|本期目录/Table of Contents|

[1]武俊峰,王世明.一种基于模糊控制的两步法预测控制方法[J].电机与控制学报,2010,(07):75-80.
 WU Jun-feng,WANG Shi-ming.Research method on a two-step general predictive control based on fuzzy control[J].,2010,(07):75-80.
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一种基于模糊控制的两步法预测控制方法(PDF)
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《电机与控制学报》[ISSN:1007-449X/CN:23-1 408/TM]

卷:
期数:
2010年07
页码:
75-80
栏目:
出版日期:
2010-08-07

文章信息/Info

Title:
Research method on a two-step general predictive control based on fuzzy control
作者:
武俊峰; 王世明;
哈尔滨理工大学自动化学院;
Author(s):
WU Jun-feng; WANG Shi-ming
Automatic Institute; Harbin University of Science and Technology; Harbin 150080; China
关键词:
两步法预测控制 模糊控制 Hammerstein模型 非线性系统 广义预测控制
Keywords:
two-step predictive control fuzzy control Hammerstein model non-linear system general predictive control
分类号:
TP273.4
DOI:
-
文献标志码:
A
摘要:
应用于工业的预测控制系统往往局限于线性系统,而针对实际生产中绝大多数的非线性系统却不能实现输出量跟踪。为了实现非线性系统的实际输出值能够跟随期望输出值,研究一种基于模糊控制的两步法预测控制方法。根据预测控制求解的中间变量ν与为了跟随期望输出实际作用于系统的控制量u之间的对应关系,设计相应的模糊规则,确立模糊输入、输出及相应隶属度函数,从而建立模糊控制器,解决了采用Hammerstein模型时,由于静态非线性环节的难于求解实际控制量的弊端。通过仿真实例与传统求解非线性方程组算法对比突出说明了该方法在稳定性与鲁棒性上的控制优势。
Abstract:
Applications of predictive control for industry are often limited to linear systems,and are mis-functioned on the vast majority of non-linear systems which can not realize tracking desired system out-puts.In order to realize that real output values of nonlinear systems can follow the desired output values,this paper conducted a research by a two-step method of predictive control on nonlinear systems based on fuzzy control,designsed the correspondent fuzzy rules,confirmed the fuzzy inputs and outputs as well...

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备注/Memo

备注/Memo:
国家自然科学基金(50975068); 教育部高校博士点专项基金(20060214004); 哈尔滨市优秀学科带头人基金(2009RFXXG032); 哈尔滨市科技创新人才专项基金(优秀学科带头人)(2009RFXXG032)
更新日期/Last Update: 2010-10-20