Modeling and control of Takagi-Sugeno fuzzy hyperbolic model for a class of nonlinear systems | |
Li, Junmin1; Wang, Jiaxian1; Chen, Minglai(陈明徕)1,2; Li, JM (reprint author), Xidian Univ, Sch Math & Stat, Xian 710071, Shaanxi, Peoples R China. | |
作者部门 | 光电测量技术实验室 |
2017 | |
发表期刊 | JOURNAL OF INTELLIGENT & FUZZY SYSTEMS |
ISSN | 1064-1246 |
卷号 | 33期号:6页码:3265-3273 |
产权排序 | 2 |
摘要 | In this paper, a Takagi-Sugeno (T-S) fuzzy hyperbolic model is proposed for the fuzzy control of a class of nonlinear systems. The consequence of the proposed model is a hyperbolic tangent dynamic model, and it is employed to represent the nonlinear system. By constructing a new Lyapunov function, the stability conditions of the open-loop T-S fuzzy hyperbolic system are derived via linear matrix inequalities (LMIs). Then, the parallel distributed compensation (PDC) method is used to design a fuzzy hyperbolic controller, and the asymptotic stability conditions of the closed-loop system are formulated via LMIs. The main advantage of the control based on T-S fuzzy hyperbolic model is that it can achieve small control amplitude via "soft" constraint control approach. Finally, the effectiveness and advantage of the proposed schemes are illustrated by a mathematical constructive example and the Van de Vusse example. |
关键词 | Nonlinear Systems T-s Fuzzy Hyperbolic Model Small Control Amplitude Fuzzy Control Linear Matrix Inequalities (Lmis) |
学科领域 | Computer Science, Artificial Intelligence |
DOI | 10.3233/JIFS-161780 |
收录类别 | SCI ; EI |
语种 | 英语 |
WOS研究方向 | Computer Science |
WOS记录号 | WOS:000416842100010 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/29443 |
专题 | 光电跟踪与测量技术研究室 |
通讯作者 | Li, JM (reprint author), Xidian Univ, Sch Math & Stat, Xian 710071, Shaanxi, Peoples R China. |
作者单位 | 1.Xidian Univ, Sch Math & Stat, Xian 710071, Shaanxi, Peoples R China 2.Xian Inst Opt & Precis Mech CAS, Xian, Shaanxi, Peoples R China |
推荐引用方式 GB/T 7714 | Li, Junmin,Wang, Jiaxian,Chen, Minglai,et al. Modeling and control of Takagi-Sugeno fuzzy hyperbolic model for a class of nonlinear systems[J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS,2017,33(6):3265-3273. |
APA | Li, Junmin,Wang, Jiaxian,Chen, Minglai,&Li, JM .(2017).Modeling and control of Takagi-Sugeno fuzzy hyperbolic model for a class of nonlinear systems.JOURNAL OF INTELLIGENT & FUZZY SYSTEMS,33(6),3265-3273. |
MLA | Li, Junmin,et al."Modeling and control of Takagi-Sugeno fuzzy hyperbolic model for a class of nonlinear systems".JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 33.6(2017):3265-3273. |
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Modeling and control(235KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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