Journal of Jilin University(Engineering and Technology Edition) ›› 2025, Vol. 55 ›› Issue (8): 2501-2510.doi: 10.13229/j.cnki.jdxbgxb.20231260

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Modeling and accuracy allocation of inter-dimensional coupling errors in multi pivot force measurement platforms

Jun ZHANG1(),Yu-he WANG1,Nan JIANG2,Jia-le CAI1,Xuan-de TENG1,Peng ZHANG1   

  1. 1.State Key Laboratory of High-Performance Precision Manufacturing,Dalian University of Technology,Dalian 116024,China
    2.Shenyang Aircraft Design & Research Institute,Shenyang 110035,China
  • Received:2023-11-15 Online:2025-08-01 Published:2025-11-14

Abstract:

In response to the causes of unclear and difficult reduction of coupling errors in force measurement platforms arranged with multiple sensors, this article takes the piezoelectric six axis force measurement platform as the research object, analyzes the coupling causes from the entire process of sensor coupling, assembly error and calibration device. Based on measurement principles, establish an inter dimensional coupling model containing 34 influencing factors, use sensitivity algorithms to screen and quantify the degree of influence of each factor, and accuracy tolerance allocate is performed with a coupling error ≤ 5% of the range as the target. The sampling simulation shows that the 99% confidence upper limit of each coupling error after allocation meets the requirements. Experiment shows that the coupling error of platform force output is ≤ 3.64% of the range under tolerance, and the coupling error of torque output is ≤ 4.80% of the range, which verify the effectiveness of the accuracy range and their applicability in coupling error control.

Key words: precision instrument and machinery, inter-dimensional coupling, measurement error, large range six-axis force, sensitivity analysis

CLC Number: 

  • TH823

Fig.1

Four-point six-dimensional force measuring platform structure"

Fig.2

Principle of six dimensional force measurement"

Fig.3

Inter-dimensional coupling influence and transmission"

Table 1

Factor normal distribution table"

误差因素项σ/rad
r1, r2, r3, r40.005 8
θxyθxzθyxθyzθzxθzy0.011 6
kxy1~4, kxz1~4, kyx1~4, kyz1~4, kzx1~4, kzy1~40.016 7

Fig.4

Inter-dimensional coupling Morris analysis diagram"

Table 2

Screening results of coupling factors under the action of Fx"

耦合方向影响因素
Fyr1~4θyxkxy1~4kzy1~4
Fzθzxkxz1~4
Mxr1~4θyxkxy1~4kxz1~4kzy1~4
Mykxz1~4kzx1~4
Mzr1~4,θyzkxy1~4,kzx1~4,kzy1~4

Fig.5

Inter-dimensional coupling Sobol analysis diagram"

Table 3

Fy coupling factor half bandwidth allocation under Fx"

耦合因素数值耦合因素数值
r10.007 9kxy30.015 6
r20.007 9kxy40.015 6
r30.007 9kzy10.012 5
r40.007 9kzy20.012 5
θyx0.020 0kzy30.012 5
kxy10.015 6kzy40.012 5
kxy20.015 6

Table 4

Mx coupling factor half bandwidth allocation under Fx"

耦合因素数值耦合因素数值
r10.011 7kxz10.029 2
r20.011 7kxz20.029 2
r30.011 7kxz30.029 2
r40.011 7kxz40.029 2
θyx0.030 2kzy10.019 0
kxy10.023 6kzy20.049 4
kxy20.023 6kzy30.019 0
kxy30.023 6kzy40.049 4
kxy40.023 6

Fig.6

Inter-dimensional coupling Monte Carlo simulation diagram"

Table 5

99% confidence interval of inter-dimensional coupling"

项目Fx 耦合输出Fy 耦合输出Fz 耦合输出Mx 耦合输出My 耦合输出Mz 耦合输出
Fx 加载[-136.79,139.02][-222.41,215.41][-9.33,9.49][-7.69.7.18][-7.41,6.56]
Fy 加载[-136.97,141.55][-215.35.231.32][-7.37,7.58][-9.66,10.19][-7.31,6.76]
Fz 加载[-182.68,199.72][-192.10,194.09][-8.91,9.06][-8.59,9.39][-8.78,9.08]
Mx 加载[-42.01,40.72][-43.63,41.72][-0.79,0.75][-1.97,1.92][-11.30,10.48]
My 加载[-39.99,41.91][-41.55,44.15][-0.73,0.79][-1.93,1.96][-10.32,10.93]
Mz 加载[-32.02,33.56][-40.00,34.31][-67.47,68.52][-11.87,12.68][-13.06,12.64]

Table 6

Sensor copling coefficient"

编号kyxkzxkzykxykxzkyz
10.010 4-0.000 4-0.004 50.012 6-0.014 70.019 2
20.014 9-0.004 30.001 9-0.009 3-0.018 2-0.011 6
3-0.008 1-0.003 20.002 00.010 40.011 20.014 7
40.002 70.003 50.002 6-0.006 40.014 10.005 4

Fig.7

Calibration device angle error measurement"

Table 7

Measurement results of device angle error"

项目θxyθxzθyxθyzθzxθzy
Fx /Fy /Fz0.017 20-0.020 6-0.014 00.008 70.006 1
Mx-0.003 40.014 8
My /Mz-0.003 40.014 8

Fig.8

Platform force and torque loading calibration"

Fig.9

Inter-dimensional coupling under individual loading of each force"

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