کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
695263 1460654 2015 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Model reduction for interval type-2 Takagi–Sugeno fuzzy systems
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی کنترل و سیستم های مهندسی
پیش نمایش صفحه اول مقاله
Model reduction for interval type-2 Takagi–Sugeno fuzzy systems
چکیده انگلیسی

This paper investigates the problem of model reduction for interval type-2 (IT2) fuzzy systems subject to D stability constraints. The membership functions and the number of rules can be freely chosen and they are different between the original system and the reduced-order system. By introducing some slack matrices and utilizing Lyapunov stability theory, the existence condition of model reduction is obtained to guarantee that the reduced-order model can approximate the original system with an H∞H∞ performance. The parameters of the reduced-order system in the condition can be obtained by standard software. Finally, some simulation results are provided to demonstrate the effectiveness of the proposed results.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Automatica - Volume 61, November 2015, Pages 308–314
نویسندگان
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