Non-fragile observer-based output feedback control for polytopic uncertain system under distributed model predictive control approach

被引:20
|
作者
Zhu, Kaiqun [1 ]
Song, Yan [1 ]
Zhang, Sunjie [1 ]
Zhong, Zhaozhun [2 ]
机构
[1] Univ Shanghai Sci & Technol, Key Lab Modern Opt Syst, Dept Control Sci & Engn, Shanghai, Peoples R China
[2] Soochow Univ, Sch Iron & Steel, Suzhou, Jiangsu, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Distributed model predictive control; non-fragile; observer-based output feedback control; convex constraints; H-INFINITY CONTROL; LINEAR-SYSTEMS; STABILITY; ALGORITHM; DELAYS; FUTURE; MPC;
D O I
10.1080/00207721.2017.1295329
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a non-fragile observer-based output feedback control problem for the polytopic uncertain system under distributed model predictive control (MPC) approach is discussed. By decomposing the global system into some subsystems, the computation complexity is reduced, so it follows that the online designing time can be saved.Moreover, an observer-based output feedback control algorithm is proposed in the framework of distributed MPC to deal with the difficulties in obtaining the states measurements. In this way, the presented observer-based output-feedback MPC strategy is more flexible and applicable in practice than the traditional state-feedback one. What is more, the non-fragility of the controller has been taken into consideration in favour of increasing the robustness of the polytopic uncertain system. After that, a sufficient stability criterion is presented by using Lyapunov-like functional approach, meanwhile, the corresponding control law and the upper bound of the quadratic cost function are derived by solving an optimisation subject to convex constraints. Finally, some simulation examples are employed to show the effectiveness of the method.
引用
收藏
页码:1891 / 1901
页数:11
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