华北科技学院学报
華北科技學院學報
화북과기학원학보
JOURNAL OF NORTH CHINA INSTITUTE OF SCIENCE AND TECHNOLOGY
2014年
6期
101-105
,共5页
Fuzzy推理建模%时变非线性系统%边缘线性化%HX方程%输入输出线性模型
Fuzzy推理建模%時變非線性繫統%邊緣線性化%HX方程%輸入輸齣線性模型
Fuzzy추리건모%시변비선성계통%변연선성화%HX방정%수입수출선성모형
modeling method based on fuzzy inference%time-varying nonlinear system%marginal lineariza-tion%HX equations%input-output nonlinear model
本文给出了二阶时变非线性系统的边缘线性化建模方法。该方法根据模糊插值机理将被控对象的模糊推理规则库依时间维度进行划分转化为变系数非线性微分方程。在每个时间间隔内,依据边缘线性化方法,将局部时空结构下的变系数非线性微分方程转化为了常系数线性微分方程,进而迁移到整体时空结构下则成为变系数线性时变微分方程。仿真实验表明,该方法具有较高的逼近精度,是对模糊推理建模的有效推广。
本文給齣瞭二階時變非線性繫統的邊緣線性化建模方法。該方法根據模糊插值機理將被控對象的模糊推理規則庫依時間維度進行劃分轉化為變繫數非線性微分方程。在每箇時間間隔內,依據邊緣線性化方法,將跼部時空結構下的變繫數非線性微分方程轉化為瞭常繫數線性微分方程,進而遷移到整體時空結構下則成為變繫數線性時變微分方程。倣真實驗錶明,該方法具有較高的逼近精度,是對模糊推理建模的有效推廣。
본문급출료이계시변비선성계통적변연선성화건모방법。해방법근거모호삽치궤리장피공대상적모호추리규칙고의시간유도진행화분전화위변계수비선성미분방정。재매개시간간격내,의거변연선성화방법,장국부시공결구하적변계수비선성미분방정전화위료상계수선성미분방정,진이천이도정체시공결구하칙성위변계수선성시변미분방정。방진실험표명,해방법구유교고적핍근정도,시대모호추리건모적유효추엄。
In this paper , the marginal linearization modeling is employed to the second order time -varying nonlinear system.Based on the fuzzy interpolation mechanism of fuzzy inference rule base , the nonlinear dif-ferential equations with variable coefficients are established , which use the time dimension to divide into some periods.In each time interval , based on the marginal linearization method , the local space -time structure nonlinear differential equations with variable coefficients transformed into the constant coefficient linear differ -ential equations.Migrated to the whole space-time structure is linear time -varying differential equation with variable coefficients.Simulation results show that the method has high approximation accuracy , and it is an ef-fective promotion for the fuzzy inference modeling.