CASIA OpenIR  > 09年以前成果
A proposal of SIRMs dynamically connected fuzzy inference model for plural input fuzzy control
Yi, JQ; Yubazaki, N; Hirota, K
2002
发表期刊FUZZY SETS AND SYSTEMS
卷号125期号:1页码:79-92
文章类型Article
摘要Single input rule modules (SIRMs) dynamically connected fuzzy inference model is proposed for plural input fuzzy control. For each input item, a SIRM is constructed and a dynamic importance degree is defined. The dynamic importance degree consists of a base value insuring the role of the input item through a control process, and a dynamic value changing with control situations to adjust the dynamic importance degree. Each dynamic value can be easily tuned based on the local information of current state. The model output is obtained by summarizing the products of the dynamic importance degree and the fuzzy inference result of each SIRM. The controller constructing method for constant value control systems is given, and constant value controls of typical first- and second-order lag plants are tested. The simulation results show that by using the proposed mode, the reaching time can be reduced by more than 15% without any steady-state error, overshoot, or vibration compared with the SIRMs fixed importance degree connected fuzzy inference model. The proposed model is further successfully applied to stabilization control of an inverted pendulum system including the position control of the cart. (C) 2002 Elsevier Science B.V. All rights reserved.
关键词Dynamic Importance Degree Fuzzy Control Fuzzy Inference Model Pendulum Process Control Sirm
WOS标题词Science & Technology ; Technology ; Physical Sciences
收录类别SCI
语种英语
WOS研究方向Computer Science ; Mathematics
WOS类目Computer Science, Theory & Methods ; Mathematics, Applied ; Statistics & Probability
WOS记录号WOS:000173160600005
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9861
专题09年以前成果
通讯作者Yi, JQ
作者单位1.Chinese Acad Sci, Inst Automat, Lab Complex Syst & Intelligent Sci, Beijing 100080, Peoples R China
2.Mycom Inc, Technol Res Ctr, Ukyo Ku, Kyoto 6168303, Japan
3.Tokyo Inst Technol, Interdisciplinary Grad Sch Sci & Engn, Midori Ku, Yokohama, Kanagawa 2268502, Japan
推荐引用方式
GB/T 7714
Yi, JQ,Yubazaki, N,Hirota, K. A proposal of SIRMs dynamically connected fuzzy inference model for plural input fuzzy control[J]. FUZZY SETS AND SYSTEMS,2002,125(1):79-92.
APA Yi, JQ,Yubazaki, N,&Hirota, K.(2002).A proposal of SIRMs dynamically connected fuzzy inference model for plural input fuzzy control.FUZZY SETS AND SYSTEMS,125(1),79-92.
MLA Yi, JQ,et al."A proposal of SIRMs dynamically connected fuzzy inference model for plural input fuzzy control".FUZZY SETS AND SYSTEMS 125.1(2002):79-92.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
2002 FSS - A proposa(234KB)期刊论文作者接受稿开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Yi, JQ]的文章
[Yubazaki, N]的文章
[Hirota, K]的文章
百度学术
百度学术中相似的文章
[Yi, JQ]的文章
[Yubazaki, N]的文章
[Hirota, K]的文章
必应学术
必应学术中相似的文章
[Yi, JQ]的文章
[Yubazaki, N]的文章
[Hirota, K]的文章
相关权益政策
暂无数据
收藏/分享
文件名: 2002 FSS - A proposal of SIRMs dynamically connected fuzzy inference model for plural input fuzzy control.pdf
格式: Adobe PDF
此文件暂不支持浏览
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。