Skip to main content
Erschienen in: The International Journal of Advanced Manufacturing Technology 1-4/2019

02.08.2019 | ORIGINAL ARTICLE

Geometric accuracy enhancement of five-axis machine tool based on error analysis

verfasst von: Shijie Guo, Xuesong Mei, Gedong Jiang

Erschienen in: The International Journal of Advanced Manufacturing Technology | Ausgabe 1-4/2019

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The characteristics of geometric error affect both the positions and orientations of a five-axis machine tool, which are very important for precision manufacturing. It is necessary to conduct quantitative analysis for the above characteristics to improve the precision of the five-axis machine tool. In this paper, the synthetic volumetric error model of the five-axis machine tool with a turntable-tilting head has been established, which describes the effect of 43 geometric error terms on position and orientation error vector intuitively. The multidimensional output of geometric error vectors in the workspace of the machine tool is sufficiently taken into account, and global quantitative sensitivity analysis is introduced to determine the effect of each geometric error on the precision of the machine tool. The results showed that geometric errors of the rotary axes are dominant sensitivity factors, reaching 59.32 and 51.59% of sensitivity indices of the position and orientation error vector, respectively. Furthermore, geometric error terms that are noncritical and critical are extracted according to the result of mutual information analysis. Those geometric errors were removed from the geometric error compensation model, which are at the same time insensitivity errors and nonsignificant geometric errors. The geometric error compensation results show that the accuracy of the machined parts with complex curved surfaces was improved 56.22% after error compensation based on sensitivity and mutual information analysis. This research provides a feasible methodology for analyzing the effect of geometric errors and determining the compensation values of the machine tool.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
3.
Zurück zum Zitat Yang H, Huang XD, Ding S, Yu CY, Yang YM (2018) Identification and compensation of 11 position-independent geometric errors on five-axis machine tools with a tilting head. Int J Adv Manuf Technol 94(1–4):533–544CrossRef Yang H, Huang XD, Ding S, Yu CY, Yang YM (2018) Identification and compensation of 11 position-independent geometric errors on five-axis machine tools with a tilting head. Int J Adv Manuf Technol 94(1–4):533–544CrossRef
4.
Zurück zum Zitat Ni J (1997) CNC machine accuracy enhancement through real-time error compensation. J Manuf Sci Eng Trans ASME 119(4):717–725CrossRef Ni J (1997) CNC machine accuracy enhancement through real-time error compensation. J Manuf Sci Eng Trans ASME 119(4):717–725CrossRef
5.
Zurück zum Zitat Ibaraki S, Knapp W (2013) Indirect measurement of volumetric accuracy for three-axis and five-axis machine tools: a review. Int J Autom Technol 6(2):110–124CrossRef Ibaraki S, Knapp W (2013) Indirect measurement of volumetric accuracy for three-axis and five-axis machine tools: a review. Int J Autom Technol 6(2):110–124CrossRef
6.
Zurück zum Zitat Lee KI, Yang SH (2013) Measurement and verification of position-independent geometric errors of a five-axis machine tool using a double ball-bar. Int J Mach Tools Manuf 70(4):45–52CrossRef Lee KI, Yang SH (2013) Measurement and verification of position-independent geometric errors of a five-axis machine tool using a double ball-bar. Int J Mach Tools Manuf 70(4):45–52CrossRef
7.
Zurück zum Zitat Tsutsumi M, Tone S, Kato N, Sato R (2013) Enhancement of geometric accuracy of five-axis machining centers based on identification and compensation of geometric deviations. Int J Mach Tools Manuf 68(68):11–20CrossRef Tsutsumi M, Tone S, Kato N, Sato R (2013) Enhancement of geometric accuracy of five-axis machining centers based on identification and compensation of geometric deviations. Int J Mach Tools Manuf 68(68):11–20CrossRef
8.
Zurück zum Zitat Wang JD, Guo JJ (2013) Algorithm for detecting volumetric geometric accuracy of NC machine tool by laser tracker. Chin J Mech Eng-EN 26(1):166–175CrossRef Wang JD, Guo JJ (2013) Algorithm for detecting volumetric geometric accuracy of NC machine tool by laser tracker. Chin J Mech Eng-EN 26(1):166–175CrossRef
9.
Zurück zum Zitat Cheng Q, Zhao HW, Zhang GJ, Gu PH, Cai LG (2014) An analytical approach for crucial geometric errors identification of multi-axis machine tool based on global sensitivity analysis. Int J Adv Manuf Technol 75(1–4):107–121CrossRef Cheng Q, Zhao HW, Zhang GJ, Gu PH, Cai LG (2014) An analytical approach for crucial geometric errors identification of multi-axis machine tool based on global sensitivity analysis. Int J Adv Manuf Technol 75(1–4):107–121CrossRef
11.
Zurück zum Zitat Inasaki I, Kishinami K, Sakamoto S (1997) Shaper generation theory of machine tools—its basis and applications, Yokendo, Tokyo Inasaki I, Kishinami K, Sakamoto S (1997) Shaper generation theory of machine tools—its basis and applications, Yokendo, Tokyo
12.
Zurück zum Zitat Guo SJ, Jiang GD, Zhang DS, Mei XS (2017) Position-independent geometric error identification and global sensitivity analysis for the rotary axes of five-axis machine tools. Meas Sci Technol 28(4):045006CrossRef Guo SJ, Jiang GD, Zhang DS, Mei XS (2017) Position-independent geometric error identification and global sensitivity analysis for the rotary axes of five-axis machine tools. Meas Sci Technol 28(4):045006CrossRef
13.
Zurück zum Zitat Tsutsumi M, Saito A (2003) Identification and compensation of systematic deviations particular to 5-axis machining centers. Int J Mach Tools Manuf 43(8):771–780CrossRef Tsutsumi M, Saito A (2003) Identification and compensation of systematic deviations particular to 5-axis machining centers. Int J Mach Tools Manuf 43(8):771–780CrossRef
14.
Zurück zum Zitat Xiang ST, Yang JG, Zhang Y (2014) Using a double ball bar to identify position-independent geometric errors on the rotary axes of five-axis machine tools. Int J Adv Manuf Technol 70(9–12):2071–2082CrossRef Xiang ST, Yang JG, Zhang Y (2014) Using a double ball bar to identify position-independent geometric errors on the rotary axes of five-axis machine tools. Int J Adv Manuf Technol 70(9–12):2071–2082CrossRef
15.
Zurück zum Zitat Chen DJ, Dong LH, Bian YH, Fan JW (2015) Prediction and identification of rotary axes error of non-orthogonal five-axis machine tool. Int J Mach Tools Manuf 94:74–87CrossRef Chen DJ, Dong LH, Bian YH, Fan JW (2015) Prediction and identification of rotary axes error of non-orthogonal five-axis machine tool. Int J Mach Tools Manuf 94:74–87CrossRef
16.
Zurück zum Zitat Lasemi A, Xue DY, Gu PH (2016) Accurate identification and compensation of geometric errors of 5-axis CNC machine tools using double ball bar. Meas Sci Technol 27(5):055004CrossRef Lasemi A, Xue DY, Gu PH (2016) Accurate identification and compensation of geometric errors of 5-axis CNC machine tools using double ball bar. Meas Sci Technol 27(5):055004CrossRef
17.
Zurück zum Zitat Guo JK, Beaucamp A, Ibaraki S (2017) Virtual pivot alignment method and its influence to profile error in bonnet polishing. Int J Mach Tools Manuf 122:18–31CrossRef Guo JK, Beaucamp A, Ibaraki S (2017) Virtual pivot alignment method and its influence to profile error in bonnet polishing. Int J Mach Tools Manuf 122:18–31CrossRef
19.
Zurück zum Zitat Tian WJ, Gao WG, Zhang DW, Huang T (2014) A general approach for error modeling of machine tools. Int J Mach Tools Manuf 79(4):17–23CrossRef Tian WJ, Gao WG, Zhang DW, Huang T (2014) A general approach for error modeling of machine tools. Int J Mach Tools Manuf 79(4):17–23CrossRef
20.
Zurück zum Zitat Zhong XM, Liu HQ, Mao XY, Li B, He SP, Peng FY (2018) Volumetric error modeling, identification and compensation based on screw theory for a large multi-axis propeller-measuring machine. Meas Sci Technol 29(5)CrossRef Zhong XM, Liu HQ, Mao XY, Li B, He SP, Peng FY (2018) Volumetric error modeling, identification and compensation based on screw theory for a large multi-axis propeller-measuring machine. Meas Sci Technol 29(5)CrossRef
21.
Zurück zum Zitat Fu GQ, Fu JZ, Xu YT, Chen ZC (2014) Product of exponential model for geometric error integration of multi-axis machine tools. Int J Adv Manuf Technol 71(9–12):1653–1667CrossRef Fu GQ, Fu JZ, Xu YT, Chen ZC (2014) Product of exponential model for geometric error integration of multi-axis machine tools. Int J Adv Manuf Technol 71(9–12):1653–1667CrossRef
22.
Zurück zum Zitat Guo JK, Li BT, Liu ZG, Hong J, Zhou Q (2016) A new solution to the measurement process planning for machine tool assembly based on Kalman filter. Precis Eng 43:356–369CrossRef Guo JK, Li BT, Liu ZG, Hong J, Zhou Q (2016) A new solution to the measurement process planning for machine tool assembly based on Kalman filter. Precis Eng 43:356–369CrossRef
23.
Zurück zum Zitat Lee KI, Lee DM, Yang SH (2012) Parametric modeling and estimation of geometric errors for a rotary axis using double ball-bar. Int J Adv Manuf Technol 62(5–8):741–750CrossRef Lee KI, Lee DM, Yang SH (2012) Parametric modeling and estimation of geometric errors for a rotary axis using double ball-bar. Int J Adv Manuf Technol 62(5–8):741–750CrossRef
24.
Zurück zum Zitat Li ZH, Feng WL, Yang JG, Huang YQ (2018) An investigation on modeling and compensation of synthetic geometric errors on large machine tools based on moving least squares method. Proc Inst Mech Eng B J Eng Manuf 232(3):412–427CrossRef Li ZH, Feng WL, Yang JG, Huang YQ (2018) An investigation on modeling and compensation of synthetic geometric errors on large machine tools based on moving least squares method. Proc Inst Mech Eng B J Eng Manuf 232(3):412–427CrossRef
25.
Zurück zum Zitat Tang H, Duan JA, Lan SH, Shui HY (2015) A new geometric error modeling approach for multi-axis system based on stream of variation theory. Int J Mach Tools Manuf 92:41–51CrossRef Tang H, Duan JA, Lan SH, Shui HY (2015) A new geometric error modeling approach for multi-axis system based on stream of variation theory. Int J Mach Tools Manuf 92:41–51CrossRef
26.
Zurück zum Zitat Fan JW, Tao HH, Wu CJ, Pan R, Tang YH, Li ZS (2018) Kinematic errors prediction for multi-axis machine tools’ guideways based on tolerance. Int J Adv Manuf Technol 98(5):1131–1144CrossRef Fan JW, Tao HH, Wu CJ, Pan R, Tang YH, Li ZS (2018) Kinematic errors prediction for multi-axis machine tools’ guideways based on tolerance. Int J Adv Manuf Technol 98(5):1131–1144CrossRef
27.
Zurück zum Zitat He GY, Sun GM, Zhang HS, Huang C, Zhang DW (2017) Hierarchical error model to estimate motion error of linear motion bearing table. Int J Adv Manuf Technol 93(5–8):1915–1927CrossRef He GY, Sun GM, Zhang HS, Huang C, Zhang DW (2017) Hierarchical error model to estimate motion error of linear motion bearing table. Int J Adv Manuf Technol 93(5–8):1915–1927CrossRef
28.
Zurück zum Zitat Mir YA, Mayer JRR, Fortin C (2002) Tool path error prediction of a five-axis machine tool with geometric errors. Proc Inst Mech Eng B J Eng Manuf 216:697–712CrossRef Mir YA, Mayer JRR, Fortin C (2002) Tool path error prediction of a five-axis machine tool with geometric errors. Proc Inst Mech Eng B J Eng Manuf 216:697–712CrossRef
29.
Zurück zum Zitat Qiao Y, Chen YP, Yang JX, Chen B (2017) A five-axis geometric errors calibration model based on the common perpendicular line (CPL) transformation using the product of exponentials (POE) formula. Int J Mach Tools Manuf 118–119:49–60CrossRef Qiao Y, Chen YP, Yang JX, Chen B (2017) A five-axis geometric errors calibration model based on the common perpendicular line (CPL) transformation using the product of exponentials (POE) formula. Int J Mach Tools Manuf 118–119:49–60CrossRef
30.
Zurück zum Zitat Yang JX, Mayer JRR, Altintas Y (2015) A position independent geometric errors identification and correction method for five-axis serial machines based on screw theory. Int J Mach Tools Manuf 95:52–66CrossRef Yang JX, Mayer JRR, Altintas Y (2015) A position independent geometric errors identification and correction method for five-axis serial machines based on screw theory. Int J Mach Tools Manuf 95:52–66CrossRef
31.
Zurück zum Zitat Ibaraki S, Kimura Y, Yu N, Nishikawa S (2015) Formulation of influence of machine geometric errors on five-axis on-machine scanning measurement by using a laser displacement sensor. J Manuf Sci Eng Trans ASME 137(2):021013CrossRef Ibaraki S, Kimura Y, Yu N, Nishikawa S (2015) Formulation of influence of machine geometric errors on five-axis on-machine scanning measurement by using a laser displacement sensor. J Manuf Sci Eng Trans ASME 137(2):021013CrossRef
32.
Zurück zum Zitat Chen JX, Lin SW, He BW (2014) Geometric error compensation for multi-axis CNC machines based on differential transformation. Int J Adv Manuf Technol 71(1–4):635–642CrossRef Chen JX, Lin SW, He BW (2014) Geometric error compensation for multi-axis CNC machines based on differential transformation. Int J Adv Manuf Technol 71(1–4):635–642CrossRef
33.
Zurück zum Zitat Jiang ZX, Song B, Zhou XD, Tang XQ, Zheng SQ (2015) On-machine measurement of location errors on five-axis machine tools by machining tests and a laser displacement sensor. Int J Mach Tools Manuf 95:1–12CrossRef Jiang ZX, Song B, Zhou XD, Tang XQ, Zheng SQ (2015) On-machine measurement of location errors on five-axis machine tools by machining tests and a laser displacement sensor. Int J Mach Tools Manuf 95:1–12CrossRef
34.
Zurück zum Zitat Jiang XG, Cripps RJ (2016) Geometric characterisation and simulation of position independent geometric errors of five-axis machine tools using a double ball bar. The Int J Adv Manuf Technol 83(9):1905–1915CrossRef Jiang XG, Cripps RJ (2016) Geometric characterisation and simulation of position independent geometric errors of five-axis machine tools using a double ball bar. The Int J Adv Manuf Technol 83(9):1905–1915CrossRef
35.
Zurück zum Zitat Cheng Q, Feng QN, Liu ZG, Gu PH, Zhang GJ (2016) Sensitivity analysis of machining accuracy of multi-axis machine tool based on POE screw theory and Morris method. Int J Adv Manuf Technol 84(9–12):2301–2318CrossRef Cheng Q, Feng QN, Liu ZG, Gu PH, Zhang GJ (2016) Sensitivity analysis of machining accuracy of multi-axis machine tool based on POE screw theory and Morris method. Int J Adv Manuf Technol 84(9–12):2301–2318CrossRef
36.
Zurück zum Zitat He ZY, Fu JZ, Zhang LC, Yao XH (2015) A new error measurement method to identify all six error parameters of a rotational axis of a machine tool. Int J Mach Tools Manuf 88:1–8CrossRef He ZY, Fu JZ, Zhang LC, Yao XH (2015) A new error measurement method to identify all six error parameters of a rotational axis of a machine tool. Int J Mach Tools Manuf 88:1–8CrossRef
37.
Zurück zum Zitat Saltelli A, Annoni P (2011) Sensitivity Analysis. International encyclopedia of statistical science. Springer, Berlin Saltelli A, Annoni P (2011) Sensitivity Analysis. International encyclopedia of statistical science. Springer, Berlin
38.
Zurück zum Zitat Zargarbashi SHH, Mayer JRR (2006) Assessment of machine tool trunnion axis motion error, using magnetic double ball bar. Int J Mach Tools Manuf 46(14):1823–1834CrossRef Zargarbashi SHH, Mayer JRR (2006) Assessment of machine tool trunnion axis motion error, using magnetic double ball bar. Int J Mach Tools Manuf 46(14):1823–1834CrossRef
39.
Zurück zum Zitat Cheng Q, Zhao HW, Zhao YS, Sun BW, Gu P (2015) Machining accuracy reliability analysis of multi-axis machine tool based on Monte Carlo simulation. J Intell Manuf 29(1):191–209CrossRef Cheng Q, Zhao HW, Zhao YS, Sun BW, Gu P (2015) Machining accuracy reliability analysis of multi-axis machine tool based on Monte Carlo simulation. J Intell Manuf 29(1):191–209CrossRef
40.
Zurück zum Zitat Ibaraki S, Goto S, Tsuboi K, Saito N, Kojima N (2018) Kinematic modeling and error sensitivity analysis for on-machine five-axis laser scanning measurement under machine geometric errors and workpiece setup errors. Int J Adv Manuf Technol 96(9–12):4051–4062CrossRef Ibaraki S, Goto S, Tsuboi K, Saito N, Kojima N (2018) Kinematic modeling and error sensitivity analysis for on-machine five-axis laser scanning measurement under machine geometric errors and workpiece setup errors. Int J Adv Manuf Technol 96(9–12):4051–4062CrossRef
41.
Zurück zum Zitat Lee RS, Lin YH (2012) Applying bidirectional kinematics to assembly error analysis for five-axis machine tools with general orthogonal configuration. Int J Adv Manuf Technol 62(9–12):1261–1272CrossRef Lee RS, Lin YH (2012) Applying bidirectional kinematics to assembly error analysis for five-axis machine tools with general orthogonal configuration. Int J Adv Manuf Technol 62(9–12):1261–1272CrossRef
42.
Zurück zum Zitat Chen JX, Lin SW, Zhou XL (2016) A comprehensive error analysis method for the geometric error of multi-axis machine tool. Int J Mach Tools Manuf 106:56–66CrossRef Chen JX, Lin SW, Zhou XL (2016) A comprehensive error analysis method for the geometric error of multi-axis machine tool. Int J Mach Tools Manuf 106:56–66CrossRef
43.
Zurück zum Zitat Lei WT, Wang WC, Fang TC (2014) Ballbar dynamic tests for rotary axes of five-axis CNC machine tools. Int J Mach Tools Manuf 82–83(4):29–41CrossRef Lei WT, Wang WC, Fang TC (2014) Ballbar dynamic tests for rotary axes of five-axis CNC machine tools. Int J Mach Tools Manuf 82–83(4):29–41CrossRef
44.
Zurück zum Zitat Liu XL, Zhang XD, Fang FZ, Liu SG (2016) Identification and compensation of main machining errors on surface form accuracy in ultra-precision diamond turning. Int J Mach Tools Manuf 105:45–57CrossRef Liu XL, Zhang XD, Fang FZ, Liu SG (2016) Identification and compensation of main machining errors on surface form accuracy in ultra-precision diamond turning. Int J Mach Tools Manuf 105:45–57CrossRef
45.
Zurück zum Zitat Li QZ, Wang W, Jiang YF, Li H, Zhang J, Jiang Z (2018) A sensitivity method to analyze the volumetric error of five-axis machine tool. Int J Adv Manuf Technol 98(5–8):1791–1805CrossRef Li QZ, Wang W, Jiang YF, Li H, Zhang J, Jiang Z (2018) A sensitivity method to analyze the volumetric error of five-axis machine tool. Int J Adv Manuf Technol 98(5–8):1791–1805CrossRef
46.
Zurück zum Zitat Zou XC, Zhao XS, Li G, Li ZQ, Sun T (2017) Sensitivity analysis using a variance-based method for a three-axis diamond turning machine. Int J Adv Manuf Technol 92(9–12):4429–4443CrossRef Zou XC, Zhao XS, Li G, Li ZQ, Sun T (2017) Sensitivity analysis using a variance-based method for a three-axis diamond turning machine. Int J Adv Manuf Technol 92(9–12):4429–4443CrossRef
47.
Zurück zum Zitat Du ZC, Wang J, Yang JG (2017) Geometric error modeling and sensitivity analysis of single-axis assembly in three-axis vertical machine center based on Jacobian-Torsor model. ASME J Risk Uncertainty Part B 4(3):031004 Du ZC, Wang J, Yang JG (2017) Geometric error modeling and sensitivity analysis of single-axis assembly in three-axis vertical machine center based on Jacobian-Torsor model. ASME J Risk Uncertainty Part B 4(3):031004
48.
Zurück zum Zitat ISO 230-1 (2012) Test code for machine tools. Part 1. Geometric accuracy of machines operating under no-load or quasi-static conditions. ISO. ISO 230-1 (2012) Test code for machine tools. Part 1. Geometric accuracy of machines operating under no-load or quasi-static conditions. ISO.
49.
Zurück zum Zitat Huang ND, Jin YQ, Bi QZ, Wang YH (2015) Integrated post-processor for 5-axis machine tools with geometric errors compensation. Int J Mach Tools Manuf 94:65–73CrossRef Huang ND, Jin YQ, Bi QZ, Wang YH (2015) Integrated post-processor for 5-axis machine tools with geometric errors compensation. Int J Mach Tools Manuf 94:65–73CrossRef
50.
Zurück zum Zitat Ibaraki S, Nagai Y (2017) Formulation of the influence of rotary axis geometric errors on five-axis on-machine optical scanning measurement-application to geometric error calibration by “chase-the-ball” test. Int J Adv Manuf Technol 92(9):4263–4273CrossRef Ibaraki S, Nagai Y (2017) Formulation of the influence of rotary axis geometric errors on five-axis on-machine optical scanning measurement-application to geometric error calibration by “chase-the-ball” test. Int J Adv Manuf Technol 92(9):4263–4273CrossRef
51.
Zurück zum Zitat ISO 10791-6 (2014) Test conditions for machining centers—part 6: accuracy of speeds and interpolations. ISO. ISO 10791-6 (2014) Test conditions for machining centers—part 6: accuracy of speeds and interpolations. ISO.
52.
Zurück zum Zitat Zhu SW, Ding GF, Qin SF, Lei J, Zhuang L, Yan K (2012) Integrated geometric error modeling, identification and compensation of CNC machine tools. Int J Mach Tools Manuf 52(1):24–29CrossRef Zhu SW, Ding GF, Qin SF, Lei J, Zhuang L, Yan K (2012) Integrated geometric error modeling, identification and compensation of CNC machine tools. Int J Mach Tools Manuf 52(1):24–29CrossRef
53.
Zurück zum Zitat Li J, Xie FG, Liu XJ, Li WD, Zhu SW (2016) Geometric error identification and compensation of linear axes based on a novel 13-line method. Int J Adv Manuf Technol 87(5):2269–2283CrossRef Li J, Xie FG, Liu XJ, Li WD, Zhu SW (2016) Geometric error identification and compensation of linear axes based on a novel 13-line method. Int J Adv Manuf Technol 87(5):2269–2283CrossRef
54.
Zurück zum Zitat Guo SJ, Jiang GD, Mei XS (2017) Investigation of sensitivity analysis and compensation parameter optimization of geometric error for five-axis machine tool. Int J Adv Manuf Technol 93(9–12):3229–3243CrossRef Guo SJ, Jiang GD, Mei XS (2017) Investigation of sensitivity analysis and compensation parameter optimization of geometric error for five-axis machine tool. Int J Adv Manuf Technol 93(9–12):3229–3243CrossRef
55.
Zurück zum Zitat Jiang L, Ding GF, Li Z, Zhu SW, Qin SF (2013) Geometric error model and measuring method based on worktable for five-axis machine tools. Proc Inst Mech Eng B J Eng Manuf 227(1):32–44CrossRef Jiang L, Ding GF, Li Z, Zhu SW, Qin SF (2013) Geometric error model and measuring method based on worktable for five-axis machine tools. Proc Inst Mech Eng B J Eng Manuf 227(1):32–44CrossRef
56.
Zurück zum Zitat Kalpakjian S (2010) Manufacturing engineering and technology: machining. Prentice Hall, New Jersey Kalpakjian S (2010) Manufacturing engineering and technology: machining. Prentice Hall, New Jersey
57.
Zurück zum Zitat Ding WD, Zhu XC, Huang XD (2016) Effect of servo and geometric errors of tilting-rotary tables on volumetric errors in five-axis machine tools. Int J Mach Tools Manuf 104:37–44CrossRef Ding WD, Zhu XC, Huang XD (2016) Effect of servo and geometric errors of tilting-rotary tables on volumetric errors in five-axis machine tools. Int J Mach Tools Manuf 104:37–44CrossRef
58.
Zurück zum Zitat Garciacabrejo O, Valocchi A, Soares CG (2014) Global sensitivity analysis for multivariate output using polynomial chaos expansion. Reliab Eng Syst Saf 126:25–36CrossRef Garciacabrejo O, Valocchi A, Soares CG (2014) Global sensitivity analysis for multivariate output using polynomial chaos expansion. Reliab Eng Syst Saf 126:25–36CrossRef
59.
Zurück zum Zitat Wei PF, Lu ZZ, Song JW (2015) Variable importance analysis: a comprehensive review. Reliab Eng Syst Saf 142:399–432CrossRef Wei PF, Lu ZZ, Song JW (2015) Variable importance analysis: a comprehensive review. Reliab Eng Syst Saf 142:399–432CrossRef
60.
Zurück zum Zitat Herman G, Zhang B, Wang Y, Ye GT, Chen F (2013) Mutual information-based method for selecting informative feature sets. Pattern Recogn 46(12):3315–3327CrossRef Herman G, Zhang B, Wang Y, Ye GT, Chen F (2013) Mutual information-based method for selecting informative feature sets. Pattern Recogn 46(12):3315–3327CrossRef
Metadaten
Titel
Geometric accuracy enhancement of five-axis machine tool based on error analysis
verfasst von
Shijie Guo
Xuesong Mei
Gedong Jiang
Publikationsdatum
02.08.2019
Verlag
Springer London
Erschienen in
The International Journal of Advanced Manufacturing Technology / Ausgabe 1-4/2019
Print ISSN: 0268-3768
Elektronische ISSN: 1433-3015
DOI
https://doi.org/10.1007/s00170-019-04030-4

Weitere Artikel der Ausgabe 1-4/2019

The International Journal of Advanced Manufacturing Technology 1-4/2019 Zur Ausgabe

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.