淡江大學機構典藏:Item 987654321/89027
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    Please use this identifier to cite or link to this item: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/89027


    Title: Robust observer-based output feedback control for fuzzy descriptor systems
    Authors: Liu, Peter;Yang, Wen-Tsung;Yang, Chang-En
    Contributors: 淡江大學電機工程學系
    Keywords: Fuzzy descriptor systems;T–S fuzzy model;Linear matrix inequalities
    Date: 2013-09
    Issue Date: 2013-05-03 16:51:47 (UTC+8)
    Publisher: Kidlington: Pergamon
    Abstract: This paper proposes a robust observer-based output feedback control for fuzzy descriptor systems. First, we represent singular nonlinear dynamic system into Takagi–Sugeno (T–S) fuzzy descriptor model which have a tighter representation for a wider class of nonlinear systems in comparison to general state-space models. To achieve the control objective, we design a fuzzy controller and observer in a unified and systematic manner. The stability analysis of the overall closed-loop fuzzy system leads to formulation of linear matrix inequalities (LMIs). The advantages of the approach are three fold. First, we consider conditions of immeasurable states which allows a practical design of sensorless control systems. Secondly, we address the robustness issue in the system which avoids control performance deterioration or instability due to disturbance or approximation errors in the system. Third, we formulate the overall control problem into LMIs. Using the observer and controller gains by solving LMIs, we carry out numerical simulations which verify theoretical statements.
    Relation: Expert Systems with Applications 40(11), pp.4503-4510
    DOI: 10.1016/j.eswa.2013.01.053
    Appears in Collections:[Graduate Institute & Department of Electrical Engineering] Journal Article

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