Nonlinear control system for a nonlinear time-varying plant

M. Uchida, H. Nakamura, Y. Toyota
{"title":"Nonlinear control system for a nonlinear time-varying plant","authors":"M. Uchida, H. Nakamura, Y. Toyota","doi":"10.1109/IECON.1993.339440","DOIUrl":null,"url":null,"abstract":"The output of a nonlinear plant varies according to the initial state of the plant. Therefore, if one tries to make the plant output track a reference output exactly, one must identify initial states and parameters of the plant, and synthesize control signals by taking account of the effect of the initial states of the plant. In this paper the authors propose a quick identification method which can identify initial states of the nonlinear plant as well as the time varying parameters, and propose a nonlinear robust controller, consisting of a simulator, that is, a physical model of the plant with the same structure as the object plant, with a computing predictor network which predicts dynamics of the plant from the information of internal states of the simulator. Validity of the proposed control system was verified by a simulation study in which an arbitrary control performance of the system for a nonlinear time-varying plant was verified.<<ETX>>","PeriodicalId":132101,"journal":{"name":"Proceedings of IECON '93 - 19th Annual Conference of IEEE Industrial Electronics","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1993-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of IECON '93 - 19th Annual Conference of IEEE Industrial Electronics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IECON.1993.339440","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

Abstract

The output of a nonlinear plant varies according to the initial state of the plant. Therefore, if one tries to make the plant output track a reference output exactly, one must identify initial states and parameters of the plant, and synthesize control signals by taking account of the effect of the initial states of the plant. In this paper the authors propose a quick identification method which can identify initial states of the nonlinear plant as well as the time varying parameters, and propose a nonlinear robust controller, consisting of a simulator, that is, a physical model of the plant with the same structure as the object plant, with a computing predictor network which predicts dynamics of the plant from the information of internal states of the simulator. Validity of the proposed control system was verified by a simulation study in which an arbitrary control performance of the system for a nonlinear time-varying plant was verified.<>
非线性时变对象的非线性控制系统
非线性系统的输出随系统的初始状态而变化。因此,如果要使植物输出准确地跟踪参考输出,就必须识别植物的初始状态和参数,并综合考虑植物初始状态的影响来合成控制信号。本文提出了一种能够识别非线性对象初始状态和时变参数的快速辨识方法,并提出了一种非线性鲁棒控制器,该控制器由模拟器(即与目标对象具有相同结构的对象的物理模型)和计算预测网络(根据模拟器内部状态信息预测对象的动态)组成。通过仿真研究验证了该控制系统对非线性时变对象的任意控制性能的有效性
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信