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
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