AN H∞ SLIDING MODE OBSERVER FOR TAKAGI-SUGENO NONLINEAR SYSTEMS WITH SIMULTANEOUS ACTUATOR AND SENSOR FAULTS

被引:35
|
作者
Ben Brahim, Ali [1 ]
Dhahri, Slim [1 ]
Ben Hmida, Faycal [1 ]
Sellami, Anis [1 ]
机构
[1] High Sch Sci & Techn Tunis ESSTT, Res Unit Control Monitoring & Safety Syst, Tunis 1008, Tunisia
关键词
fault reconstruction and estimation; simultaneous faults; H-infinity sliding mode observer; uncertain Takagi-Sugeno systems; LMI optimization; RECONSTRUCTION; DESIGN; STATE;
D O I
10.1515/amcs-2015-0041
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper considers the problem of robust reconstruction of simultaneous actuator and sensor faults for a class of uncertain Takagi-Sugeno nonlinear systems with unmeasurable premise variables. The proposed fault reconstruction and estimation design method with H-infinity performance is used to reconstruct both actuator and sensor faults when the latter are transformed into pseudo-actuator faults by introducing a simple filter. The main contribution is to develop a sliding mode observer (SMO) with two discontinuous terms to solve the problem of simultaneous faults. Sufficient stability conditions in terms linear matrix inequalities are achieved to guarantee the stability of the state estimation error. The observer gains are obtained by solving a convex multiobjective optimization problem. Simulation examples are given to illustrate the performance of the proposed observer.
引用
收藏
页码:547 / 559
页数:13
相关论文
共 50 条
  • [21] Design of sliding mode unknown input observer for uncertain Takagi-Sugeno model
    Akhenak, A.
    Chadli, A.
    Ragot, J.
    Maquin, D.
    2007 MEDITERRANEAN CONFERENCE ON CONTROL & AUTOMATION, VOLS 1-4, 2007, : 1100 - +
  • [22] Towards Simultaneous Actuator and Sensor Faults Estimation for a Class of Takagi-Sugeno Fuzzy Systems: A Twin-Rotor System Application
    Pazera, Marcin
    Witczak, Marcin
    Kukurowski, Norbert
    Buciakowski, Mariusz
    SENSORS, 2020, 20 (12) : 1 - 18
  • [23] Takagi-Sugeno Sliding Mode Observer Design for Load Estimation and Sensor Fault Detection in Wind Turbines
    Schulte, Horst
    Zajac, Michal
    Georg, Soeren
    2012 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2012,
  • [24] Robust and Simultaneous Reconstruction of Actuator and Sensor Faults via Sliding Mode Observer
    Ben Brahim, Ali
    Dhahri, Slim
    Ben Hmida, Faycal
    Sellami, Anis
    2013 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND SOFTWARE APPLICATIONS (ICEESA), 2013, : 105 - 110
  • [25] H∞ criteria for robust actuator fault reconstruction for nonlinear systems in Takagi-Sugeno's form using sliding modes
    Schulte, Horst
    Poeschke, Florian
    2015 23RD MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2015, : 224 - 230
  • [26] Adaptive sliding mode fault tolerant control design for uncertain nonlinear systems with multiplicative faults: Takagi-Sugeno fuzzy approach
    Ben Brahim, Ali
    Dhahri, Slim
    Ben Hmida, Faycal
    Sellami, Anis
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 2020, 234 (02) : 147 - 159
  • [27] Robust actuator fault reconstruction for Takagi-Sugeno fuzzy systems with unknown input via a synthesized learning and sliding-mode observer
    Jia, Qingxian
    Li, Huayi
    Li, Min
    ASIAN JOURNAL OF CONTROL, 2023, 25 (04) : 2720 - 2735
  • [28] Fault estimation based on sliding mode observer for Takagi-Sugeno fuzzy systems with digital communication constraints
    Feng, Xuexin
    Wang, Youqing
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2020, 357 (01): : 569 - 588
  • [29] Reliable H∞ control design of discrete-time Takagi-Sugeno fuzzy systems with actuator faults
    Deng, Song
    Yang, Lechan
    NEUROCOMPUTING, 2016, 173 : 1784 - 1788
  • [30] Estimation of Multiple Faults in Hydrostatic Wind Turbines using Takagi-Sugeno Sliding Mode Observer with Weighted Switching Action
    Schulte, Horst
    Poeschke, Florian
    IFAC PAPERSONLINE, 2016, 49 (05): : 194 - 199