LMI-based robust adaptive neural network control for Euler-Bernoulli beam with uncertain parameters and disturbances

被引:4
作者
Xing, Xueyan [1 ]
Yang, Hongjun [2 ]
Liu, Jinkun [1 ]
Wang, Shuquan [3 ]
机构
[1] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing, Peoples R China
[2] Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing, Peoples R China
[3] Technol & Engn Ctr Space Utilizat, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Distributed parameter systems; boundary control; LMIs; robust adaptive neural network control; VIBRATION CONTROL; CONTROL DESIGN; STRING SYSTEM; MANIPULATOR; BOUNDARY;
D O I
10.1080/00207179.2020.1775306
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 is concerned with the stabilisation problem of an Euler-Bernoulli beam with uncertain parameters and disturbances. To correctly represent the beam's behaviour, the partial differential equations model is utilised for the control design of the beam without missing any high-order mode information. Then the linear matrix inequalities (LMIs) method is applied to the robust adaptive neural network control design to cope with systematic uncertainties and stabilise the beam system with disturbance compensation. Through resolving LMIs, feasible sets of designed control parameters can be effectively obtained without model linearisation. Finally, numerical simulations are done to validate the effectiveness of the proposed control.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 46 条
  • [31] Disturbance Observer-Based Adaptive Neural Network Output Feedback Control for Uncertain Nonlinear Systems
    Lian, Yuxiao
    Xia, Jianwei
    Park, Ju H.
    Sun, Wei
    Shen, Hao
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 34 (10) : 7260 - 7270
  • [32] Design of Robust Adaptive Controller for Industrial Robot Based on Sliding Mode Control and Neural Network
    Chuyen, Tran Duc
    Van Doan, Hoa
    Van Minh, Pham
    Thong, Vu Viet
    INTERNATIONAL JOURNAL OF MECHANICAL ENGINEERING AND ROBOTICS RESEARCH, 2023, 12 (03): : 145 - 150
  • [33] Neural network-based safe optimal robust control for affine nonlinear systems with unmatched disturbances q
    Qin, Chunbin
    Wang, Jinguang
    Zhu, Heyang
    Zhang, Jishi
    Hu, Shaolin
    Zhang, Dehua
    NEUROCOMPUTING, 2022, 506 : 228 - 239
  • [34] Robust adaptive fault-tolerant control using RBF-based neural network for a rigid-flexible robotic system with unknown control direction
    Wang, Haoping
    Zhou, Xingyu
    Tian, Yang
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2022, 32 (03) : 1272 - 1302
  • [35] Nonsingular Fast Terminal Sliding Mode Control of Uncertain Robotic Manipulator System Based on Adaptive Fuzzy Wavelet Neural Network
    Liu, Wenqi
    Liu, Lihong
    Zhang, Dan
    Cheng, Jun
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2024, : 898 - 911
  • [36] Adaptive fuzzy neural network-based finite time prescribed performance control for uncertain robotic systems with actuator saturation
    Liu, Zhuang
    Zhao, Yue
    Zhang, Ouyang
    Gao, Yabin
    Liu, Jianxing
    NONLINEAR DYNAMICS, 2024, 112 (14) : 12171 - 12190
  • [37] RBF-Neural-Network-Based Adaptive Robust Control for Nonlinear Bilateral Teleoperation Manipulators With Uncertainty and Time Delay
    Chen, Zheng
    Huang, Fanghao
    Sun, Weichao
    Gu, Jason
    Yao, Bin
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2020, 25 (02) : 906 - 918
  • [38] Neural Network-based Robust Anti-sway Control of an Industrial Crane Subjected to Hoisting Dynamics and Uncertain Hydrodynamic Forces
    Kim, Gyoung-Hahn
    Pham, Phuong-Tung
    Ngo, Quang Hieu
    Nguyen, Quoc Chi
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2021, 19 (05) : 1953 - 1961
  • [39] A novel adaptive neural network-based time-delayed estimation control for nonlinear systems subject to disturbances and unknown dynamics
    Truong, Hoai Vu Anh
    Nguyen, Manh Hung
    Tran, Duc Thien
    Ahn, Kyoung Kwan
    ISA TRANSACTIONS, 2023, 142 : 214 - 227
  • [40] A Novel Neural Network-Based Robust Adaptive Formation Control for Cooperative Transport of a Payload Using Two Underactuated Quadcopters
    Ccari, Luis F. Canaza
    Yanyachi, Pablo Raul
    IEEE ACCESS, 2023, 11 : 36015 - 36028