解析型模糊积分混合控制器参数整定方法研究

Shutian Liang, Wenda Liu, Dedong Meng
{"title":"解析型模糊积分混合控制器参数整定方法研究","authors":"Shutian Liang, Wenda Liu, Dedong Meng","doi":"10.1109/ICMCCE.2018.00018","DOIUrl":null,"url":null,"abstract":"This paper proposed the method of Analytic Type Fuzzy Integral Hybrid Control (ATFIHC)regarding the difficulties of realization of fuzzy control algorithm and the steady state error of the fuzzy control system. The parameter tuning equations of ATFIHC are obtained on the basis of the corresponding relations of parameters between the analytic fuzzy integral controller and the classic PID controller, then the grid search method was applied to obtain the coefficients of the parameter tuning equations. The result of simulation shows that the control effect of the ATFIHC is superior to the optimized PID controller in integral norms such as IAE, ISE, ITAE and control norms such as Overshoot and Response Time, and it is more adaptive to the changes of parameters and structure of the controlled objects.","PeriodicalId":198834,"journal":{"name":"2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"The Research on the Parameter Tuning Method of an Analytic Type Fuzzy Integral Hybrid Controller\",\"authors\":\"Shutian Liang, Wenda Liu, Dedong Meng\",\"doi\":\"10.1109/ICMCCE.2018.00018\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper proposed the method of Analytic Type Fuzzy Integral Hybrid Control (ATFIHC)regarding the difficulties of realization of fuzzy control algorithm and the steady state error of the fuzzy control system. The parameter tuning equations of ATFIHC are obtained on the basis of the corresponding relations of parameters between the analytic fuzzy integral controller and the classic PID controller, then the grid search method was applied to obtain the coefficients of the parameter tuning equations. The result of simulation shows that the control effect of the ATFIHC is superior to the optimized PID controller in integral norms such as IAE, ISE, ITAE and control norms such as Overshoot and Response Time, and it is more adaptive to the changes of parameters and structure of the controlled objects.\",\"PeriodicalId\":198834,\"journal\":{\"name\":\"2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMCCE.2018.00018\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 3rd International Conference on Mechanical, Control and Computer Engineering (ICMCCE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMCCE.2018.00018","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

摘要

针对模糊控制算法实现困难和模糊控制系统稳态误差大的问题,提出了解析型模糊积分混合控制方法。在分析模糊积分控制器与经典PID控制器参数对应关系的基础上,得到了ATFIHC的参数整定方程,并采用网格搜索法求出参数整定方程的系数。仿真结果表明,ATFIHC在IAE、ISE、ITAE等积分指标和超调量、响应时间等控制指标上的控制效果优于优化后的PID控制器,对被控对象参数和结构的变化具有更强的适应性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
The Research on the Parameter Tuning Method of an Analytic Type Fuzzy Integral Hybrid Controller
This paper proposed the method of Analytic Type Fuzzy Integral Hybrid Control (ATFIHC)regarding the difficulties of realization of fuzzy control algorithm and the steady state error of the fuzzy control system. The parameter tuning equations of ATFIHC are obtained on the basis of the corresponding relations of parameters between the analytic fuzzy integral controller and the classic PID controller, then the grid search method was applied to obtain the coefficients of the parameter tuning equations. The result of simulation shows that the control effect of the ATFIHC is superior to the optimized PID controller in integral norms such as IAE, ISE, ITAE and control norms such as Overshoot and Response Time, and it is more adaptive to the changes of parameters and structure of the controlled objects.
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
期刊最新文献
Design Method of Primary Transmitting Coil for Realizing Large Uniform Magnetic Field Distribution Coordinated Control of Vehicle Lane Change and Speed at Intersection under V2X Application of High-Voltage Electrical Energy Meter in Smart Grid A Method for Exponential Component Storage Effect Evaluation Based on Bayesian Inference An Enhanced TLD Algorithm Based on Sparse Representation
×
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