Nonlinear Modeling and Parameter Identification of Hysteresis Characteristics on Piezoelectric Actuator Based on LS-SVM

被引:0
|
作者
基于最小二乘支持向量机的压电作动器 迟滞非线性建模及参数辨识
机构
[1] Qian, Cheng
[2] Hu, Hongsheng
来源
Hu, Hongsheng (hhs999@mail.zjxu.edu.cn) | 2018年 / Chinese Mechanical Engineering Society卷 / 29期
关键词
D O I
10.3969/j.issn.1004-132X.2018.07.013
中图分类号
学科分类号
摘要
Piezoelectric actuators
引用
收藏
相关论文
共 50 条
  • [1] Modeling and Parameter Identification of the MR Damper Based on LS-SVM
    Qian, Cheng
    Yin, Xiaoliang
    Ouyang, Qing
    [J]. INTERNATIONAL JOURNAL OF AEROSPACE ENGINEERING, 2021, 2021
  • [2] A LS-SVM Modeling Approach for Nonlinear Distributed Parameter Processes
    Qi, Chenkun
    Li, Han-Xiong
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 569 - 574
  • [3] Hysteresis Modeling and Parameter Identification of an Encapsulated Piezoelectric Actuator
    Zhang, Yang
    Chen, Zhaobo
    Jiao, Yinghou
    Wei, Yuan
    [J]. PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2015, VOL 4B, 2016,
  • [4] Blind nonlinear system identification based on LS-SVM
    Zhu, Yanfei
    Zhang, Yun
    Tan, Hongzhou
    Li, Zhonghua
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2006, 13 : 658 - 661
  • [5] Online LS-SVM based nonlinear system identification
    Qian Zhang
    [J]. DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES A-MATHEMATICAL ANALYSIS, 2006, 13 : 1008 - 1011
  • [6] A Multi-Loop Hysteresis Model of Piezo Actuator Based on LS-SVM
    Yang Xue-feng
    Li Wei
    Wang Yu-qiao
    Su Xiu-ping
    [J]. 7TH INTERNATIONAL CONFERENCE ON SYSTEM SIMULATION AND SCIENTIFIC COMPUTING ASIA SIMULATION CONFERENCE 2008, VOLS 1-3, 2008, : 1451 - +
  • [7] A New Modeling Method for Nonlinear Rate-Dependent Hysteresis System Based on LS-SVM
    Lei, Wei
    Mao, Jianqin
    Ma, Yanhua
    [J]. 2008 10TH INTERNATIONAL CONFERENCE ON CONTROL AUTOMATION ROBOTICS & VISION: ICARV 2008, VOLS 1-4, 2008, : 1442 - 1446
  • [8] Robust Spatiotemporal LS-SVM Modeling for Nonlinear Distributed Parameter System With Disturbance
    Lu, Xinjiang
    Zou, Wei
    Huang, Minghui
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 64 (10) : 8003 - 8012
  • [9] MODEL PREDICTIVE CONTROL FOR NONLINEAR DISTRIBUTED PARAMETER SYSTEMS BASED ON LS-SVM
    Ai, Ling
    San, Ye
    [J]. ASIAN JOURNAL OF CONTROL, 2013, 15 (05) : 1407 - 1416
  • [10] Generalization of Parameter Selection of SVM and LS-SVM for Regression
    Zeng, Jiye
    Tan, Zheng-Hong
    Matsunaga, Tsuneo
    Shirai, Tomoko
    [J]. MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2019, 1 (02): : 745 - 755