具有状态跳变的连续时间切换Takagi-Sugeno模糊系统的同步故障检测与控制

IF 1.7 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS Journal of Dynamic Systems Measurement and Control-Transactions of the Asme Pub Date : 2021-08-01 DOI:10.1115/1.4050254
Ayyoub Ait Ladel, A. Benzaouia, R. Outbib, M. Ouladsine
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引用次数: 2

摘要

本文研究了具有状态跳变的切换Takagi-Sugeno (T-S)模糊系统的同时故障检测与控制问题。主要目标是设计鲁棒检测滤波器和基于观测器的控制器来稳定该系统类,同时检测故障的存在。应用模相关平均停留时间(MDADT)概念、鲁棒H∞方法和分段李雅普诺夫函数(PLF)技术,开发了较保守的稳定性条件。基于这些条件,将控制器和检测器的集成设计形式化为线性矩阵不等式(LMI),而不是双线性矩阵不等式(BMI)。所提出的lmi在单步中同时确定控制器/检测器增益,从而在设计中提供更多的自由度。最后通过数值算例和两个实际系统验证了所得结果的适用性和有效性。
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Simultaneous Fault Detection and Control for Continuous-Time Switched Takagi–Sugeno Fuzzy Systems With State Jumps
This article addresses the simultaneous fault detection and control (SFDC) issue for switched Takagi–Sugeno (T–S) fuzzy systems with state jumps. The main objective is to design robust detection filters and observer-based controllers to stabilize this system class and, at the same time, detect the presence of faults. Less conservative stability conditions are developed, applying the mode-dependent average dwell time (MDADT) concept, the robust H∞ approach, and the piecewise Lyapunov function (PLF) technique. Based on these conditions, the integrated controller and detector design is formalized in the form of linear matrix inequalities (LMI) instead of bilinear matrix inequalities (BMI). The proposed LMIs determine the controller/detector gains simultaneously in a single step, thus offering more degrees-of-freedom in the design. Finally, a numerical example and two real systems are studied to prove the applicability and effectiveness of the obtained results.
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来源期刊
CiteScore
3.90
自引率
11.80%
发文量
79
审稿时长
24.0 months
期刊介绍: The Journal of Dynamic Systems, Measurement, and Control publishes theoretical and applied original papers in the traditional areas implied by its name, as well as papers in interdisciplinary areas. Theoretical papers should present new theoretical developments and knowledge for controls of dynamical systems together with clear engineering motivation for the new theory. New theory or results that are only of mathematical interest without a clear engineering motivation or have a cursory relevance only are discouraged. "Application" is understood to include modeling, simulation of realistic systems, and corroboration of theory with emphasis on demonstrated practicality.
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