具有随机传感器和执行器故障的T-S模糊离散系统的可靠性控制

刘金良

系统科学与数学 ›› 2013, Vol. 33 ›› Issue (3) : 309-321.

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PDF(445 KB)
系统科学与数学 ›› 2013, Vol. 33 ›› Issue (3) : 309-321. DOI: 10.12341/jssms12063
论文

具有随机传感器和执行器故障的T-S模糊离散系统的可靠性控制

    刘金良
作者信息 +

RELIABLE CONTROL FOR  T-S FUZZY  DISCRETE SYSTEM  WITH    STOCHASTIC SENSORS AND   ACTUATORS FAULTS

    LIU Jinliang
Author information +
文章历史 +

摘要

讨论了一类含有随机传感器和执行器故障的T-S模糊离散系统可靠性控制问题.每个传感器和执行器的故障都是随机出现的,它失真的概率用两个不相关的满足一定概率分布的随机变量来表示.其中,随机传感器和执行器故障用两个不相关的随机矩阵来表示,基于随机感器和执行器故障建立新的数学模型,运用李亚普诺夫泛函理论和线性矩阵不等式技术设计其可靠性控制器,最后通过仿真验证所提方法的有效性.

Abstract

This paper considers the reliable control design for  T-S fuzzy discrete system  with stochastic sensors and   actuators faults. The faults of each sensor or actuator occurs randomly and its failure rates are governed by two sets of unrelated random variables satisfying certain probabilistic distribution. In terms of the probabilistic failures of every sensor or actuator, new fault  model is proposed. Based on the new fault model, reliable controller is designed and sufficient conditions for the exponentially mean square stability   of T-S fuzzy systems are derived by using Lyapunov functional method  and linear matrix inequality (LMI) technique. Finally, a numerical example   is given to show the effectiveness  of the proposed method.

关键词

可靠性控制 / 模糊系统 / 概率性失真 / 离散系统.

Key words

Reliable control, fuzzy system, probabilistic failures, discrete-time  / system.

引用本文

导出引用
刘金良. 具有随机传感器和执行器故障的T-S模糊离散系统的可靠性控制. 系统科学与数学, 2013, 33(3): 309-321. https://doi.org/10.12341/jssms12063
LIU Jinliang. RELIABLE CONTROL FOR  T-S FUZZY  DISCRETE SYSTEM  WITH    STOCHASTIC SENSORS AND   ACTUATORS FAULTS. Journal of Systems Science and Mathematical Sciences, 2013, 33(3): 309-321 https://doi.org/10.12341/jssms12063
中图分类号: 93B36   
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