工业应用模糊逻辑控制器的设计与实现

L. Mastacan, Catalin Dosoftei
{"title":"工业应用模糊逻辑控制器的设计与实现","authors":"L. Mastacan, Catalin Dosoftei","doi":"10.1109/ICEPE.2014.6969873","DOIUrl":null,"url":null,"abstract":"Fuzzy logic controllers (FLCs) utilize fuzzy logic to convert the linguistic control strategy based on expert knowledge into an automatic control strategy. The dynamic of nonlinear processes can be easy controlled using FLCs. The paper presents a method to design the structure of a fuzzy logic controller (FLC) based on decision tables. To achieve the proposed FLC the mathematical models of the nonlinear processes are not necessary. All the FLC parameters can be on-line tuned. The performances of the proposed FLC are validated by experimental results on controlled processes with fast and slow dynamics.","PeriodicalId":271843,"journal":{"name":"2014 International Conference and Exposition on Electrical and Power Engineering (EPE)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Fuzzy logic controller design and implementation for industrial applications\",\"authors\":\"L. Mastacan, Catalin Dosoftei\",\"doi\":\"10.1109/ICEPE.2014.6969873\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Fuzzy logic controllers (FLCs) utilize fuzzy logic to convert the linguistic control strategy based on expert knowledge into an automatic control strategy. The dynamic of nonlinear processes can be easy controlled using FLCs. The paper presents a method to design the structure of a fuzzy logic controller (FLC) based on decision tables. To achieve the proposed FLC the mathematical models of the nonlinear processes are not necessary. All the FLC parameters can be on-line tuned. The performances of the proposed FLC are validated by experimental results on controlled processes with fast and slow dynamics.\",\"PeriodicalId\":271843,\"journal\":{\"name\":\"2014 International Conference and Exposition on Electrical and Power Engineering (EPE)\",\"volume\":\"30 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-12-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 International Conference and Exposition on Electrical and Power Engineering (EPE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICEPE.2014.6969873\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 International Conference and Exposition on Electrical and Power Engineering (EPE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEPE.2014.6969873","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

摘要

模糊逻辑控制器利用模糊逻辑将基于专家知识的语言控制策略转化为自动控制策略。非线性过程的动态可以很容易地用FLCs控制。提出了一种基于决策表的模糊控制器结构设计方法。为了实现所提出的FLC,不需要非线性过程的数学模型。所有FLC参数都可以在线调谐。实验结果验证了FLC在快慢动态控制过程中的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy logic controller design and implementation for industrial applications
Fuzzy logic controllers (FLCs) utilize fuzzy logic to convert the linguistic control strategy based on expert knowledge into an automatic control strategy. The dynamic of nonlinear processes can be easy controlled using FLCs. The paper presents a method to design the structure of a fuzzy logic controller (FLC) based on decision tables. To achieve the proposed FLC the mathematical models of the nonlinear processes are not necessary. All the FLC parameters can be on-line tuned. The performances of the proposed FLC are validated by experimental results on controlled processes with fast and slow dynamics.
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