中国航空学报(英文版)2024,Vol.37Issue(1) :472-486.DOI:10.1016/j.cja.2023.04.007

Accuracy evaluation for in-situ machining reference points binocular measurement based on credibility probability

Binchao YU Wei LIU Yanze ZHANG Dazhi MA Zhenyuan JIA Yi YUE Jiabo ZHANG
中国航空学报(英文版)2024,Vol.37Issue(1) :472-486.DOI:10.1016/j.cja.2023.04.007

Accuracy evaluation for in-situ machining reference points binocular measurement based on credibility probability

Binchao YU 1Wei LIU 1Yanze ZHANG 1Dazhi MA 1Zhenyuan JIA 1Yi YUE 2Jiabo ZHANG2
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作者信息

  • 1. Key Laboratory for Precision and Non-Traditional Machining Technology of the Ministry of Education,Dalian University of Technology,Dalian 116024,China
  • 2. Beijing Spacecrafts,China Academy of Space Technology,Beijing 100081,China
  • 折叠

Abstract

Passive binocular measurement systems are being increasingly utilized in the in-situ industries of automobiles,aviation,and aerospace,etc.due to their excellent qualities of accuracy,efficiency,and cost performance.Whereas the barrier of evaluating the accuracy of measured objects resulted from the unequal equivalent focal length and quantization of pixels,has limited their further development and application of high requirements for in-situ machining,e.g.,the mea-surement of machining reference points for the positioning of robotic drilling in aerospace manu-facturing.In this paper,an accuracy evaluation method is proposed to address the problem.Firstly,the unequal equivalent focal length is considered to improve the accuracy of 3D reconstruc-tion.Next,the credibility probability model is developed to calculate the probability of the observed error in the public view of the binocular measurement system and indicates the direction of improvement.Finally,the in-situ experiment is carried out to validate the method within the effec-tive public view range of 300 mm × 300 mm.The experiment results show that the RMSs of observed errors are superior to 0.035 mm,and the credibility probabilities are all higher than 0.91;the maximum 3D reconstruction accuracy improvement is 60.3%,with the error reduced from 0.078 mm to 0.031 mm.

Key words

Aerospace manufacturing/Binocular vision/Credibility probability/Pixel quantization/Unequal equivalent focal length

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基金项目

Key Technologies Research and Development Plan of China(2018YFA0703304)

National Science Fund for Distinguished Young Scholars,China(52125504)

Liaoning Revitalization Talents Program,China(XLYC1801008)

Liaoning Revitalization Talents Program,China(XLYC1807086)

出版年

2024
中国航空学报(英文版)
中国航空学会

中国航空学报(英文版)

CSTPCDEI
影响因子:0.847
ISSN:1000-9361
参考文献量4
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