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带分布时滞奇异非线性系统的鲁棒故障诊断

Robust fault diagnosis for singular nonlinear systems with distributed delays
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摘要 研究了用Takagi-Sugeno模糊模型描述的带分布时滞奇异非线性系统的鲁棒故障诊断问题。设计基于模糊滤波器的残差产生器,将问题归结为H∞滤波,给出了奇异时滞模糊系统鲁棒H∞故障诊断滤波器存在的充分条件及线性矩阵不等式求解方法。 This paper considers the robust fault diagnosis problem for singular nonlinear systems with distributed delays described by Takagi-Sugeno(TS) fuzzy models.A residual generator based on a fuzzy filter was designed and the problem was converted to H∞ filtering.Sufficient conditions are given to guarantee the existence of H∞ fault diagnosis filter for singular time-delay fuzzy systems.The linear matrix inequality(LMI) method to design the fault diagnosis filter is also given.
出处 《清华大学学报(自然科学版)》 EI CAS CSCD 北大核心 2007年第z2期1857-1861,共5页 Journal of Tsinghua University(Science and Technology)
基金 国家自然科学基金资助项目(60374021) 教育部博士点基金资助项目(20050422036) 山东省自然科学基金资助项目(Y2004A05 Y2004A07) 山东省博士基金资助项目(2005BS011007)
关键词 奇异时滞非线性系统 H∞故障诊断滤波器 线性矩阵不等式 singular time-delay nonlinear systems H∞ fault diagnosis filter linear matrix inequality
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参考文献5

  • 1[1]Alcorta E,Sauceda S.Fault detection and isolation based on Takagi-Sugeno modeling[C]//Proceedings of IEEE International Symposium on Intelligent Control.Houston:IEEE Press,2005:675-678.
  • 2[2]Toledo B C,Marin J A.Model-based fault diagnosis using sliding mode observers to Takagi-Sugeno fuzzy model[C]//Proceedings of the 2005 IEEE International Symposium on Mediterrean Conference on Control and Automation.Limassol:IEEE Press,2005:652-657.
  • 3[3]ghatwary M G El,Ding S X,GAO Zhiwei.Robust fuzzy fault detection for continuous-time nonlinear dynamic systems[C]//Proceedings of the IFAC SAFEPROCESS'06.Beijing:Tsinghua University,2006:271-276.
  • 4[4]Nguang S K,Shi P,Ding S.Delay dependent fault estimation for uncertain time delay nonlinear systems:An LMI approach[C]//Proceedinga of the 2006 American Control Conference.Minneapolis:IEEE Press,2006:5135-5140.
  • 5[5]XU Shengyuan,Lam J,Zou Y.H∞ filtering for singular systems[J].IEEE Transactions on Automatic Control,2003,48(12):2217-2222.

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