Hole position quick modification method for automatic drilling and riveting system considering workpiece pose deviation.

Saved in:
Bibliographic Details
Title: Hole position quick modification method for automatic drilling and riveting system considering workpiece pose deviation.
Authors: Qi, Zhenchao1 (AUTHOR) qizhenchao2007@foxmail.com, Yan, Qiubai2 (AUTHOR) yanqiubai@163.com, Wang, Min1 (AUTHOR) wangm@nuaa.edu.cn, Chen, Wenliang1 (AUTHOR) cwlme@nuaa.edu.cn, Tian, Wei1 (AUTHOR) tw_nj@nuaa.edu.cn
Source: International Journal of Advanced Manufacturing Technology. Sep2019, Vol. 104 Issue 1-4, p1303-1310. 8p.
Subjects: Workpieces, Modifications, Lead time (Supply chain management), Statistical sampling, Quaternions
Abstract: Workpiece pose deviation is inevitable during automatic drilling and riveting in aircraft assembly, and it either leads to increased time cost or decreased position accuracy with the present methods. This study aims to propose a quick modification method to modify the coordinates of assembly holes based on online detection of the position of pre-assembly holes considering the effect of abnormal data caused by workpiece pose deviation. In the case of hole-making in the double curvature skin region of three pre-assembly holes, the space transformation matrix is determined using the unit quaternion method in accordance with the on-line detection of the hole position coordinates. In the case of more than three assembly holes with abnormal data, a new modification method using a random sampling consistency RANSAC algorithm is used to optimize the spatial transformation matrix and eliminate the abnormal data effectively. This method has been integrated into automatic drilling and riveting systems. Numerical simulation and experiment tests were conducted, and the result comparison showed that the method has obvious positive effect dealing with the abnormal data considering component pose deviation, which proves the effectiveness of the method. [ABSTRACT FROM AUTHOR]
Copyright of International Journal of Advanced Manufacturing Technology is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Database: Engineering Source
Description
Abstract:Workpiece pose deviation is inevitable during automatic drilling and riveting in aircraft assembly, and it either leads to increased time cost or decreased position accuracy with the present methods. This study aims to propose a quick modification method to modify the coordinates of assembly holes based on online detection of the position of pre-assembly holes considering the effect of abnormal data caused by workpiece pose deviation. In the case of hole-making in the double curvature skin region of three pre-assembly holes, the space transformation matrix is determined using the unit quaternion method in accordance with the on-line detection of the hole position coordinates. In the case of more than three assembly holes with abnormal data, a new modification method using a random sampling consistency RANSAC algorithm is used to optimize the spatial transformation matrix and eliminate the abnormal data effectively. This method has been integrated into automatic drilling and riveting systems. Numerical simulation and experiment tests were conducted, and the result comparison showed that the method has obvious positive effect dealing with the abnormal data considering component pose deviation, which proves the effectiveness of the method. [ABSTRACT FROM AUTHOR]
ISSN:02683768
DOI:10.1007/s00170-019-04146-7