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
来源
2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC) | 2015年
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
    PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 5755 - 5760
  • [2] Data-driven Adaptive Iterative Learning Control Based on a Local Dynamic Linearization
    Zhang, Shuhua
    Hui, Yu
    Chi, Ronghu
    PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS), 2018, : 184 - 188
  • [3] Full Form Dynamic Linearization Based Data-driven MFAC for a Class of Discrete-time Nonlinear Systems
    Li, Yongqiang
    Hou, Zhongsheng
    Liu, Xiangbin
    2011 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, 2011, : 127 - 132
  • [4] Research on Application of Boost Converter Based on Data-driven Full-format Model-free Adaptive Controller
    He Lihong
    Li Ke
    Wang Hongyu
    PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 464 - 467
  • [5] A Robust Sliding-Mode Based Data-Driven Model-Free Adaptive Controller
    Corradini, M. L.
    IEEE CONTROL SYSTEMS LETTERS, 2022, 6 : 421 - 427
  • [6] A data-driven model-free adaptive controller with application to wind turbines
    Corradini, M. L.
    Ippoliti, G.
    Orlando, G.
    Corona, D.
    ISA TRANSACTIONS, 2023, 136 : 267 - 274
  • [7] Model-Free Adaptive Control Based on Local Dynamic Linearization
    Chi, Ronghu
    Zhang, Shuhua
    Hui, Yu
    PROCEEDINGS OF THE 30TH CHINESE CONTROL AND DECISION CONFERENCE (2018 CCDC), 2018, : 1552 - 1556
  • [8] Data-driven Model Free Adaptive Control for a Class of Interconnected Systems
    Zhu, Yuanming
    Qiant, Feng
    Hou, Zhongsheng
    Jin, Shangtai
    2015 10TH ASIAN CONTROL CONFERENCE (ASCC), 2015,
  • [9] Data-Driven Model-Free Adaptive Control of Z-Source Inverters
    Asadi, Yasin
    Ahmadi, Amirhossein
    Mohammadi, Sasan
    Amani, Ali Moradi
    Marzband, Mousa
    Mohammadi-Ivatloo, Behnam
    SENSORS, 2021, 21 (22)
  • [10] Data-Driven Predictive Control for Grid-Forming Inverters With Enhanced Voltage Performance in Islanded Operation Based on Full-Form Dynamic-Linearization
    Huang, Yaopeng
    Chen, Alian
    Liu, Tong
    Ren, Qicai
    Cui, Yanjie
    Tang, Hong
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2025,