A Survey of Process Monitoring Using Computer-Aided Inspection in Laser-Welded Blanks of Light Metals Based on the Digital Twins Concept

被引:19
作者
Aminzadeh, Ahmad [1 ]
Sattarpanah Karganroudi, Sasan [1 ,2 ]
Meiabadi, Mohammad Saleh [3 ]
Mohan, Dhanesh G. [4 ]
Ba, Kadiata [5 ]
机构
[1] Univ Quebec Rimouski, Dept Mathemat Informat & Genie, Rimouski, PQ G56 3A1, Canada
[2] Univ Quebec Trois Rivieres, Dept Mech Engn, Trois Rivieres, PQ G8Z 4M3, Canada
[3] Ecole Technol Super, Dept Mech Engn, 1100 Notre Dame West, Montreal, PQ H3C 1K3, Canada
[4] Shandong Univ, Inst Mat Joining, Jinan 250061, Peoples R China
[5] Univ Quebec Chicoutimi, Appl Sci Dept, 555 Boul Univ, Chicoutimi, PQ G7H 2B1, Canada
关键词
real-time monitoring; Computer-Aided Inspection (CAI); laser welded blanks (LWBs); digital twin (DT); Industry; 4.0; FIXTURELESS INSPECTION; NEURAL-NETWORK; REGISTRATION; ALLOY; STEEL;
D O I
10.3390/qubs6020019
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
The benefits of laser welding include higher production values, deeper penetration, higher welding speeds, adaptability, and higher power density. These characteristics make laser welding a superior process. Many industries are aware of the benefits of switching to lasers. For example, metal-joining is migrating to modern industrial laser technology due to improved yields, design flexibility, and energy efficiency. However, for an industrial process to be optimized for intelligent manufacturing in the era of Industry 4.0, it must be captured online using high-quality data. Laser welding of aluminum alloys presents a daunting challenge, mainly because aluminum is a less reliable material for welding than other commercial metals such as steel, primarily because of its physical properties: high thermal conductivity, high reflectivity, and low viscosity. The welding plates were fixed by a special welding fixture, to validate alignments and improve measurement accuracy, and a Computer-Aided Inspection (CAI) using 3D scanning was adopted. Certain literature has suggested real-time monitoring of intelligent techniques as a solution to the critical problems associated with aluminum laser welding. Real-time monitoring technologies are essential to improving welding efficiency and guaranteeing product quality. This paper critically reviews the research findings and advances for real-time monitoring of laser welding during the last 10 years. In the present work, a specific methodology originating from process monitoring using Computer-Aided Inspection in laser-welded blanks is reviewed as a candidate technology for a digital twin. Moreover, a novel digital model based on CAI and cloud manufacturing is proposed.
引用
收藏
页数:12
相关论文
共 51 条
  • [1] Statistical Analysis of Laser-Welded Blanks in Deep Drawing Process: Response Surface Modeling
    Aminzadeh, Ahmad
    Nasiri, Noushin
    Barka, Noureddine
    Parvizi, Ali
    Abrinia, Karen
    Moradi, Mahmoud
    Karganroudi, Sasan Sattarpanah
    [J]. JOURNAL OF MATERIALS ENGINEERING AND PERFORMANCE, 2022, 31 (03) : 2240 - 2256
  • [2] A real-time 3D scanning of aluminum 5052-H32 laser welded blanks; geometrical and welding characterization
    Aminzadeh, Ahmad
    Karganroudi, Sasan Sattarpanah
    Barka, Noureddine
    El Ouafi, Abderrazak
    [J]. MATERIALS LETTERS, 2021, 296
  • [3] Experimental and numerical investigation of forming defects and stress analysis in laser-welded blanks during deep drawing process
    Aminzadeh, Ahmad
    Karganroudi, Sasan Sattarpanah
    Barka, Noureddine
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 117 (3-4) : 1193 - 1207
  • [4] A novel approach of residual stress prediction in ST-14/ST-44 laser welded blanks; mechanical characterization and experimental validation
    Aminzadeh, Ahmad
    Karganroudi, Sasan Sattarpanah
    Barka, Noureddine
    [J]. MATERIALS LETTERS, 2021, 285
  • [5] Comparison between laser beam and gas tungsten arc tailored welded blanks via deep drawing
    Aminzadeh, Ahmad
    Parvizi, Ali
    Safdarian, Rasoul
    Rahmatabadi, Davood
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2021, 235 (04) : 673 - 688
  • [6] Multi-objective topology optimization of deep drawing dissimilar tailor laser welded blanks; experimental and finite element investigation
    Aminzadeh, Ahmad
    Parvizi, Ali
    Moradi, Mahmoud
    [J]. OPTICS AND LASER TECHNOLOGY, 2020, 125
  • [7] Improved Bi-Criterion flexible registration for fixtureless inspection of compliant parts
    Babanezhad, Kaveh
    Aidibe, Ali
    Foucault, Gilles
    Tahan, Antoine
    Bigeon, Jean
    [J]. PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY, 2020, 65 (116-129): : 116 - 129
  • [8] BESL PJ, 1992, P SOC PHOTO-OPT INS, V1611, P586, DOI 10.1117/12.57955
  • [9] Real time monitoring of laser beam welding keyhole depth by laser interferometry
    Blecher, J. J.
    Galbraith, C. M.
    Van Vlack, C.
    Palmer, T. A.
    Fraser, J. M.
    Webster, P. J. L.
    DebRoy, T.
    [J]. SCIENCE AND TECHNOLOGY OF WELDING AND JOINING, 2014, 19 (07) : 560 - 564
  • [10] Real-time monitoring of high-power disk laser welding based on support vector machine
    Chen, Juequan
    Wang, Teng
    Gao, Xiangdong
    Li, Wei
    [J]. COMPUTERS IN INDUSTRY, 2018, 94 : 75 - 81