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Author:

Zhao, Qiangqiang (Zhao, Qiangqiang.) | Hong, Jun (Hong, Jun.) (Scholars:洪军)

Indexed by:

EI SCIE Scopus Engineering Village

Abstract:

This paper develops a novel analytical framework for system kinematic reliability sensitivity analysis of robotic manipulators, which can provide the analytical results of local and global reliability sensitivity defined on the pose and position errors. First, uncertainty analysis of the pose error of the end-effector is accomplished by virtue of the second-order closed-form error propagation formula on motion groups. Then, the system kinematic reliability, namely the probability of the system kinematic error located within the prescribed safe boundary, is analytically calculated. Specifically, the non-central chi-square approximation and expectation propagation technique are employed to compute the system kinematic reliability defined on the position and pose errors, respectively. On this basis, the local and global system kinematic reliability sensitivity of robotic manipulators are analytically obtained. Finally, the effectiveness of the proposed method is validated by comparison with the Monte Carlo simulation and Kriging modeling method. The results indicate the proposed method has good efficacy and efficiency in system kinematic reliability sensitivity analysis for robotic manipulators. © 2021

Keyword:

Errors Flexible manipulators Intelligent systems Kinematics Monte Carlo methods Reliability analysis Robotics Sensitivity analysis Uncertainty analysis

Author Community:

  • [ 1 ] [Zhao, Qiangqiang]Key Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, School of Mechanical Engineering, Xi'an Jiaotong University, Xianning West Road, Xi'an; 710049, China
  • [ 2 ] [Hong, Jun]Key Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, School of Mechanical Engineering, Xi'an Jiaotong University, Xianning West Road, Xi'an; 710049, China

Reprint Author's Address:

  • Q. Zhao;;Key Laboratory of Education Ministry for Modern Design and Rotor-Bearing System, School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Xianning West Road, 710049, China;;email: qzhao21@xjtu.edu.cn;;

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Source :

Applied Mathematical Modelling

ISSN: 0307-904X

Year: 2021

Volume: 102

Page: 331-350

5 . 1 2 9

JCR@2020

ESI Discipline: ENGINEERING;

ESI HC Threshold:30

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 15

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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