Relaxed Stabilization Conditions For Switching T-S Fuzzy Systems With Practical Constraints
學年 100
學期 2
出版(發表)日期 2012-06-01
作品名稱 Relaxed Stabilization Conditions For Switching T-S Fuzzy Systems With Practical Constraints
作品名稱(其他語言)
著者 Sun, Chung-Hsun; Lin, Shih-Wei; Wang, Yin-Tien
單位 淡江大學機械與機電工程學系
出版者 Kumamoto: ICIC International
著錄名稱、卷期、頁數 International Journal of Innovative Computing, Information and Control 8(6), pp.4133-4145
摘要 Stability issues in Takagi-Sugeno (T-S) fuzzy control system have been widely investigated using the Lyapunov theorem. With respect to stability analysis, the group-fired rules and the maximal width of state steps are applied to derving a more relaxed stability criterion for T-S fuzzy discrete models. For the stabilization problem, however, the controller synthesis and the analysis of the maximal width of state steps cannot be performed simultaneously. Evolutionary algorithms or the iterative linear matrix inequality (ILMI) methods can be employed to solve this problem, but the computational demand is high. In this study, the practical constraints of a control systems are adopted in place of the iterative procedures of the ILMI method. The method reduces the computational burden of the previous stabilization design. Finally, two simulation results are carried out to demonstrate the effectiveness of the proposed controller design method.
關鍵字 Relaxed conditions;T-S fuzzy discrete system;Input constraint
語言 en_US
ISSN 1349-4198
期刊性質 國外
收錄於 SCI EI
產學合作
通訊作者 Sun, Chung-Hsun
審稿制度
國別 JPN
公開徵稿
出版型式 ,紙本
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