Input-output linearizing nonlinear model predictive control

被引:26
|
作者
Soroush, M [1 ]
Soroush, HM
机构
[1] Drexel Univ, Dept Chem Engn, Philadelphia, PA 19104 USA
[2] Kuwait Univ, Dept Stat & Operat Res, Kuwait, Kuwait
关键词
D O I
10.1080/002071797223118
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Continuous-time nonlinear feedback control of multivariable processes with dead-times is considered. The problem of deadtime compensation for a class of nonlinear multivariable processes is solved. The nonlinear controllers are derived by using two conceptually different approaches, a differential geometric approach and a model predictive approach. The model predictive approach uses shortest prediction horizons which allow one to establish the connections between model predictive control and input-output linearization. These two approaches lead to identical feedback controllers when there are no constraints or when the characteristic (decoupling) matrix of process can be made diagonal by manipulated-input/controlled-output rearrangements. Connections between the derived controllers and the linear internal model control are established. The application and performance of one of the derived nonlinear controllers is illustrated by a reactor example.
引用
收藏
页码:1449 / 1473
页数:25
相关论文
共 50 条
  • [21] Decoupling control of doubly fed induction generator using input-output linearizing method
    Zhang, Lu-Hua
    Guo, Jia-Hu
    Cai, Xu
    Cheng, Meng-Zeng
    Cao, Yun-Feng
    Wu, Jing-Zhi
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2009, 29 (SUPPL. 1): : 197 - 203
  • [22] Advanced Nonlinear Control: Input-Output and Lyapunov Approaches
    Jiang, Zhong-Ping
    2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 38 - 39
  • [23] On the Construction of a Stabilizing Control in Input-Output Model
    Dorofeev, B. V.
    2014 INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGIES IN PHYSICAL AND ENGINEERING APPLICATIONS (ICCTPEA), 2014, : 39 - 40
  • [24] ON A NONLINEAR INPUT-OUTPUT SYSTEM
    OKUGUCHI, K
    SZIDAROVSZKY, F
    MATHEMATICAL SOCIAL SCIENCES, 1987, 13 (03) : 277 - 281
  • [25] NONLINEAR INPUT-OUTPUT MODELING
    PEARSON, RK
    JOURNAL OF PROCESS CONTROL, 1995, 5 (04) : 197 - 211
  • [26] Existence of global input-output model for nonlinear systems
    Xiang, C
    2005 International Conference on Control and Automation (ICCA), Vols 1 and 2, 2005, : 125 - 130
  • [27] A NONLINEAR SUPPLY-DRIVEN INPUT-OUTPUT MODEL
    Sharify, Nooraddin
    PRAGUE ECONOMIC PAPERS, 2018, 27 (04): : 494 - 502
  • [28] A Tracking Model Predictive Control for Input-Output LPV Systems using Parameter Extrapolation
    Morato, Marcelo M.
    Normey-Rico, Julio E.
    Sename, Olivier
    IFAC PAPERSONLINE, 2022, 55 (35): : 55 - 60
  • [29] A Gaussian Process Based Model Predictive Controller for Nonlinear Systems with Uncertain Input-output Delay
    Shen, Gang
    Cao, Yu
    ADVANCES IN MECHATRONICS AND CONTROL ENGINEERING II, PTS 1-3, 2013, 433-435 : 1015 - 1020
  • [30] Adaptive input-output feedback linearizing yaw plane control of BAUV using dorsal fins
    Narasimhan, Mukund
    Singh, Sahjendra N.
    OCEAN ENGINEERING, 2006, 33 (11-12) : 1413 - 1430