The Application of Fuzzy Predictive Control for Nonlinear Time-delay Systems

LIU Gui-ping; WU Jun-feng; WANG Shi-ming

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The Application of Fuzzy Predictive Control for Nonlinear Time-delay Systems

更新时间：2026-07-10

- The Application of Fuzzy Predictive Control for Nonlinear Time-delay Systems
- Vol. 15, Issue 2, Pages: 24-27(2010)
- 作者机构：
  
  哈尔滨理工大学自动化学院
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP273.4
- Published：2010
- 稿件说明：
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LIU Gui-ping, WU Jun-feng, WANG Shi-ming. The Application of Fuzzy Predictive Control for Nonlinear Time-delay Systems[J]. 2010, 15(2): 24-27.
DOI：

LIU Gui-ping, WU Jun-feng, WANG Shi-ming. The Application of Fuzzy Predictive Control for Nonlinear Time-delay Systems[J]. 2010, 15(2): 24-27. DOI：

摘要

针对工业控制系统中的非线性、时滞两大难题

结合预测控制中典型的动态矩阵控制(DMC)算法对时滞、模型失配、畸变、干扰等引起的不确定性能够及时得到弥补的优点以及T-S模糊模型对非线性系统良好描述的特性

将模糊控制与预测控制有机结合起来

根据被控对象工作点的变化实时选择模糊规则所对应的阶跃响应模型向量

结合DMC控制算法得到最优控制量

将基于线性系统建模的预测控制应用于非线性时滞系统控制中.

Abstract

This thesis focuses on two problems of non-linear and time-delay

makes the combination of fuzzy control and predictive control

combined with the advantage that uncertainties caused by time-delay

model mismatch

distortion and interference of Dynamic matrix Control(DMC) of typical predictive control algorithm can be made up timely and the characteristics that T-S fuzzy model can describe nonlinear system well.The model vector of step response which corresponds to fuzzy rules according to variable working inst...

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Related Institution

黑龙江八一农垦大学信息技术学院

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