کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
408320 679017 2016 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Fault detection for discrete-time Lipschitz nonlinear systems with signal-to-noise ratio constrained channels
ترجمه فارسی عنوان
تشخیص گسل برای سیستم های غیر خطی لیپچیتس زمان گسسته با کانال های محدود نسبت سیگنال به نویز
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی

In this paper, the problem of fault detection for discrete-time Lipschitz nonlinear systems with additive white Gaussian noise channels subject to signal-to-noise ratio constraints is investigated. An optimal residual generator based on the mixed H−/H∞H−/H∞ performance index is designed to generate the so-called residual signal, and the H−H−-index is used to measure the minimum effect of faults on the residual signal, while the influence of unknown disturbances and channel noise on the residual signal is maximized by the means of the H∞H∞-index. Then, in order to detect the occurrence of faults, a norm-based residual evaluation function is provided, and a dynamic threshold including upper bounds on the modulus of the solution of Lipschitz nonlinear systems and the stochastic properties of channel noise is also constructed. Finally, a simulated example is presented to demonstrate the effectiveness of the proposed approach.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 194, 19 June 2016, Pages 317–325
نویسندگان
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