Multi-dimensional dynamic measurement uncertainty analysis for the six-axis force sensor used in docking system

被引:4
作者
Lin, Sheng [1 ]
Zhang, Lingxuan [2 ]
Zhou, Shijun [1 ]
Zhang, Chongfeng [2 ]
机构
[1] Dalian Jiaotong Univ, Sch Mech Engn, Dalian 116028, Peoples R China
[2] Key Lab Sci & Technol Natl Def Struct & Mech Tech, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Six-axis force sensor; multi-dimensional; dynamic measurement; parametric uncertainty; grey prediction model; FORCE/TORQUE SENSOR; DESIGN; OPTIMIZATION; ROBOT;
D O I
10.1177/0142331217712582
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The tough space environment has a great influence on the reliability of the measurement results owing to the rapidly aging sensor. Also, the measurement uncertainty caused by the random factors seriously affects the accuracy of the sensor. Aiming at the multidimensional dynamic uncertainty problem of the six-axis force measurement, a six-axis force sensor for docking system is presented based on the piezoelectric force sensing element. The decoupling algorithm of the six-axis force sensor is proposed. Grey prediction model is employed to establish the dynamic uncertainty model in single channel. Residual test, correlation test and posterior error test are conducted to verify the reliability of the prediction model. The multidimensional dynamic uncertainty model of the six-axis force sensor is derived by combination of the decoupling algorithm and the dynamic uncertainty in single channel. The multidimensional dynamic uncertainty model of the six-axis force sensor can avoid the error signals for the force feedback control in the space environment, and the model can also be employed for the measurement of six-axis force in any other harsh conditions.
引用
收藏
页码:3040 / 3048
页数:9
相关论文
共 14 条
  • [1] [Anonymous], THESIS
  • [2] 1977 RIETZ LECTURE - BOOTSTRAP METHODS - ANOTHER LOOK AT THE JACKKNIFE
    EFRON, B
    [J]. ANNALS OF STATISTICS, 1979, 7 (01) : 1 - 26
  • [3] A New Six-Axis Load Cell. Part II: Error Analysis, Construction and Experimental Assessment of Performances
    Gobbi, M.
    Previati, G.
    Guarneri, P.
    Mastinu, G.
    [J]. EXPERIMENTAL MECHANICS, 2011, 51 (03) : 389 - 399
  • [4] Shape optimization of a mechanically decoupled six-axis force/torque sensor
    Kang, Min-Kyung
    Lee, Soobum
    Kim, Jung-Hoon
    [J]. SENSORS AND ACTUATORS A-PHYSICAL, 2014, 209 : 41 - 51
  • [5] Liu S.F., 2013, GREY SYSTEM THEORY A
  • [6] A New Six-axis Load Cell. Part I: Design
    Mastinu, G.
    Gobbi, M.
    Previati, G.
    [J]. EXPERIMENTAL MECHANICS, 2011, 51 (03) : 373 - 388
  • [7] Error Factors Analysis of Large Range Flexible Jionts Six-axis Force Sensor
    Shi Zhongpan
    Ding Changtao
    Zhao Yanzhi
    Zhao Tieshi
    [J]. MECHANICAL AND ELECTRONICS ENGINEERING III, PTS 1-5, 2012, 130-134 : 4232 - +
  • [8] Sun BY, 1988, PIEZOELECTRIC QUARTZ
  • [9] Design and optimization of a novel six-axis force/torque sensor for space robot
    Sun, Yongjun
    Liu, Yiwei
    Zou, Tian
    Jin, Minghe
    Liu, Hong
    [J]. MEASUREMENT, 2015, 65 : 135 - 148
  • [10] Wang WJ, 2013, MEASUREMENT SCI TECH, V24, P1933