کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
494508 862796 2016 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
LMI-based control synthesis of constrained Takagi–Sugeno fuzzy systems subject to L2L2 or LL∞ disturbances
ترجمه فارسی عنوان
سنتزهای کنترل مبتنی بر LMI از سیستم های فازی تاکاگی سوگنو محدود در معرض L2L2 یا اختلالات LL∞
کلمات کلیدی
سیستم های فازی تاکاگی سوگنو؛ کنترل اشباع ورودی؛ توابع لیاپانوف فازی؛ حوزه جاذبه؛ طرح کنترل جبران توزیع غیرموازی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی

This paper is devoted to the development of a new saturated non-parallel distributed compensation control law for disturbed Takagi–Sugeno fuzzy systems subject to both control input and state constraints. In order to cover a large range of real-world applications, both L2L2 and L∞L∞ disturbances are considered which result in two different control design procedures. A parameter-dependent version of the generalized sector condition is effectively exploited in a fuzzy Lyapunov control framework to handle the control input saturation. Moreover, the proposed control method is based on the concept of robust invariant set which is able to provide an explicit characterization of the estimated domain of attraction of the closed-loop system. Different optimization algorithms are also proposed to deal with the trade-off between different closed-loop requirements in a local control context. The design conditions are expressed in terms of linear matrix inequalities which can be solved efficiently with available solvers. The numerical examples illustrate how the proposed methodology leads to less conservative results as well as less computational complexity when compared to very recent works in the literature.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 207, 26 September 2016, Pages 793–804
نویسندگان
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