External force estimation of a piezo-actuated compliant mechanism based on a fractional order hysteresis model

被引:24
|
作者
Zhu, Zhiwei [1 ]
To, Suet [2 ]
Li, Yangmin [3 ]
Zhu, Wu-Le [4 ]
Bian, Leixiang [1 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Mech Engn, Nanjing 210094, Jiangsu, Peoples R China
[2] Hong Kong Polytech Univ, Dept Ind & Syst Engn, State Key Lab Ultraprecis Machining Technol, Kowloon, Hong Kong, Peoples R China
[3] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Kowloon, Hong Kong, Peoples R China
[4] Kyoto Univ, Dept Microengn, Nishikyo Ku, Kyoto 6158540, Japan
基金
中国国家自然科学基金;
关键词
Compliant mechanism; Piezoelectric actuator; External force estimation; Hysteresis nonlinearity; Fractional order model; FAST TOOL SERVO; PIEZOELECTRIC ACTUATORS; DIFFERENTIAL EVOLUTION; IDENTIFICATION; MICROGRIPPER; COMPENSATION; NONLINEARITY; PARAMETERS; DESIGN;
D O I
10.1016/j.ymssp.2018.03.012
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Sensing of external forces applied on piezo-actuated compliant mechanisms plays a key role in state monitoring, process control and feedback strategy design in a variety of fields, including micro-/nanopositioning, micro-/nanomanipulation, and micro-/nanomanufacturing. In this paper, a force estimation strategy is proposed by comparing the practically measured displacement with the estimated free one without external forces, when subjecting to any given actuation voltages. To have an accurate prediction of the free displacement relating to the actuation voltage, an improved fractional order model is proposed. With this model, the system response is decomposed into a basic linear component and a nonlinear hysteresis component, and the extracted hysteresis is then described by an ordinary fractional order differential model using a modified voltage signal as the model input, which extracts a linear time-delay component from the original voltage. Comparative study with other two differential type hysteresis models are experimentally conducted on a piezo-actuated bridge-type compliant mechanism, demonstrating well the effectiveness and superiority of the proposed model for both system response modeling and external force estimation. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:296 / 306
页数:11
相关论文
共 50 条
  • [31] IDENTIFICATION OF ASYMMETRIC BOUC-WEN MODEL BASED ON GA ALGORITHM FOR A PIEZO-ACTUATED STAGE
    Shen, Xin
    Zhao, Jianguo
    Xiao, Qing
    Zhang, Quan
    Peng, Yan
    PROCEEDINGS OF THE 2019 14TH SYMPOSIUM ON PIEZOELECTRCITY, ACOUSTIC WAVES AND DEVICE APPLICATIONS (SPAWDA19), 2019, : 81 - 86
  • [32] Adaptation-Enhanced Model-Based Control with Charge Feedback for Piezo-Actuated Stage
    Yeh, Yi-Liang
    Yen, Jia-Yush
    Wu, Chi-Ju
    ASIAN JOURNAL OF CONTROL, 2020, 22 (01) : 104 - 116
  • [33] Reference-Adaptation Predictive Control Based on a Deep Parallel Model for Piezo-Actuated Stages
    Dong, Fei
    Wang, Xinyu
    Hu, Qinglei
    Zhong, Jianpeng
    You, Keyou
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2024,
  • [34] Improving Delay-Margin of Noncollocated Vibration Control of Piezo-Actuated Flexible Beams via a Fractional-Order Controller
    Sangpet, Teerawat
    Kuntanapreeda, Suwat
    Schmidt, Ruediger
    SHOCK AND VIBRATION, 2014, 2014
  • [35] Robust μ-Synthesis With Dahl Model Based Feedforward Compensator Design for Piezo-Actuated Micropositioning Stage
    Ahmad, Irfan
    Ali, Mahmoud A.
    Ko, Wonsuk
    IEEE ACCESS, 2020, 8 : 141799 - 141813
  • [36] Design, Pseudostatic Model, and PVDF-Based Motion Sensing of a Piezo-Actuated XYZ Flexure Manipulator
    Ling, Mingxiang
    Cao, Junyi
    Li, Qisheng
    Zhuang, Jian
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2018, 23 (06) : 2837 - 2848
  • [37] A Novel Fractional Order Model for the Dynamic Hysteresis of Piezoelectrically Actuated Fast Tool Servo
    Zhu, Zhiwei
    Zhou, Xiaoqin
    MATERIALS, 2012, 5 (12) : 2465 - 2485
  • [38] A self-adaption compensation control for hysteresis nonlinearity in piezo-actuated stages based on Pi-sigma fuzzy neural network
    Xu, Rui
    Zhou, Miaolei
    SMART MATERIALS AND STRUCTURES, 2018, 27 (04)
  • [39] Redundantly piezo-actuated XYθz compliant mechanism for nano-positioning featuring simple kinematics, bi-directional motion and enlarged workspace
    Zhu, Wu-Le
    Zhu, Zhiwei
    To, Suet
    Liu, Qiang
    Ju, Bing-Feng
    Zhou, Xiaoqin
    SMART MATERIALS AND STRUCTURES, 2016, 25 (12)
  • [40] Data-Driven Adaptive Control With Hopfield Neural Network-Based Estimator for Piezo-Actuated Stage With Unknown Hysteresis Input
    Zhou, Miaolei
    Zhang, Yuhe
    Wang, Yifan
    Yu, Yewei
    Su, Liangcai
    Zhang, Xiuyu
    Su, Chun-Yi
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 72