基于T-S模糊模型的观测器和动态输出反馈容错控制器设计

朱芳来; 蒋鹏; 李晓航

doi:10.7652/xjtuxb201609015

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基于T-S模糊模型的观测器和动态输出反馈容错控制器设计

更新时间：2025-07-09

- 基于T-S模糊模型的观测器和动态输出反馈容错控制器设计
- Design of Observer and Dynamic Output Feedback Fault Tolerant Controller Based on T-S Fuzzy Model
- 西安交通大学学报 2016年50卷第9期页码：91-96
- 作者机构：
  
  同济大学电子与信息工程学院,上海,201804
- 作者简介：
- 基金信息：
  
  : 2016-01-19。作者简介: 朱芳来(1965—),男,教授,博士生导师。基金项目: 国家自然科学基金资助项目(61074009)
- DOI：10.7652/xjtuxb201609015
  中图分类号： TP273
- 网络首发：2016-09-10，
  
  纸质出版：2016
- 稿件说明：
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朱芳来, 蒋鹏, 李晓航. 基于T-S模糊模型的观测器和动态输出反馈容错控制器设计[J]. 西安交通大学学报, 2016,50(9):91-96.

Design of Observer and Dynamic Output Feedback Fault Tolerant Controller Based on T-S Fuzzy Model[J]. 2016, 50(9): 91-96.
朱芳来, 蒋鹏, 李晓航. 基于T-S模糊模型的观测器和动态输出反馈容错控制器设计[J]. 西安交通大学学报, 2016,50(9):91-96. DOI： 10.7652/xjtuxb201609015.

Design of Observer and Dynamic Output Feedback Fault Tolerant Controller Based on T-S Fuzzy Model[J]. 2016, 50(9): 91-96. DOI： 10.7652/xjtuxb201609015.

摘要

针对具有执行器故障和传感器故障的非线性系统

提出了一种基于T-S模型的观测器设计和动态输出反馈控制器设计方法。首先

将非线性系统转化为T-S模型

以此模型作为设计模型

利用扩展传感器故障为辅助状态向量的方式

将系统扩展为增维的T-S描述系统; 然后

针对增维的T-S描述系统

设计模糊自适应观测器以达到对非线性系统的状态、执行器和传感器故障同时估计的目的; 最后

基于观测器对传感器和执行器故障的估计

设计了一种动态输出反馈容错控制器以达到容错控制的目的

其中以线性矩阵不等式的方式给出了观测器和容错控制器存在的充分性条件。通过实例仿真验证了该文设计方法的有效性。

Abstract

For the nonlinear systems with actuator and sensor faults

the design methodology of observer and dynamic output feedback controller based on T-S fuzzy model was discussed. Firstly

the nonlinear system was transformed into T-S fuzzy model. Then

taking the T-S fuzzy model as the design model

and extending the sensor faults to an auxiliary state to obtain an augmented T-S fuzzy descriptor system

a fuzzy adaptive observer was designed to achieve the simultaneous estimations of the states

the actuator faults and the sensor faults of the nonlinear system. In addition

the dynamic output feedback fault tolerant controller was designed to achieve the purpose of fault tolerance control based on the observer and estimate the sensor fault and actuator fault. Meanwhile

the sufficient conditions for the existence of the observer and fault tolerant controller were given in terms of the linear matrix inequalities. Finally

the effectiveness of the proposed methods was verified by a simulation example.

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references

CHEN J, PATTON R J. Robust model-based fault diagnosis for dynamic systems [M]. New York, USA: Springer Publishing Company, 2012.

杨俊起, 张良, 朱芳来, 等. Lipschitz非线性系统未知输入观测器设计 [J]. 西安交通大学学报, 2013, 47(8): 87-92.

YANG Junqi, ZHANG Liang, ZHU Fanglai, et al. Design of observer with unknown input for Lipschitz nonlinear systems [J]. Journal of Xi'an Jiaotong University, 2013, 47(8): 87-92.

EDWARDS C, SPURGEON S K, PATTON R J. Sliding mode observers for fault detection and isolation [J]. Automatica, 2000, 36(4): 541-553.

YAN X G, EDWARDS C. Adaptive sliding-mode-observer-based fault reconstruction for nonlinear systems with parametric uncertainties [J]. IEEE Transactions on Industrial Electronics, 2008, 55(11): 4029-4036.

HAOUARI F A, DJEMAI M, CHERKI B. Sliding mode observers for T-S fuzzy systems with application to sensor fault estimation [C]∥Proceedings of the 3rd International Conference on Control, Engineering Information Technology. Piscataway, NJ, USA: IEEE, 2015: 1-5.

LIU M, CAO X, SHI P. Fault estimation and tolerant control for fuzzy stochastic systems [J]. IEEE Transactions on Fuzzy Systems, 2013, 21(2): 221-229.

LCHALA D, MARX B, RAGOT J, et al. Sensor fault tolerant control of nonlinear Takagi-Sugeno systems: application to vehicle lateral dynamics [J]. International Journal of Robust and Nonlinear Control, 2015, 26(7): 1376-1394.

HUANG Shengjuan, YANG Guang hong. Fault tolerant controller design for T-S fuzzy systems with time-varying delay and actuator faults: a k-step fault-estimation approach [J]. IEEE Transactions on Fuzzy Systems, 2014, 22(6): 1526-1540.

YANG Qinmin, SAM GE Shuzhi, SUN Youxian. Adaptive actuator fault tolerant control for uncertain nonlinear systems with multiple actuators [J]. Automatica, 2015, 60: 92-99.

JIANG Bin, WANG Jianliang, SOH Y C. An adaptive technique for robust diagnosis of faults with independent effects on system outputs [J]. International Journal of Control, 2002, 75(11): 792-802.

JIANG B, STAROSWIECKI M, COCQUEMPOT V. Fault accommodation for nonlinear dynamic systems [J]. IEEE Transactions on Automatic Control, 2006, 51(9): 1578-1583.

TEIXEIRA M, ZAK S. Stabilizing controller design for uncertain nonlinear systems using fuzzy models [J]. IEEE Transactions on Fuzzy Systems, 1999, 7(2): 133-142.

GAO Qing, ZENG Xiaojun, FENG Gang, et al. T-S-fuzzy-model-based approximation and controller design for general nonlinear systems [J]. IEEE Transactions on Systems, 2012, 42(4): 1143-1154.

ZHANG J, SWAIN A K, NGUANG S K. Robust H∞ adaptive descriptor observer design for fault estimation of uncertain nonlinear systems [J]. Journal of the Franklin Institute, 2014, 351(11): 5162-5181.

LEE D J, PARK Y. Robust H∞ sliding mode descriptor observer for fault and output disturbance estimation of uncertain systems [J]. IEEE Transactions on Automatic Control, 2012, 57: 2928-2934.

ZHANG Ke, JIANG Bin, LIU Jingjin. Fast fault accommodation of control systems by using adaptive observer [J]. Control and Decision, 2008, 23(7): 771-775.

KAWAMOTO S. Nonlinear control and rigorous stability analysis based on fuzzy system for inverted pendulum [C]∥Proceedings of the 5th IEEE International Conference on Fuzzy Systems. Piscataway, NJ, USA: IEEE, 1996: 1427-1432.

KAZUO T, TAKAYUKI L, HUA O W. Fuzzy regulators and fuzzy observers: relaxed stability conditions and LMI-based designs [J]. IEEE Transactions on Fuzzy Systems, 1998, 6(2): 250-265.

孙泽宇,伍卫国,曹仰杰,等.无线传感器网络中能量均衡参数可控覆盖算法.2016,50(8):77-83.[doi:10.7652/xjtuxb 201608013]

赵皓,高智勇,高建民,等.一种采用相空间重构的多源数据融合方法.2016,50(8):84-89.[doi:10.7652/xjtuxb201608 014]

潘艳芝,王栋,巩大利,等.一种计量稠油中油气水三相流的方法和装置研究.2016,50(7):140-144.[doi:10.7652/xjtuxb201607021]

郝维娜,令锋超,刘志刚,等.轴承滚珠面型误差激光干涉测量系统的研究.2016,50(6):83-89.[doi:10.7652/xjtuxb 201606013]

王悍枭,刘凌,吴华伟.改进型滑模观测器的永磁同步电机无传感器控制策略.2016,50(6):104-109.[doi:10.7652/xjtuxb201606016]

张平,张小栋,董晓妮,等.滑动轴承润滑油膜厚度光纤动态精密检测模型.2016,50(5):45-50.[doi:10.7652/xjtuxb 201605007]

杜鹏,卢义玉,汤积仁,等.新型直旋混合射流破岩特性及机理分析.2016,50(3):81-89.[doi:10.7652/xjtuxb201603013]

宋汝君,单小彪,李晋哲,等.压电俘能器涡激振动俘能的建模与实验研究.2016,50(2):55-60.[doi:10.7652/xjtuxb 201602010]

刘雅琳,上官博,徐自力.干摩擦阻尼对失谐叶盘系统受迫振动的影响.2016,50(2):111-117.[doi:10.7652/xjtuxb2016 02019]

权双璐,刘杰,韩罗峰,等.一种机械系统非线性类别辨识方法.2015,49(12):104-111.[doi:10.7652/xjtuxb201512017]

刘聪,李颖晖,刘勇智,等.采用高阶终端滑模观测器的执行器未知故障重构.2015,49(9):126-133.[doi:10.7652/xjtuxb201509021]

韩冬,刘俊.采用代数建模方法的自适应观测器设计.2015,49(7):88-91.[doi:10.7652/xjtuxb201507015]

张梦楠,徐洪泽.城轨列车反推自动停车控制算法.2014,48(9):136-142.[doi:10.7652/xjtuxb201409023]

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