A combined PID/adaptive controller for a class of nonlinear systems

被引:35
|
作者
Huang, SN [1 ]
Tan, KK [1 ]
Lee, TH [1 ]
机构
[1] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 119260, Singapore
关键词
adaptive control; neural networks; nonlinear systems; PID control;
D O I
10.1016/S0005-1098(00)00195-3
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 robust control method for a class of nonlinear systems, based on a mixed PID/adaptive algorithm. The nonlinear system is considered as a second-order linear dominant model with an unmodeled dynamics that is possibly nonlinear and time-varying. The PID part of the controller is applied to stabilize the dominant model. The adaptive part of the controller is used to compensate for the deviation of the system characteristics from the dominant linear model for performance enhancement. The advantage of our controller is that it can cope with strong nonlinearities in the system without abandoning the PID controller which is well-known to many engineers. The proposed control scheme guarantees the boundedness of the system states and parameter estimation. An example is given to illustrate the effectiveness of the proposed controller. (C) 2001 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:611 / 618
页数:8
相关论文
共 50 条
  • [1] Adaptive PID Controller Design for Nonlinear Systems
    Nuella, Imma
    Cheng, Cheng
    Chiu, Min-Sen
    [J]. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2009, 48 (10) : 4877 - 4883
  • [2] Synchronization Adaptive Fuzzy Gain Scheduling PID Controller for a Class of MIMO Nonlinear Systems
    Ghavidel, Hesam Fallah
    Kalat, Ali Akbarzadeh
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2019, 27 (04) : 515 - 535
  • [3] Adaptive dual controller for a class of nonlinear systems
    Sbarbaro, D
    Filatov, NM
    Unbehauen, H
    [J]. ADAPTIVE SYSTEMS IN CONTROL AND SIGNAL PROCESSING 1998, 2000, : 29 - 34
  • [4] Adaptive fuzzy controller for a class of nonlinear systems
    Han, Hugang
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2005, 1 (04): : 727 - 742
  • [5] Adaptive PID controller for nonlinear systems with H∞ tracking performance
    Ho, HF
    Wong, YK
    Rad, AB
    [J]. 2003 INTERNATIONAL CONFERENCE PHYSICS AND CONTROL, VOLS 1-4, PROCEEDINGS: VOL 1: PHYSICS AND CONTROL: GENERAL PROBLEMS AND APPLICATIONS; VOL 2: CONTROL OF OSCILLATIONS AND CHAOS; VOL 3: CONTROL OF MICROWORLD PROCESSES. NANO- AND FEMTOTECHNOLOGIES; VOL 4: NONLINEAR DYNAMICS AND CONTROL, 2003, : 1315 - 1319
  • [6] DESIGN OF OBSERVER BASED ADAPTIVE PID CONTROLLER FOR NONLINEAR SYSTEMS
    Yao, Leehter
    Wen, Hong-Kang
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2013, 9 (02): : 667 - 677
  • [9] Adaptive controller and observer design for a class of nonlinear systems
    Zhu, YL
    Pagilla, PR
    [J]. 42ND IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-6, PROCEEDINGS, 2003, : 1687 - 1692
  • [10] Adaptive controller and observer design for a class of nonlinear systems
    Zhu, Yongliang
    Pagilla, Prabhakar R.
    [J]. JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2006, 128 (03): : 712 - 717