Advances in Modeling and Control of Linear Parameter Varying Systems

被引:0
|
作者
Wang D.-F. [1 ,2 ]
Zhu W.-Q. [1 ]
机构
[1] Department of Automation, North China Electric Power University, Baoding
[2] Hebei Engineering Research Center of Simulation & Optimized Power Generation, North China Electric Power University, Baoding
来源
Zidonghua Xuebao/Acta Automatica Sinica | 2021年 / 47卷 / 04期
基金
中国国家自然科学基金;
关键词
Linear parameter varying (LPV) system; Model identification; Predictive control; Robust control; System modeling; Varying gain control;
D O I
10.16383/j.aas.c180718
中图分类号
学科分类号
摘要
Linear parameter varying (LPV) model has great advantages in describing the nonlinear and time-varying characteristics of practical systems. The LPV model can be used to solve the control problems of nonlinear systems by using some mature linear system control theories. In this paper, the research results of LPV system in recent years, such as model structure and modeling method, model parameter identification method, control method and application field, are summarized in an all-round way. Finally, the future research direction of LPV system modeling and control is prospected. Copyright © 2021 Acta Automatica Sinica. All rights reserved.
引用
收藏
页码:780 / 790
页数:10
相关论文
共 109 条
  • [61] Rotondo D, Puig V, Nejjari F, Witczak M., Automated generation and comparison of Takagi-Sugeno and polytopic quasi-LPV models, Fuzzy Sets and Systems, 277, pp. 44-64, (2015)
  • [62] Wu H M, Tafreshi R., Air-fuel ratio control of lean-burn SI engines using the LPV-based fuzzy technique, IET Control Theory & Applications, 12, 10, pp. 1414-1420, (2018)
  • [63] Hu Y, Liu J Z, Lin Z W., LPV T-S fuzzy gain scheduling control of WTGS below rated wind speed, Proceedings of the 26th Control and Decision Conference (2014 CCDC), pp. 3328-3333, (2014)
  • [64] Cui Ping, Robust Fault Estimation and Active Fault Tolerant Control for Linear Parameter Varying Systems, (2008)
  • [65] Houimli R, Bedioui N, Besbes M., An improved polytopic adaptive LPV observer design under actuator fault, International Journal of Control, Automation and Systems, 16, 1, pp. 168-180, (2018)
  • [66] Nguyen M Q, Sename O, Dugard L., An LPV fault tolerant control for semi-active suspension - scheduled by fault estimation, IFAC-PapersOnLine, 48, 21, pp. 42-47, (2015)
  • [67] Li Wen-Qiang, Ma Jian-Jun, Li Peng, Zheng Zhi-Qiang, Variable gain control based on LPV and the application in Aerospace, Aero Weaponry, 2, pp. 8-12, (2009)
  • [68] Xing-Feng Zhao, Research and Realization on Robustness Analysis of Flight Control Laws, (2014)
  • [69] He Yue-Bang, Research on Robust Nonlinear Control for Small-Scale Unmanned Helicopter, (2013)
  • [70] Yang Guan-Tong, Research on Modeling and Control of Morphing Flight Vehicles, (2015)