Fuzzy logic predictive controller performance under variable time delay-a simulation study

S. Yaacob, R. Nagarajan, T. Kenneth
{"title":"Fuzzy logic predictive controller performance under variable time delay-a simulation study","authors":"S. Yaacob, R. Nagarajan, T. Kenneth","doi":"10.1109/NAFIPS.2002.1018037","DOIUrl":null,"url":null,"abstract":"In practice, phenol and formaldehyde are used to produce resin adhesives An unpredictable sudden heat is liberated by the nonlinear exothermal reaction even at room temperature. Classical PID control is one of the general solutions often applied in the industries to avoid temperature run-away and the consequent damage to expensive materials. However, due to the time varying nature of inherent time delay of the industrial plant, the PID method has been found to be a source of errors that affects the quality of the product. Therefore, in order to reduce the effect of inherent time delay, a predictive fuzzy logic control approach with adaptive loop is applied to the system. The paper discusses a detailed simulation study of the exothermal process based on experimental parameters using the MATLAB-SIMULINK toolbox.","PeriodicalId":348314,"journal":{"name":"2002 Annual Meeting of the North American Fuzzy Information Processing Society Proceedings. NAFIPS-FLINT 2002 (Cat. No. 02TH8622)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2002-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2002 Annual Meeting of the North American Fuzzy Information Processing Society Proceedings. NAFIPS-FLINT 2002 (Cat. No. 02TH8622)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NAFIPS.2002.1018037","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

In practice, phenol and formaldehyde are used to produce resin adhesives An unpredictable sudden heat is liberated by the nonlinear exothermal reaction even at room temperature. Classical PID control is one of the general solutions often applied in the industries to avoid temperature run-away and the consequent damage to expensive materials. However, due to the time varying nature of inherent time delay of the industrial plant, the PID method has been found to be a source of errors that affects the quality of the product. Therefore, in order to reduce the effect of inherent time delay, a predictive fuzzy logic control approach with adaptive loop is applied to the system. The paper discusses a detailed simulation study of the exothermal process based on experimental parameters using the MATLAB-SIMULINK toolbox.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
变时滞下模糊逻辑预测控制器性能的仿真研究
在实际应用中,苯酚和甲醛被用来生产树脂胶粘剂,即使在室温下,非线性放热反应也会释放出不可预测的突然热量。经典的PID控制是工业中常用的解决方案之一,以避免温度失控和由此造成的昂贵材料的损坏。然而,由于工业装置固有时滞的时变性质,人们发现PID方法是影响产品质量的误差来源。因此,为了降低系统固有时滞的影响,采用了一种带有自适应回路的预测模糊逻辑控制方法。本文利用MATLAB-SIMULINK工具箱对基于实验参数的放热过程进行了详细的仿真研究。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Fuzzy linear clustering for fabric selection from online database Fuzzy clustering in vision recognition applied in NAVI Fuzzy functions to select an optimal action in decision theory Fuzzy systems and soft O.R Conceptual fuzzy sets-based navigation system for Yahoo!
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1