用模拟退火法设计定阶最优鲁棒控制器

H. Kaur, S. Narayan
{"title":"用模拟退火法设计定阶最优鲁棒控制器","authors":"H. Kaur, S. Narayan","doi":"10.1109/INDCON.2008.4768750","DOIUrl":null,"url":null,"abstract":"Mathematical models of the plant, in general, are not accurate. The errors in model give rise to model uncertainty. The robust design techniques take care of this. H infin- theory facilitates design of controller using H infin- norm which provides robustness properties. Then a cost function or performance index is selected that represents the quality of the system performance. After a controller structure, a cost function and some constraints have been specified, the problem is posed as nonlinear optimization problem which is solved using the simulated annealing algorithm due to Corona et. al. M-files using MATLAB programming are written for the design and analysis for the design example.","PeriodicalId":196254,"journal":{"name":"2008 Annual IEEE India Conference","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Design of fixed order optimal robust controller using simulated annealing\",\"authors\":\"H. Kaur, S. Narayan\",\"doi\":\"10.1109/INDCON.2008.4768750\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Mathematical models of the plant, in general, are not accurate. The errors in model give rise to model uncertainty. The robust design techniques take care of this. H infin- theory facilitates design of controller using H infin- norm which provides robustness properties. Then a cost function or performance index is selected that represents the quality of the system performance. After a controller structure, a cost function and some constraints have been specified, the problem is posed as nonlinear optimization problem which is solved using the simulated annealing algorithm due to Corona et. al. M-files using MATLAB programming are written for the design and analysis for the design example.\",\"PeriodicalId\":196254,\"journal\":{\"name\":\"2008 Annual IEEE India Conference\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2008-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2008 Annual IEEE India Conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/INDCON.2008.4768750\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 Annual IEEE India Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INDCON.2008.4768750","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

一般来说,植物的数学模型是不准确的。模型的误差导致了模型的不确定性。健壮的设计技术可以解决这个问题。H -∞理论有助于利用H -∞范数设计具有鲁棒性的控制器。然后选择代表系统性能质量的成本函数或性能指标。在确定控制器结构、代价函数和约束条件后,将该问题转化为非线性优化问题,利用Corona等的模拟退火算法进行求解。利用MATLAB编程编写m文件进行设计,并对设计实例进行分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of fixed order optimal robust controller using simulated annealing
Mathematical models of the plant, in general, are not accurate. The errors in model give rise to model uncertainty. The robust design techniques take care of this. H infin- theory facilitates design of controller using H infin- norm which provides robustness properties. Then a cost function or performance index is selected that represents the quality of the system performance. After a controller structure, a cost function and some constraints have been specified, the problem is posed as nonlinear optimization problem which is solved using the simulated annealing algorithm due to Corona et. al. M-files using MATLAB programming are written for the design and analysis for the design example.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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:481959085
Book学术官方微信