A Review of Machine Vision Applications in Aerospace Manufacturing Quality Inspection

被引:1
|
作者
Deng, Li [1 ]
Liu, Gang [1 ]
机构
[1] Shanghai Univ Engn Sci, Sch Mech & Automot Engn, Shanghai, Peoples R China
关键词
Machine vision; Aerospace manufacturing; Component surface inspection; Drilling quality inspection; Assembly quality inspection; Gluing quality inspection;
D O I
10.1109/ICCCR61138.2024.10585378
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Machine vision is a technology that uses image processing and analysis techniques to acquire and understand image information, enabling the recognition, measurement, and detection of objects. Machine vision is widely used in aerospace manufacturing for automated production, quality inspection, and robot guidance. It can improve the efficiency and quality of aerospace manufacturing, reduce labor costs and risks, promote innovation and optimization, adapt to various inspection needs, and realize intelligent, automated, and digital manufacturing processes. This paper introduces the types of vision technologies, overviews the typical applications of machine vision for quality inspection in aerospace manufacturing, (including component surface inspection, drilling quality inspection, assembly quality inspection, and gluing quality inspection), analyzes the advantages, challenges, and development trends of machine vision for quality inspection in aerospace manufacturing, and looks forward to future research directions to support further research and application.
引用
收藏
页码:31 / 39
页数:9
相关论文
共 50 条
  • [32] Machine vision: Color vision for inspection
    McConnell, R.K.
    Assembly, 2001, 44 (10):
  • [33] Colored rice quality inspection system using machine vision
    Chen, Shumian
    Xiong, Juntao
    Guo, Wentao
    Bu, Rongbin
    Zheng, Zhenhui
    Chen, Yunqi
    Yang, Zhengang
    Lin, Rui
    JOURNAL OF CEREAL SCIENCE, 2019, 88 : 87 - 95
  • [34] Machine vision based quality inspection of flat glass products
    Zauner, G.
    Schagerl, M.
    IMAGE PROCESSING: MACHINE VISION APPLICATIONS VII, 2014, 9024
  • [35] FOOD QUALITY INSPECTION AND SORTING USING MACHINE VISION, MACHINE LEARNING AND ROBOTICS
    Drogalis, Conor
    Zampino, Christopher
    Chauhan, Vedang
    PROCEEDINGS OF ASME 2023 INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, IMECE2023, VOL 3, 2023,
  • [36] Research on glass surface quality inspection based on machine vision
    Li, Xiaomian
    Shu, Yufeng
    AUSTRALIAN JOURNAL OF MECHANICAL ENGINEERING, 2018, 16 : 98 - 104
  • [37] A Machine Vision Development Framework for Product Appearance Quality Inspection
    Zhu, Qiuyu
    Zhang, Yunxiao
    Luan, Jianbing
    Hu, Liheng
    APPLIED SCIENCES-BASEL, 2022, 12 (22):
  • [38] Review of solder joint vision inspection for industrial applications
    Ong, Teng Yeow
    Tan, Koon Tatt
    Teoh, Ping Chow
    Haron, Mohamad Hushnie
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2025, 137 (7-8): : 3257 - 3272
  • [39] Review on applications of computer vision techniques for pipeline inspection
    Liu, Yiming
    Moghaddas, Seyed A.
    Shi, Shuomang
    Huang, Ying
    Kong, Jun
    Bao, Yi
    MEASUREMENT, 2025, 252
  • [40] Exploring the Applications of Machine Vision and Nondestructive Inspection Methods for Quality Control of Metal Implants in the Health Sector
    Sun M.
    Journal of Commercial Biotechnology, 2022, 27 (05) : 126 - 132