含有执行器故障的非线性切换互联大系统的自适应模糊Backstepping容错控制
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TP273.4

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国家自然科学基金(61803122,61873311)


Adaptive fuzzy backstepping fault-tolerant control for nonlinear large-scale interconnected switched systems with actuator failures
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    摘要:

    本文研究了一类存在执行器故障的非线性互联切换大系统的自适应模糊Backstepping容错控制.首先定义了一个分段右连续函数作为系统的切换信号,系统依据切换信号改变模型.不失一般性,考虑执行器发生两种类型的故障,即卡死故障和失效故障,通过模糊逻辑系统逼近未知非线性函数,并设计自适应模糊容错控制器补偿执行器故障给系统带来的影响.通过Lyapunov定理证明了系统及相关变量的有界性,并基于数值仿真,验证了所提出方法的有效性.

    Abstract:

    Adaptive fuzzy backstepping fault-tolerant control for a class of nonlinear large-scaleinterconnected switched systems with actuator failures is investigated in this paper.The system switches dynamically according to a piecewise right continuous function.Without loss of generality,stuck faults and the faults loss of effectiveness are considered.Fuzzy logic systems are utilized to approximate the unknown nonlinear functions.Considering the actuator failures,an adaptive fuzzy fault-tolerant controller is designed.It is proved that the proposed control method can guarantee that all the signals of the closed-loop system are bounded according to the Lyapunov theorem.A simulation example is presentedto demonstratethe effectiveness of the proposed control strategy.

    参考文献
    [1] Spooner J T,Passino K M.Adaptive control of a class of decentralized nonlinear system[J].IEEE Transactions on Automatic Control,1996,41(2):280-284
    [2] Hua C C,Ding S X.Model following controller design for large-scale systems with time-delay interconnections and multiple dead-zone inputs[J].IEEE Transactions on Automatic Control,2011,56(4):962-968
    [3] Tong S C,Li Y M,Jing X J.Adaptive fuzzy decentralized dynamics surface control for nonlinear large-scale systems based on high-gain observer[J].Information Sciences,2013,235(20):287-307
    [4] Fan H J,Han L X,Wen C Y,et al.Decentralized adaptive output-feedback controller design for stochastic nonlinear interconnected systems[J].Automatica,2012,48(11):2866-2873
    [5] Li J,Chen W S,Li J M.Adaptive NN output-feedback decentralized stabilization for a class of large-scale stochastic nonlinear strict-feedback systems[J].International Journal of Robust and Nonlinear Control,2011,21(4):452-472
    [6] Zhou Q,Shi P,Liu H H,et al.Neural-network-based decentralized adaptive output-feedback control for large-scale stochastic nonlinear systems[J].IEEE Transactions on Systems Man and Cybernetics,Part B,2012,42(6):1608-1619
    [7] Tong S C,Li Y M,Wang T.Adaptive fuzzy decentralized output feedback control for stochastic nonlinear large-scale systems using DSC technique[J].International Journal of Robust and Nonlinear Control,2013,23(4):381-399
    [8] Lin W W,Wang W J,Yang S H.A novel stabilization criterion for large-scale T-S fuzzy systems[J].IEEE Transactions on Systems,Man,and Cybernetics,Part B,2007,137(4):1074-1079
    [9] Chen B S,Wang W J.Robust stabilization of nonlinearly perturbed large-scale systems by decentralized observer-controller compensators[J].Automatica,1990,26(6):1035-1041
    [10] Wang W J,Lin W W.Decentralized PDC for large-scale T-S fuzzy systems[J].IEEE Transactions on System,2005,13(6):779-786
    [11] Liu X,Zhang H B.Stability analysis of uncertain fuzzy large-scale system[J].Chaos,Solitons & Fractals,2005,25(5):1107-1122
    [12] Lee T N,Radovic U L.General decentralized stabilization of large-scale linear continuous and discrete time-delay systems[J].International Journal of Control,1987,46(6):2127-2140
    [13] Lee T N,Radovic U L.Decentralized stabilization of linear continuous and discrete-time systems with delays in interconnections[J].IEEE Transactions on Automatic Control,1988,33(8):757-761
    [14] Hu Z.Decentralized stabilization of large scale interconnected systems with delays[J].IEEE Transactions on Automatic Control,1994,39(1):180-182
    [15] Gavel D T,Silijak D D.Decentralized adaptive control:structural conditions for stability[J].IEEE Transactions on Automatic Control,1989,34(4):413-426
    [16] Xie S,Xie L.Decentralized stabilization of a class of interconnected stochastic nonlinear systems[J].IEEE Transactions on Automatic Control,2000,45(1):132-137
    [17] Saberi A,Khalil H.Decentralized stabilization of interconnected systems using output feed-back[J].International Journal of Control,1985,41(6):1461-1475
    [18] Yan X G,Dai G Z.Decentralized output feedback robust control for nonlinear large-scale systems[J].Automatica,1998,34(11):1469-1472
    [19] Jain S,Khorrami F.Decentralized adaptive control of a class of large-scale interconnected nonlinear systems[J].IEEE Transactions on Automatic Control,1997,42(2):136-154
    [20] Zhou J,Wen C.Decentralized backstepping adaptive output tracking of interconnected nonlinear systems[J].IEEE Transactions on Automatic Control,2008,53(10):2378-2384
    [21] Tong S,Liu C,Li Y,et al.Adaptive fuzzy decentralized control for large-scale nonlinear systems with time-varying delays and unknown high-frequency gain sign[J].IEEE Transactions on Systems,Man,and Cybernetics,Part B,2011,41(2):474-485
    [22] Wang L X.Adaptive fuzzy systems and control:design and stability analysis[M].Englewood Cliffs,NJ:Prentice Hall,1994
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马敏,王桐,邱剑彬.含有执行器故障的非线性切换互联大系统的自适应模糊Backstepping容错控制[J].南京信息工程大学学报(自然科学版),2018,10(6):665-675
MA Min, WANG Tong, QIU Jianbin. Adaptive fuzzy backstepping fault-tolerant control for nonlinear large-scale interconnected switched systems with actuator failures[J]. Journal of Nanjing University of Information Science & Technology, 2018,10(6):665-675

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历史
  • 收稿日期:2018-09-05
  • 在线发布日期: 2018-12-18

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