Fault Diagnosis and Fault Tolerant Control for Non-Gaussian Singular Time-Delayed Stochastic Distribution Systems with Disturbance Based on the Rational Square-Root Model

IF 1 Q4 AUTOMATION & CONTROL SYSTEMS Journal of Control Science and Engineering Pub Date : 2016-08-01 DOI:10.1155/2016/9563481
Yuancheng Sun, Zhanhong Liang
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引用次数: 2

Abstract

For the non-Gaussian singular time-delayed stochastic distribution control (SDC) system with unknown external disturbance where the output probability density function (PDF) is approximated by the rational square-root B-spline basis function, a robust fault diagnosis and fault tolerant control algorithm is presented. A full-order observer is constructed to estimate the exogenous disturbance and an adaptive observer is used to estimate the fault size. A fault tolerant tracking controller is designed using the feedback of distribution tracking error, fault, and disturbance estimation to let the postfault output PDF still track desired distribution. Finally, a simulation example is included to illustrate the effectiveness of the proposed algorithms and encouraging results have been obtained.
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基于有理平方根模型的非高斯奇异时滞随机分布系统故障诊断与容错控制
针对具有未知外部干扰的非高斯奇异时滞随机分布控制系统,采用有理平方根b样条基函数逼近输出概率密度函数,提出了一种鲁棒故障诊断和容错控制算法。构造了一个全阶观测器来估计外源干扰,并使用一个自适应观测器来估计故障大小。利用分布跟踪误差、故障和干扰估计的反馈,设计了容错跟踪控制器,使故障后输出PDF仍然跟踪期望的分布。最后,通过仿真实例验证了所提算法的有效性,并取得了令人鼓舞的结果。
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来源期刊
Journal of Control Science and Engineering
Journal of Control Science and Engineering AUTOMATION & CONTROL SYSTEMS-
CiteScore
4.70
自引率
0.00%
发文量
54
审稿时长
19 weeks
期刊介绍: Journal of Control Science and Engineering is a peer-reviewed, open access journal that publishes original research articles as well as review articles in all areas of control science and engineering.
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