Fuzzy output regulator design of discrete affine systems with multiple time-varying delays
學年 97
學期 2
出版(發表)日期 2009-02-01
作品名稱 Fuzzy output regulator design of discrete affine systems with multiple time-varying delays
作品名稱(其他語言)
著者 Chiang, Tung-sheng; Chiu, Chian-song; Liu, Peter
單位 淡江大學電機工程學系
出版者 Amsterdam: Elsevier BV * North-Holland
著錄名稱、卷期、頁數 Fuzzy Sets and Systems 160(4), pp.463-481
摘要 This paper presents a Takagi–Sugeno (T–S) fuzzy model-based regulator for a class of discrete affine nonlinear systems with multiple time-varying delays. First, combining the T–S fuzzy representation and Lyapunov–Krasovskii method, we derive the sufficient conditions for the unforced affine system with multiple time-varying delays, disturbances, and non-vanishing bias at the origin. These stability conditions are not derived in current literature. Next, the fuzzy output regulator is proposed by introducing a memoryless fuzzy observer and a fuzzy integral compensator. Then, asymptotic output regulation and state estimation is achieved by solving linear matrix inequalities (LMIs) in a two-step manner. Moreover, an H∞ performance criterion is guaranteed for disturbance attenuation. Compared to traditional approaches, this paper does not require exact information of partial states, each time-varying delay, and the desired operational point. The proposed controller yields a multi-task regulation without needing controller redesign once the output command is changed. Finally, numerical simulations are carried out on two intuitive time-delay systems to illustrate the expected performance.
關鍵字 T–S fuzzy model; Output regulation; Affine system; Time-varying delay; LMI
語言 en
ISSN 0165-0114
期刊性質 國外
收錄於
產學合作
通訊作者
審稿制度
國別 NLD
公開徵稿
出版型式 紙本
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