Modeling and precise tracking control of spatial bending pneumatic soft actuators

被引:0
|
作者
Ma, Yize [1 ]
Wu, Qingxiang [1 ]
Qiu, Zehao [1 ]
Fang, Yongchun [1 ]
Sun, Ning [1 ]
机构
[1] Nankai Univ, Inst Robot & Automat Informat Syst IRAIS, Coll Artificial Intelligence, Tianjin 300350, Peoples R China
来源
关键词
Spatial bending; Hysteresis compensation; Prandtl-Ishlinskii modeling; Adaptive feedback control; MANIPULATORS;
D O I
10.1016/j.birob.2024.100192
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
In recent years, a variety of pneumatic soft actuators (PSAs) have been proposed due to the development of soft robots in biomimetic robots, medical devices, etc. At the same time, the modeling and control of PSAs remains an open question. In this paper, a spatial bending pneumatic soft actuator (SBPSA) modeling method based on the Prandtl-Ishlinskii (PI) model is proposed, and the inverse model is designed to compensate for hysteresis nonlinearity. Furthermore, an adaptive feedback controller combined with a hysteresis compensator is proposed for the precise control and tracking of SBPSAs. Finally, an experimental platform is built, and experimental results demonstrate the effectiveness of the proposed method for precise tracking. (c) 2024 The Author(s). Published by Elsevier B.V. on behalf of Shandong University. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页数:7
相关论文
共 50 条
  • [41] Design and Modeling of Generalized Fiber-Reinforced Pneumatic Soft Actuators
    Bishop-Moser, Joshua
    Kota, Sridhar
    IEEE TRANSACTIONS ON ROBOTICS, 2015, 31 (03) : 536 - 545
  • [42] Finite Element Modeling of Pneumatic Bending Actuators for Inflated-Beam Robots
    Du Pasquier C.
    Jeong S.
    Okamura A.M.
    IEEE Robotics and Automation Letters, 2023, 8 (11) : 7416 - 7423
  • [43] Zero-Power Shape Retention in Soft Pneumatic Actuators with Extensional and Bending Multistability
    Rahman, Shakurur
    Wu, Lei
    El Elmi, Asma
    Pasini, Damiano
    ADVANCED FUNCTIONAL MATERIALS, 2023, 33 (49)
  • [44] Design, Modeling, and Parametric Analysis of a Syringe Pump for Soft Pneumatic Actuators
    Yang, Wu-Te
    Hirao, Motohiro
    Tomizuka, Masayoshi
    2023 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS, AIM, 2023, : 317 - 322
  • [45] Modeling, Design, and Development of Soft Pneumatic Actuators with Finite Element Method
    Moseley, Philip
    Florez, Juan Manuel
    Sonar, Harshal Arun
    Agarwal, Gunjan
    Curtin, William
    Paik, Jamie
    ADVANCED ENGINEERING MATERIALS, 2016, 18 (06) : 978 - 988
  • [46] Semi-Physical Modeling of Soft Pneumatic Actuators With Stiffness Tuning
    Fairchild, Preston
    Shephard, Noah
    Mei, Yu
    Tan, Xiaobo
    ASME Letters in Dynamic Systems and Control, 2023, 3 (04):
  • [47] Modeling Vacuum Bellows Soft Pneumatic Actuators with Optimal Mechanical Performance
    Felt, Wyatt
    Robertson, Matthew A.
    Paik, Jamie
    2018 IEEE INTERNATIONAL CONFERENCE ON SOFT ROBOTICS (ROBOSOFT), 2018, : 534 - 540
  • [48] Precise tracking control of piezoelectric actuators based on a hysteresis observer
    Ji, D. H.
    Koo, J. H.
    Yoo, W. J.
    Park, Ju H.
    NONLINEAR DYNAMICS, 2012, 70 (03) : 1969 - 1976
  • [49] Precise tracking control of piezoelectric actuators based on a hysteresis observer
    D. H. Ji
    J. H. Koo
    W. J. Yoo
    Ju H. Park
    Nonlinear Dynamics, 2012, 70 : 1969 - 1976
  • [50] Bioinspired Soft Actuators for High Bending Stiffness and Flexible Spatial Locomotion
    Xiong, Jiawei
    Luo, Yuchao
    Guan, Feng
    Zhao, Xiaowen
    Zeng, Yi
    Wei, Guowu
    Sun, Xiaofeng
    Liu, Chunbao
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2024, 9 (11): : 10391 - 10398