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基于分数阶微积分的机械臂迭代滑模控制策略研究

张鑫 鲁文儒 缪仲翠 姜子运 张靓

测试科学与仪器2021,Vol.12Issue(2):208-217,10.
测试科学与仪器2021,Vol.12Issue(2):208-217,10.DOI:10.3969/j.issn.1674-8042.2021.02.010

基于分数阶微积分的机械臂迭代滑模控制策略研究

Iterative sliding mode control strategy of robotic arm based on fractional calculus

张鑫 1鲁文儒 2缪仲翠 1姜子运 1张靓1

作者信息

  • 1. 兰州交通大学 自动化与电气工程学院,甘肃 兰州 730070
  • 2. 甘肃省人工智能与图形图像处理工程研究中心,甘肃 兰州 730070
  • 折叠

摘要

Abstract

In order to improve the control performance of industrial robotic arms,an efficient fractional-order iterative sliding mode control method is proposed by combining fractional calculus theory with iterative learning control and sliding mode control.In the design process of the controller,fractional approaching law and fractional sliding mode control theories are used to introduce fractional calculus into iterative sliding mode control,and Lyapunov theory is used to analyze the system stability. Then taking a two-joint robotic arm as an example,the proposed control strategy is verified by MATLAB simulation.The simulation experiments show that the fractional-order iterative sliding mode control strategy can effectively improve the tracking speed and tracking accuracy of the joint,reduce the tracking error,have strong robustness and effectively suppress the chattering phenomenon of sliding mode control.

关键词

机械臂/分数阶微积分/迭代学习控制/滑模控制

Key words

robotic arm/fractional calculus/iterative learning control/sliding mode control

引用本文复制引用

张鑫,鲁文儒,缪仲翠,姜子运,张靓..基于分数阶微积分的机械臂迭代滑模控制策略研究[J].测试科学与仪器,2021,12(2):208-217,10.

基金项目

National Natural Science Foundation of China(No.61663022) (No.61663022)

Department of Education Project of Gansu Province(No.18JR3RA105) (No.18JR3RA105)

测试科学与仪器

OACSCD

1674-8042

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