Research on control strategy of micro and nano operating force tracking in uncertain environment based on impedance mode

被引:0
作者
Yu Z. [1 ]
Liu Y. [1 ]
Wu Y. [1 ]
Fan Q. [1 ]
机构
[1] School of Internet of Things Engineering, Jiangnan University, Wuxi
来源
Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument | 2023年 / 44卷 / 03期
关键词
extended Kalman observer; force tracking; impedance control; micromanipulator;
D O I
10.19650/j.cnki.cjsi.J2210634
中图分类号
学科分类号
摘要
Micro-electro-mechanical system (MEMS) has great potential application in biomedical field. The piezoelectric drive system based on piezoelectric ceramics plays an important role in the field of high-precision control of micro-nano operation. In the practical application of various fields, the interaction between micro system and environment is always a hot research direction. Since the tracking force error at the micro scale is more non-negligible than that at the macro scale, the precise control of the contact force between the micromanipulator and the environment is the key to improve the accuracy of the micro operation. Therefore, a force tracking impedance control strategy is proposed in this article, which can accurately track the contact force during operation. Because the impedance model requires high environmental parameters, an extended Kalman filter is proposed to estimate the external environmental parameters online. Experimental results show that the proposed control method can successfully realize the force tracking control of the micro-manipulator environment interaction model and has good tracking accuracy. The average absolute error of force tracking is 7. 82 mN, and the root mean square error is 10. 16 mN. Therefore, the method is feasible to accurately track the contact force in uncertain environment. © 2023 Science Press. All rights reserved.
引用
收藏
页码:191 / 199
页数:8
相关论文
共 29 条
  • [1] FENG ZH, Research on position/ contact force precision tracking control method of piezoelectric drive system, (2020)
  • [2] ZHANG W, LI H, CUI L, Et al., Research progress and development trend of surgical robot and surgical instrument arm, The International Journal of Medical Robotics and Computer Assisted Surgery, 17, 5, (2021)
  • [3] CHI Z, XU Q, AI N, Et al., Design and development of an automatic microinjection system for high-throughput injection of zebrafish larvae [ J ], IEEE Transactions on Automation Science and Engineering, 19, 4, pp. 3409-3418, (2021)
  • [4] FAN Q G, ZHAO R, SHI SH, Et al., Research on biological automatic capture system for micromanipulation, Chinese Journal of Scientific Instrument, 43, 2, pp. 264-272, (2022)
  • [5] CHI Z, XU Q, ZHU L., A review of recent advances in robotic cell microinjection, IEEE Access, 8, pp. 8520-8532, (2020)
  • [6] ARJUN B S, PAL U, PANDYA H J., Design and analysis of MEMS-based sensors toward measuring catheter contact forces, IEEE Sensors Journal, 22, 13, pp. 13451-13461, (2022)
  • [7] FENG Z, LIANG W, LING J, Et al., Precision force tracking control of a surgical device interacting with a deformable membrane, IEEE/ ASME Transactions on Mechatronics, 27, 6, pp. 5327-5338, (2022)
  • [8] ZHOU M, YU Q, HUANG K, Et al., Towards robotic-assisted subretinal injection: A hybrid parallel-serial robot system design and preliminary evaluation[ J], IEEE Transactions on Industrial Electronics, 67, 8, pp. 6617-6628, (2019)
  • [9] JIA L, WANG Y N, HE J, Et al., Non-singular terminal sliding mode impedance control of free-form surf grinding robot [ J ], Journal of Electronic Measurement and Instrumentation, 34, 5, pp. 89-96, (2020)
  • [10] LAU J Y, LIANG W, TAN K K., Motion control for piezoelectric-actuator-based surgical device using neural network and extended state observer [ J ], IEEE Transactions on Industrial Electronics, 67, 1, pp. 402-412, (2019)