Full Form Dynamic Linearization Controller Based Data-driven Model Free Adaptive Control

被引:0
|
作者
Zhu, Yuanming [1 ]
Hou, Zhongsheng [2 ]
Jin, Shangtai [2 ]
机构
[1] E China Univ Sci & Technol, Minist Educ, Key Lab Adv Control & Optimizat Chem Proc, Shanghai 200237, Peoples R China
[2] Beijing Jiaotong Univ, Adv Control Syst Lab, Beijing 100044, Peoples R China
关键词
Dynamic Linezirization; Data-driven; Model Free Adaptive Control; Nonlinear System; SYSTEM;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a data-driven model free adaptive control method based on full form dynamic linearization controller. In this framework, the controller structure is designed by the full form dynamic linearization technique on the ideal controller, and its parameters are online optimized using input and output data or the plant through the simple projection algorithm, where the accurate plant model is not required. The effectiveness of the proposed method is verified by numerical simulations.
引用
收藏
页码:1032 / 1037
页数:6
相关论文
共 50 条
  • [1] Stability Analysis of Full Form Dynamic Linearization Controller Based Data-driven Model Free Adaptive Control
    Zhu, Yuanming
    Jin, Shangtai
    [J]. PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 5755 - 5760
  • [2] Controller Compact Form Dynamic Linearization Based Model Free Adaptive Control
    Zhu, Yuanming
    Hou, Zhongsheng
    [J]. 2012 IEEE 51ST ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2012, : 4817 - 4822
  • [3] A Data-Driven Iterative Learning Control Framework Based on Controller Dynamic Linearization
    Hou, Zhongsheng
    Yu, Xian
    Yin, Chenkun
    [J]. 2018 ANNUAL AMERICAN CONTROL CONFERENCE (ACC), 2018, : 5588 - 5593
  • [4] Data-driven Adaptive Iterative Learning Control Based on a Local Dynamic Linearization
    Zhang, Shuhua
    Hui, Yu
    Chi, Ronghu
    [J]. PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS), 2018, : 184 - 188
  • [5] Dynamic Linearization and Extended State Observer-Based Data-Driven Adaptive Control
    Chi, Ronghu
    Guo, Xiaolin
    Lin, Na
    Huang, Biao
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 53 (11): : 6805 - 6814
  • [6] Data-Driven Adaptive Control: An Incremental Triangular Dynamic Linearization Approach
    Pang, Zhong-Hua
    Ma, Biao
    Liu, Guo-Ping
    Han, Qing-Long
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2022, 69 (12) : 4949 - 4953
  • [7] Full Form Dynamic Linearization Based Data-driven MFAC for a Class of Discrete-time Nonlinear Systems
    Li, Yongqiang
    Hou, Zhongsheng
    Liu, Xiangbin
    [J]. 2011 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, 2011, : 127 - 132
  • [8] Research on Application of Boost Converter Based on Data-driven Full-format Model-free Adaptive Controller
    He Lihong
    Li Ke
    Wang Hongyu
    [J]. PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 464 - 467
  • [9] An Overview of Dynamic-Linearization-Based Data-Driven Control and Applications
    Hou, Zhongsheng
    Chi, Ronghu
    Gao, Huijun
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 64 (05) : 4076 - 4090
  • [10] Design of quadcopter attitude controller based on data-driven model-free adaptive sliding mode control
    Yongjun, Ding
    Jianhong, Wang
    Jinlong, Zhang
    Xi, Luo
    [J]. INTERNATIONAL JOURNAL OF DYNAMICS AND CONTROL, 2024, 12 (05) : 1404 - 1414