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Published in: Advances in Manufacturing 1/2021

01-01-2021

Investigation into keyhole-weld pool dynamic behaviors based on HDR vision sensing of real-time K-TIG welding process through a steel/glass sandwich

Authors: Yan-Xin Cui, Yong-Hua Shi, Qiang Ning, Yun-Ke Chen, Bao-Ri Zhang

Published in: Advances in Manufacturing | Issue 1/2021

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Abstract

To obtain a deep insight into keyhole tungsten inert gas welding, it is necessary to observe the dynamic behavior of the weld pool and keyhole. In this study, based on the steel/glass sandwich and high dynamic range camera, a vision system is developed and the keyhole-weld pool profiles are captured during the real-time welding process. Then, to analyze the dynamic behavior of the weld pool and keyhole, an image processing algorithm is proposed to extract the compression depth of the weld pool and the geometric parameters of the keyhole from the captured images. After considering the variations of these parameters over time, it was found that the front and rear lengths of the keyhole were dynamically adjusted internally and had opposite trends according to the real-time welding status while the length of the keyhole was in a quasi-steady state. The proposed vision-based observation method lays a solid foundation for studying the weld forming process and improving keyhole tungsten inert gas welding.

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Literature
1.
go back to reference Cui YX, Shi YH, Hong XB (2019) Analysis of the frequency features of arc voltage and its application to the recognition of welding penetration in K-TIG welding. J Manuf Process 46:225–233CrossRef Cui YX, Shi YH, Hong XB (2019) Analysis of the frequency features of arc voltage and its application to the recognition of welding penetration in K-TIG welding. J Manuf Process 46:225–233CrossRef
2.
go back to reference Brian Laurence Jarvis (2001) Keyhole gas tungsten arc welding: a new process variant. Dissertation, University of Wollongong Brian Laurence Jarvis (2001) Keyhole gas tungsten arc welding: a new process variant. Dissertation, University of Wollongong
3.
go back to reference Liu ZM, Fang YX, Cui SL et al (2017) Keyhole thermal behavior in GTAW welding process. Int J Therm Sci 114:352–362CrossRef Liu ZM, Fang YX, Cui SL et al (2017) Keyhole thermal behavior in GTAW welding process. Int J Therm Sci 114:352–362CrossRef
4.
go back to reference Liu ZM, Chen SY, Liu S et al (2018) Keyhole dynamic thermal behaviour in K-TIG welding process. Int J Heat Mass Transf 123:54–66CrossRef Liu ZM, Chen SY, Liu S et al (2018) Keyhole dynamic thermal behaviour in K-TIG welding process. Int J Heat Mass Transf 123:54–66CrossRef
5.
go back to reference Cui YX, Shi YH, Zhu T et al (2020) Welding penetration recognition based on arc sound and electrical signals in K-TIG welding. Measurement 163:107966CrossRef Cui YX, Shi YH, Zhu T et al (2020) Welding penetration recognition based on arc sound and electrical signals in K-TIG welding. Measurement 163:107966CrossRef
6.
go back to reference Shi YH, Cui SW, Zhu T et al (2018) Microstructure and intergranular corrosion behavior of HAZ in DP-TIG welded DSS joints. J Mater Process Technol 256:254–261CrossRef Shi YH, Cui SW, Zhu T et al (2018) Microstructure and intergranular corrosion behavior of HAZ in DP-TIG welded DSS joints. J Mater Process Technol 256:254–261CrossRef
7.
go back to reference Zhu T, Shi YH, Cui SW et al (2019) Recognition of weld penetration during KTIG welding based on acoustic and visual sensing. Sens Imaging 20(1):1–21CrossRef Zhu T, Shi YH, Cui SW et al (2019) Recognition of weld penetration during KTIG welding based on acoustic and visual sensing. Sens Imaging 20(1):1–21CrossRef
8.
go back to reference Cui SW, Shi YH, Sun K et al (2018) Microstructure evolution and mechanical properties of keyhole deep penetration TIG welds of S32101 duplex stainless steel. Mater Sci Eng A 709:214–222CrossRef Cui SW, Shi YH, Sun K et al (2018) Microstructure evolution and mechanical properties of keyhole deep penetration TIG welds of S32101 duplex stainless steel. Mater Sci Eng A 709:214–222CrossRef
9.
go back to reference Cui SW, Shi YH, Zhu T et al (2019) Microstructure, texture, and mechanical properties of Ti-6Al-4V joints by K-TIG welding. J Manuf Process 37:418–424CrossRef Cui SW, Shi YH, Zhu T et al (2019) Microstructure, texture, and mechanical properties of Ti-6Al-4V joints by K-TIG welding. J Manuf Process 37:418–424CrossRef
10.
go back to reference Liu ZM, Wu CS, Gao JQ (2013) Vision-based observation of keyhole geometry in plasma arc welding. Int J Therm Sci 63:38–45CrossRef Liu ZM, Wu CS, Gao JQ (2013) Vision-based observation of keyhole geometry in plasma arc welding. Int J Therm Sci 63:38–45CrossRef
11.
go back to reference Liu ZM, Wu CS, Chen MA (2012) Visualizing the influence of the process parameters on the keyhole dimensions in plasma arc welding. Meas Sci Technol 23(10):105603CrossRef Liu ZM, Wu CS, Chen MA (2012) Visualizing the influence of the process parameters on the keyhole dimensions in plasma arc welding. Meas Sci Technol 23(10):105603CrossRef
12.
go back to reference Liu ZM, Wu CS, Chen MA (2014) Experimental sensing of the keyhole exit deviation from the torch axis in plasma arc welding. Int J Adv Manuf Technol 71(5/8):1209–1219CrossRef Liu ZM, Wu CS, Chen MA (2014) Experimental sensing of the keyhole exit deviation from the torch axis in plasma arc welding. Int J Adv Manuf Technol 71(5/8):1209–1219CrossRef
13.
go back to reference Cui SL, Liu ZM, Fang YX et al (2017) Keyhole process in K-TIG welding on 4 mm thick 304 stainless. J Mater Process Technol 243:217–228CrossRef Cui SL, Liu ZM, Fang YX et al (2017) Keyhole process in K-TIG welding on 4 mm thick 304 stainless. J Mater Process Technol 243:217–228CrossRef
14.
go back to reference Feng YQ, Luo Z, Liu ZM et al (2015) Keyhole gas tungsten arc welding of AISI 316L stainless steel. Mater Des 85:24–31CrossRef Feng YQ, Luo Z, Liu ZM et al (2015) Keyhole gas tungsten arc welding of AISI 316L stainless steel. Mater Des 85:24–31CrossRef
15.
go back to reference Liu ZM, Fang YX, Cui SL et al (2017) Sustaining the open keyhole in slow-falling current edge during K-TIG process: principle and parameters. Int J Heat Mass Transf 112:255–266CrossRef Liu ZM, Fang YX, Cui SL et al (2017) Sustaining the open keyhole in slow-falling current edge during K-TIG process: principle and parameters. Int J Heat Mass Transf 112:255–266CrossRef
16.
go back to reference Liu ZM, Fang YX, Qiu JY et al (2017) Stabilization of weld pool through jet flow argon gas backing in CMn steel keyhole TIG welding. J Mater Process Technol 250:132–143CrossRef Liu ZM, Fang YX, Qiu JY et al (2017) Stabilization of weld pool through jet flow argon gas backing in CMn steel keyhole TIG welding. J Mater Process Technol 250:132–143CrossRef
17.
go back to reference Liu S, Liu ZM, Zhao XC et al (2020) Influence of cusp magnetic field configuration on K-TIG welding arc penetration behavior. J Manuf Process 53:229–237CrossRef Liu S, Liu ZM, Zhao XC et al (2020) Influence of cusp magnetic field configuration on K-TIG welding arc penetration behavior. J Manuf Process 53:229–237CrossRef
18.
go back to reference Liu ZM, Chen SY, Yuan X et al (2018) Magnetic-enhanced keyhole TIG welding process. Int J Adv Manuf Technol 99(1/4):275–285CrossRef Liu ZM, Chen SY, Yuan X et al (2018) Magnetic-enhanced keyhole TIG welding process. Int J Adv Manuf Technol 99(1/4):275–285CrossRef
19.
go back to reference Fei ZY, Pan ZX, Cuiuri D et al (2018) Investigation into the viability of K-TIG for joining armour grade quenched and tempered steel. J Manuf Process 32:482–493CrossRef Fei ZY, Pan ZX, Cuiuri D et al (2018) Investigation into the viability of K-TIG for joining armour grade quenched and tempered steel. J Manuf Process 32:482–493CrossRef
20.
go back to reference Fei ZY, Pan ZX, Cuiuri D et al (2019) Improving the weld microstructure and material properties of K-TIG welded armour steel joint using filler material. Int J Adv Manuf Technol 100(5/8):1931–1944CrossRef Fei ZY, Pan ZX, Cuiuri D et al (2019) Improving the weld microstructure and material properties of K-TIG welded armour steel joint using filler material. Int J Adv Manuf Technol 100(5/8):1931–1944CrossRef
21.
go back to reference Fei ZY, Pan ZX, Cuiuri D et al (2019) Microstructural characterization and mechanical properties of K-TIG welded SAF2205/AISI316L dissimilar joint. J Manuf Process 45:340–355CrossRef Fei ZY, Pan ZX, Cuiuri D et al (2019) Microstructural characterization and mechanical properties of K-TIG welded SAF2205/AISI316L dissimilar joint. J Manuf Process 45:340–355CrossRef
22.
go back to reference Fei ZY, Pan ZX, Cuiuri D et al (2019) Effect of heat input on weld formation and tensile properties in keyhole mode TIG welding process. Metals 9(12):1327CrossRef Fei ZY, Pan ZX, Cuiuri D et al (2019) Effect of heat input on weld formation and tensile properties in keyhole mode TIG welding process. Metals 9(12):1327CrossRef
23.
go back to reference Xia CY, Pan ZX, Fei ZY et al (2020) Vision based defects detection for keyhole TIG welding using deep learning with visual explanation. J Manuf Process 56:845–855CrossRef Xia CY, Pan ZX, Fei ZY et al (2020) Vision based defects detection for keyhole TIG welding using deep learning with visual explanation. J Manuf Process 56:845–855CrossRef
24.
go back to reference Gu SY, Shi YH (2017) Image processing and weld deviation recognition of robotic deep penetration TIG welding. In: The 7th annual IEEE international conference on cyber technology in automation, control and intelligent systems, Hawaii, USA Gu SY, Shi YH (2017) Image processing and weld deviation recognition of robotic deep penetration TIG welding. In: The 7th annual IEEE international conference on cyber technology in automation, control and intelligent systems, Hawaii, USA
25.
go back to reference Zhang BR, Shi YH, Gu SY (2019) Narrow-seam identification and deviation detection in keyhole deep-penetration TIG welding. Int J Adv Manuf Technol 101(5/8):2051–2064CrossRef Zhang BR, Shi YH, Gu SY (2019) Narrow-seam identification and deviation detection in keyhole deep-penetration TIG welding. Int J Adv Manuf Technol 101(5/8):2051–2064CrossRef
26.
go back to reference Semak VV, Hopkins JA, McCay MH et al (1994) Dynamics of penetration depth during laser welding. In: International congress on applications of lasers & electro-optics, pp 830–837, Orlando, Florida, USA Semak VV, Hopkins JA, McCay MH et al (1994) Dynamics of penetration depth during laser welding. In: International congress on applications of lasers & electro-optics, pp 830–837, Orlando, Florida, USA
27.
go back to reference Zhang MJ, Chen GY, Zhou Y et al (2013) Observation of spatter formation mechanisms in high-power fiber laser welding of thick plate. Appl Surf Sci 280:868–875CrossRef Zhang MJ, Chen GY, Zhou Y et al (2013) Observation of spatter formation mechanisms in high-power fiber laser welding of thick plate. Appl Surf Sci 280:868–875CrossRef
28.
go back to reference Li S, Chen G, Zhang M et al (2014) Dynamic keyhole profile during high-power deep penetration laser welding. J Mater Process Technol 214(3):565–570CrossRef Li S, Chen G, Zhang M et al (2014) Dynamic keyhole profile during high-power deep penetration laser welding. J Mater Process Technol 214(3):565–570CrossRef
29.
go back to reference Xu JJ, Rong YM, Huang Y et al (2018) Keyhole-induced porosity formation during laser welding. J Mater Process Technol 252:720–727CrossRef Xu JJ, Rong YM, Huang Y et al (2018) Keyhole-induced porosity formation during laser welding. J Mater Process Technol 252:720–727CrossRef
30.
go back to reference Wu DS, Hua XM, Huang LJ et al (2019) Observation of the keyhole behavior, spatter, and keyhole-induced bubble formation in laser welding of a steel/glass sandwich. Weld World 63(3):815–823CrossRef Wu DS, Hua XM, Huang LJ et al (2019) Observation of the keyhole behavior, spatter, and keyhole-induced bubble formation in laser welding of a steel/glass sandwich. Weld World 63(3):815–823CrossRef
Metadata
Title
Investigation into keyhole-weld pool dynamic behaviors based on HDR vision sensing of real-time K-TIG welding process through a steel/glass sandwich
Authors
Yan-Xin Cui
Yong-Hua Shi
Qiang Ning
Yun-Ke Chen
Bao-Ri Zhang
Publication date
01-01-2021
Publisher
Shanghai University
Published in
Advances in Manufacturing / Issue 1/2021
Print ISSN: 2095-3127
Electronic ISSN: 2195-3597
DOI
https://doi.org/10.1007/s40436-020-00335-w

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