Robust adaptive fault tolerant control for a class of linearly parameterized uncertain nonlinear systems: An integrated method

In the fault tolerant control systems, there often exist coupled uncertainties between the fault estimate subsystems and the state control subsystems. The coupled uncertainties are often ignored in the conventional separated design approaches, and the control performance degradation or even in-stability may be induced. To address this problem, an integrated fault tolerant control method is developed in this paper. The key point of this paper is to design the fault estimator and the fault tolerant controller from the perspective of the composite system comprised of the two subsystems. A combined weight update law, associating with both the state control dynamic equation and the observation error subsystem, is obtained. A new sufficient condition for the closed-loop stability is derived in terms of linear matrix inequalities. Based on a combined Lyapunov function, the composite closed-loop system is proven to be globally stable. Meanwhile, with the parameterized nonlinear functions and the unknown actuator/sensor faults, the coupled uncertainties are analyzed. Several illustrative examples are employed and the simulation results demonstrate the effectiveness of the proposed method.

[1]  Halim Alwi,et al.  Fault Detection and Fault-Tolerant Control Using Sliding Modes , 2011 .

[2]  Peter Fogh Odgaard,et al.  Fault Tolerant Control of Wind Turbines using Unknown Input Observers , 2012 .

[3]  Cédric Join,et al.  Non-linear estimation is easy , 2007, Int. J. Model. Identif. Control..

[4]  Michael Z. Q. Chen,et al.  Simultaneous Identification and Stabilization of Nonlinearly Parameterized Discrete-Time Systems by Nonlinear Least Squares Algorithm , 2016, IEEE Transactions on Automatic Control.

[5]  Steven X. Ding,et al.  Actuator fault robust estimation and fault-tolerant control for a class of nonlinear descriptor systems , 2007, Autom..

[6]  Guang-Hong Yang,et al.  Robust adaptive fault-tolerant control for uncertain linear systems with actuator failures , 2012 .

[7]  R. Mehra,et al.  Multiple-Model Adaptive Flight Control Scheme for Accommodation of Actuator Failures , 2002 .

[8]  Minghao Tan,et al.  Nonlinear Adaptive Control Design for Affine Systems , 2007, Third International Conference on Natural Computation (ICNC 2007).

[9]  José A. De Doná,et al.  Integrated sensor and actuator fault-tolerant control , 2013, Int. J. Control.

[10]  Maria Letizia Corradini,et al.  Actuator Failure Identification and Compensation Through Sliding Modes , 2007, IEEE Transactions on Control Systems Technology.

[11]  Jianliang Wang,et al.  Reliable robust flight tracking control: an LMI approach , 2002, IEEE Trans. Control. Syst. Technol..

[12]  Xianku Zhang,et al.  Concise adaptive neural control of uncertain nonlinear systems with periodically nonlinear time-varying parameterized disturbances , 2014 .

[13]  Marios M. Polycarpou,et al.  Adaptive fault-tolerant control of nonlinear uncertain systems: an information-based diagnostic approach , 2004, IEEE Transactions on Automatic Control.

[14]  Mohsen Ekramian,et al.  Observer design for non-linear systems based on a generalised Lipschitz condition , 2011 .

[15]  Halim Alwi,et al.  Design and Analysis of an Integral Sliding Mode Fault-Tolerant Control Scheme , 2012, IEEE Transactions on Automatic Control.

[16]  Kai-Yew Lum,et al.  Application of passivity and cascade structure to robust control against loss of actuator effectiveness , 2010 .

[17]  Rolf Isermann,et al.  Fault-Diagnosis Applications: Model-Based Condition Monitoring: Actuators, Drives, Machinery, Plants, Sensors, and Fault-tolerant Systems , 2011 .

[18]  Peng Shi,et al.  Fault-Tolerant Sliding-Mode-Observer Synthesis of Markovian Jump Systems Using Quantized Measurements , 2015, IEEE Transactions on Industrial Electronics.

[19]  Zhengzhi Han,et al.  A note on observers for Lipschitz nonlinear systems , 2002, IEEE Trans. Autom. Control..

[20]  Wei Wu,et al.  Optimal adaptive control schemes for PHB production in fed-batch fermentation of Ralstonia eutropha , 2013 .

[21]  Rolf Isermann Examples of fault-tolerant systems , 2011 .

[22]  Xiaoli Ma,et al.  Adaptive state feedback and tracking control of systems with actuator failures , 2001, IEEE Trans. Autom. Control..

[23]  Yingwei Zhang,et al.  Adaptive Actuator/Component Fault Compensation for Nonlinear Systems , 2008 .

[24]  Zehui Mao,et al.  Fault-tolerant control for a class of nonlinear sampled-data systems via a Euler approximate observer , 2010, Autom..

[25]  Shuzhi Sam Ge,et al.  Adaptive neural control of MIMO nonlinear state time-varying delay systems with unknown dead-zones and gain signs , 2007, Autom..

[26]  Z. Wang,et al.  Robust adaptive fault tolerant control for a class of nonlinear systems with dynamic uncertainties , 2017 .

[27]  Jing Wang,et al.  Robust adaptive tracking for time-varying uncertain nonlinear systems with unknown control coefficients , 2003, IEEE Trans. Autom. Control..

[28]  Sarangapani Jagannathan,et al.  A Model-Based Fault-Detection and Prediction Scheme for Nonlinear Multivariable Discrete-Time Systems With Asymptotic Stability Guarantees , 2010, IEEE Transactions on Neural Networks.

[29]  Halim Alwi,et al.  Fault Detection and Fault-Tolerant Control of a Civil Aircraft Using a Sliding-Mode-Based Scheme , 2008, IEEE Transactions on Control Systems Technology.

[30]  Yingwei Zhang,et al.  Adaptive actuator fault compensation for linear systems with matching and unmatching uncertainties , 2009 .

[31]  Changyun Wen,et al.  Decentralized adaptive control using integrator backstepping , 1997, Autom..

[32]  Guang-Hong Yang,et al.  Cooperative adaptive fault-tolerant tracking control for a class of multi-agent systems with actuator failures and mismatched parameter uncertainties , 2015 .

[33]  Zheng Wang Adaptive smooth second-order sliding mode control method with application to missile guidance , 2017 .

[34]  Guang-Hong Yang,et al.  Reliable $H_{\infty}$ Control of Linear Systems With Adaptive Mechanism , 2010, IEEE Transactions on Automatic Control.

[35]  Nhan T. Nguyen,et al.  Multiple-Model Adaptive Fault-Tolerant Control of a Planetary Lander , 2009 .

[36]  Jianglin Lan,et al.  A new strategy for integration of fault estimation within fault-tolerant control , 2016, Autom..

[37]  Tor Arne Johansen,et al.  Unknown Input Observers and Fault Tolerant Control Allocation ∗ , 2013 .

[38]  Youxian Sun,et al.  Universal Neural Network Control of MIMO Uncertain Nonlinear Systems , 2012, IEEE Transactions on Neural Networks and Learning Systems.