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作者:

Ruan XiaoGang (Ruan XiaoGang.) | Hou XuYang (Hou XuYang.) | Ma HangYing (Ma HangYing.)

收录:

EI Scopus SCIE

摘要:

The model predictive control (MPC) strategy with a control Lyapunov function (CLF) as terminal cost is commonly used for its guaranteed stability. In most of the cases, CLF is locally designed, and the region of attraction is limited, especially when under control constraints. In this article, the stability and the region of attraction of constrained MPC that is applied to the discrete-time nonlinear system are explicitly analyzed. The region of feasibility is proposed to substitute the region of attraction, which greatly reduces the calculation burden of terminal constraints inequalities and guarantees the stability of the MPC algorithm. Also, the time-variant terminal weighted factor is proposed to improve the dynamic performance of the close-loop system. Explicit experiments verify the effectiveness and feasibility of the relative conclusions, which provide practically feasible ways to stabilize the unstable and/or fast-dynamic systems.

关键词:

control Lyapunov function region of attraction stability analysis constrained MPC discrete-time system

作者机构:

  • [ 1 ] [Ruan XiaoGang]Beijing Univ Technol, Dept Elect Informat & Control Engn, Beijing 100124, Peoples R China
  • [ 2 ] [Hou XuYang]Beijing Univ Technol, Dept Elect Informat & Control Engn, Beijing 100124, Peoples R China
  • [ 3 ] [Ma HangYing]Beijing Univ Technol, Dept Elect Informat & Control Engn, Beijing 100124, Peoples R China
  • [ 4 ] [Hou XuYang]Beijing Aerosp Control Instrument Res Inst, Beijing 100142, Peoples R China

通讯作者信息:

  • [Hou XuYang]Beijing Univ Technol, Dept Elect Informat & Control Engn, Beijing 100124, Peoples R China

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来源 :

SCIENCE CHINA-INFORMATION SCIENCES

ISSN: 1674-733X

年份: 2014

期: 11

卷: 57

8 . 8 0 0

JCR@2022

ESI学科: COMPUTER SCIENCE;

ESI高被引阀值:188

JCR分区:3

中科院分区:4

被引次数:

WoS核心集被引频次: 5

SCOPUS被引频次: 6

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

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