. Ramesh
Copyright Year
2020
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-15-7827-4_17

Premium Partners