Global Quantitative Sensitivity Analysis and Compensation of Geometric Errors of CNC Machine Tool

A quantitative analysis to identify the key geometric error elements and their coupling is the prerequisite and foundation for improving the precision of machine tools. The purpose of this paper is to identify key geometric error elements and compensate for geometric errors accordingly. The geometri...

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Main Authors: Shijie Guo, Dongsheng Zhang, Yang Xi
Format: Article
Language:English
Published: Hindawi Limited 2016-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2016/2834718
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spelling doaj-b1f54dfc5718403d991bd27d4fadb6982020-11-24T22:26:04ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472016-01-01201610.1155/2016/28347182834718Global Quantitative Sensitivity Analysis and Compensation of Geometric Errors of CNC Machine ToolShijie Guo0Dongsheng Zhang1Yang Xi2School of Mechanical Engineering, State Key Laboratory for Manufacturing Systems Engineering, Xi’an Jiaotong University, Xi’an 710049, ChinaSchool of Mechanical Engineering, State Key Laboratory for Manufacturing Systems Engineering, Xi’an Jiaotong University, Xi’an 710049, ChinaSchool of Mechanical Engineering, State Key Laboratory for Manufacturing Systems Engineering, Xi’an Jiaotong University, Xi’an 710049, ChinaA quantitative analysis to identify the key geometric error elements and their coupling is the prerequisite and foundation for improving the precision of machine tools. The purpose of this paper is to identify key geometric error elements and compensate for geometric errors accordingly. The geometric error model of three-axis machine tool is built on the basis of multibody system theory; and the quantitative global sensitivity analysis (GSA) model of geometric error elements is constructed by using extended Fourier amplitude sensitivity test method. The crucial geometric errors are identified; and stochastic characteristics of geometric errors are taken into consideration in the formulation of building up the compensation strategy. The validity of geometric error compensation based on sensitivity analysis is verified on a high-precision three-axis machine tool with open CNC system. The experimental results show that the average compensation rates along the X, Y, and Z directions are 59.8%, 65.5%, and 73.5%, respectively. The methods of sensitivity analysis and geometric errors compensation presented in this paper are suitable for identifying the key geometric errors and improving the precision of CNC machine tools effectively.http://dx.doi.org/10.1155/2016/2834718
collection DOAJ
language English
format Article
sources DOAJ
author Shijie Guo
Dongsheng Zhang
Yang Xi
spellingShingle Shijie Guo
Dongsheng Zhang
Yang Xi
Global Quantitative Sensitivity Analysis and Compensation of Geometric Errors of CNC Machine Tool
Mathematical Problems in Engineering
author_facet Shijie Guo
Dongsheng Zhang
Yang Xi
author_sort Shijie Guo
title Global Quantitative Sensitivity Analysis and Compensation of Geometric Errors of CNC Machine Tool
title_short Global Quantitative Sensitivity Analysis and Compensation of Geometric Errors of CNC Machine Tool
title_full Global Quantitative Sensitivity Analysis and Compensation of Geometric Errors of CNC Machine Tool
title_fullStr Global Quantitative Sensitivity Analysis and Compensation of Geometric Errors of CNC Machine Tool
title_full_unstemmed Global Quantitative Sensitivity Analysis and Compensation of Geometric Errors of CNC Machine Tool
title_sort global quantitative sensitivity analysis and compensation of geometric errors of cnc machine tool
publisher Hindawi Limited
series Mathematical Problems in Engineering
issn 1024-123X
1563-5147
publishDate 2016-01-01
description A quantitative analysis to identify the key geometric error elements and their coupling is the prerequisite and foundation for improving the precision of machine tools. The purpose of this paper is to identify key geometric error elements and compensate for geometric errors accordingly. The geometric error model of three-axis machine tool is built on the basis of multibody system theory; and the quantitative global sensitivity analysis (GSA) model of geometric error elements is constructed by using extended Fourier amplitude sensitivity test method. The crucial geometric errors are identified; and stochastic characteristics of geometric errors are taken into consideration in the formulation of building up the compensation strategy. The validity of geometric error compensation based on sensitivity analysis is verified on a high-precision three-axis machine tool with open CNC system. The experimental results show that the average compensation rates along the X, Y, and Z directions are 59.8%, 65.5%, and 73.5%, respectively. The methods of sensitivity analysis and geometric errors compensation presented in this paper are suitable for identifying the key geometric errors and improving the precision of CNC machine tools effectively.
url http://dx.doi.org/10.1155/2016/2834718
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AT dongshengzhang globalquantitativesensitivityanalysisandcompensationofgeometricerrorsofcncmachinetool
AT yangxi globalquantitativesensitivityanalysisandcompensationofgeometricerrorsofcncmachinetool
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