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Spatial error prediction method for precision machine tools considering the influence of repeatability error

delete2024-06-01
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PRE
AI
X
Xiangpeng Zhang
W
Wenjie Tian *
Y
Y. J. Sun
W
Weiguo Gao
Z
Zheng Guo
D
Dawei Zhang
DOI:10.1016/j.measurement.2024.114721delete
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摘要

摘要

En 中文
A spatial error prediction method for precision machine tools considering the influence of repeatability errors is proposed in this paper. Firstly, the reciprocal of the repeatability error is used to evaluate the measurement data confidence to distinguish the difference of useful information contained in the measurement data of different positions. Secondly, the proposed confidence index is used to weight the measured values of PDGEs at different positions, so that the data containing more useful information can play a full role in the error prediction, and the predicted error is substituted into the error model to predict the spatial error. Then, the computer simulation based on statistical analysis is designed, the PDGEs and spatial error prediction accuracy of the weighted algorithm are verified by simulation. Finally, a multi-instrument fusion spatial error measurement scheme is proposed, and the accuracy and reliability of the model are verified on a horizontal machining center prototype.
Keyword:
Spatial error prediction
Measurement data confidence
Weighted identification
Multi -instrument measurement fusion
Precision machine tool

期刊

Measurement 封面图
Measurement
IF:
5.6
论文数:
2.0W
被引数:
5.4W

机构

T
tianjin university
学者数:
8.0W
论文数: 5.8W
被引数: 88
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