模糊伺服机构的变参数PD控制

N. Soufi, M. K. Moghaddam, S. S. Boroujeni, Ali Vahidifar
{"title":"模糊伺服机构的变参数PD控制","authors":"N. Soufi, M. K. Moghaddam, S. S. Boroujeni, Ali Vahidifar","doi":"10.4236/ICA.2014.53018","DOIUrl":null,"url":null,"abstract":"This \npaper presents the formulation of novel implementation method based on \nparameter varying PD controller for fuzzy servo controllers. This formulation \nuses the approximation of fuzzy nonlinear function including error and error \nderivation in operation point. Obtained fuzzy control law has been employed to \ncontrol angular position of servo using digital control technique applied to a \ntypical microcontroller like AVR. The performance and robustness of modified \nfuzzy controller in comparison with PID controller evaluated in no load, \napplied external disturbance with different magnitude conditions has been \nstudied. The simulation results showed that the proposed fuzzy controller has a \nconsiderable advantage in rise time, settling time and overshoot respect to PID \ncontroller when the servo system encounters with nonlinear features like \nsaturation and friction.","PeriodicalId":62904,"journal":{"name":"智能控制与自动化(英文)","volume":"05 1","pages":"156-169"},"PeriodicalIF":0.0000,"publicationDate":"2014-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"A Parameter Varying PD Control for Fuzzy Servo Mechanism\",\"authors\":\"N. Soufi, M. K. Moghaddam, S. S. Boroujeni, Ali Vahidifar\",\"doi\":\"10.4236/ICA.2014.53018\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This \\npaper presents the formulation of novel implementation method based on \\nparameter varying PD controller for fuzzy servo controllers. This formulation \\nuses the approximation of fuzzy nonlinear function including error and error \\nderivation in operation point. Obtained fuzzy control law has been employed to \\ncontrol angular position of servo using digital control technique applied to a \\ntypical microcontroller like AVR. The performance and robustness of modified \\nfuzzy controller in comparison with PID controller evaluated in no load, \\napplied external disturbance with different magnitude conditions has been \\nstudied. The simulation results showed that the proposed fuzzy controller has a \\nconsiderable advantage in rise time, settling time and overshoot respect to PID \\ncontroller when the servo system encounters with nonlinear features like \\nsaturation and friction.\",\"PeriodicalId\":62904,\"journal\":{\"name\":\"智能控制与自动化(英文)\",\"volume\":\"05 1\",\"pages\":\"156-169\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-07-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"智能控制与自动化(英文)\",\"FirstCategoryId\":\"1093\",\"ListUrlMain\":\"https://doi.org/10.4236/ICA.2014.53018\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"智能控制与自动化(英文)","FirstCategoryId":"1093","ListUrlMain":"https://doi.org/10.4236/ICA.2014.53018","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

摘要

提出了一种基于变参数PD控制器的模糊伺服控制器的实现方法。该公式采用了模糊非线性函数的逼近,包括误差和工作点的误差推导。将得到的模糊控制律应用于AVR等典型单片机,采用数字控制技术对伺服角度位置进行控制。研究了改进模糊控制器与PID控制器在空载、不同量级外部干扰条件下的性能和鲁棒性。仿真结果表明,当伺服系统遇到饱和、摩擦等非线性特征时,所提出的模糊控制器在上升时间、稳定时间和超调量方面都比PID控制器有较大的优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Parameter Varying PD Control for Fuzzy Servo Mechanism
This paper presents the formulation of novel implementation method based on parameter varying PD controller for fuzzy servo controllers. This formulation uses the approximation of fuzzy nonlinear function including error and error derivation in operation point. Obtained fuzzy control law has been employed to control angular position of servo using digital control technique applied to a typical microcontroller like AVR. The performance and robustness of modified fuzzy controller in comparison with PID controller evaluated in no load, applied external disturbance with different magnitude conditions has been studied. The simulation results showed that the proposed fuzzy controller has a considerable advantage in rise time, settling time and overshoot respect to PID controller when the servo system encounters with nonlinear features like saturation and friction.
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
243
×
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