Fault-tolerant control using command-filtered adaptive back-stepping technique: Application to hypersonic longitudinal flight dynamics

In this paper, the adaptive back-stepping controller is investigated for a class of strict-feedback systems using the command filter technique. Adaptive laws are designed for updating the controller parameters when both the plant parameters and actuator-failure parameters are unknown. Furthermore, the auxiliary dynamics is developed to deal with the input constraints. Closed-loop stability and asymptotic-state tracking are ensured. The method is applied to the longitudinal dynamics of a generic hypersonic aircraft in the presence of actuator faults and input constraints. Based on the parameter estimation, the command-filtered adaptive back-stepping control is presented. Simulation results on the control-oriented model show that the proposed approach achieves good tracking performance. Copyright © 2015 John Wiley & Sons, Ltd.

[1]  Shuzhi Sam Ge,et al.  Robust Adaptive Neural Network Control for a Class of Uncertain MIMO Nonlinear Systems With Input Nonlinearities , 2010, IEEE Transactions on Neural Networks.

[2]  Ruiyun Qi,et al.  Adaptive backstepping control for a hypersonic vehicle with uncertain parameters and actuator faults , 2013, J. Syst. Control. Eng..

[3]  Danwei W. Wang,et al.  Dynamic Surface Control of Constrained Hypersonic Flight Models with Parameter Estimation and Actuator Compensation , 2014 .

[4]  Marios M. Polycarpou,et al.  Command filtered adaptive backstepping , 2010, Proceedings of the 2010 American Control Conference.

[5]  Aaron J. Ostroff.  Techniques for Accommodating Control Effector Failures on a Mildly Statically Unstable Airplane , 1985, 1985 American Control Conference.

[6]  Gaurav Bajpai,et al.  Reconfiguration of flight control systems for actuator failures , 2001 .

[7]  Yufei Xu,et al.  Adaptive Fault-Tolerant Tracking Control of Near-Space Vehicle Using Takagi–Sugeno Fuzzy Models , 2010, IEEE Transactions on Fuzzy Systems.

[8]  S. Joshi.  Design of failure-accommodating multiloop LQG-type controllers , 1987 .

[9]  Suresh M. Joshi,et al.  An adaptive control scheme for systems with unknown actuator failures , 2002, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

[10]  Jan M. Maciejowski,et al.  The Implicit Daisy-Chaining Property of Constrained Predictive Control , 1997 .

[11]  Weisheng Chen,et al.  Adaptive output feedback control of nonlinear systems with actuator failures , 2009, Inf. Sci..

[12]  Denis Efimov,et al.  Transient management of a supervisory fault-tolerant control scheme based on dwell-time conditions , 2015 .

[13]  Marcel Staroswiecki,et al.  A general fault tolerant linear quadratic control strategy under actuator outages , 2010, Int. J. Syst. Sci..

[14]  Miroslav Krstic,et al.  Nonlinear and adaptive control de-sign , 1995 .

[15]  Jin Jiang,et al.  Fault-tolerant control systems: A comparative study between active and passive approaches , 2012, Annu. Rev. Control..

[16]  Youmin Zhang,et al.  Bibliographical review on reconfigurable fault-tolerant control systems , 2003, Annu. Rev. Control..

[17]  Jin Jiang,et al.  Design of reconfigurable control systems using eigenstructure assignments , 1994 .

[18]  Alexandra Moutinho,et al.  Hover Control of an UAV With Backstepping Design Including Input Saturations , 2008, IEEE Transactions on Control Systems Technology.

[19]  J. Jiang,et al.  Reliable State Feedback Control System Design Against Actuator Failures , 1998, Autom..

[20]  Yufei Xu,et al.  Passive Fault-Tolerant Control Design for Near-Space Hypersonic Vehicle Dynamical System , 2012, Circuits Syst. Signal Process..

[21]  Rolf Isermann.  Model-based fault-detection and diagnosis - status and applications § , 2004 .

[22]  Petros A. Ioannou,et al.  Adaptive Sliding Mode Control Design fo ra Hypersonic Flight Vehicle , 2004 .

[23]  Wei Wang,et al.  Adaptive actuator failure compensation control of uncertain nonlinear systems with guaranteed transient performance , 2010, Autom..

[24]  Swaroop Darbha,et al.  Dynamic surface control for a class of nonlinear systems , 2000, IEEE Trans. Autom. Control..

[25]  Marc L. Steinberg,et al.  HIGH-FIDELITY SIMULATION TESTING OF CONTROL ALLOCATION METHODS , 2002 .

[26]  Wei Wang,et al.  Adaptive compensation for infinite number of actuator failures or faults , 2011, Autom..

[27]  Yu Guo,et al.  Robust adaptive output‐feedback control for a class of nonlinear systems with time‐varying actuator faults , 2010 .

[28]  Denis Efimov,et al.  Supervisory fault‐tolerant control with mutual performance optimization , 2013 .

[29]  Christopher Edwards,et al.  Fault Tolerant Flight Control , 2010 .

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

[31]  Christopher Edwards,et al.  Fault tolerant flight control : a benchmark challenge , 2010 .

[32]  David B. Doman,et al.  Control-Oriented Modeling of an Air-Breathing Hypersonic Vehicle , 2007 .

[33]  Marios M. Polycarpou,et al.  Command filtered backstepping , 2009, 2008 American Control Conference.

[34]  A. Serrani,et al.  Nonlinear Robust Adaptive Control of Flexible Air-Breathing Hypersonic Vehicles , 2009 .

[35]  Gang Tao,et al.  An adaptive nonlinear output feedback controller using dynamic bounding with an aircraft control application , 2009 .

[36]  P. Antsaklis,et al.  Stability of the pseudo-inverse method for reconfigurable control systems , 1991 .

[37]  Marc Bodson,et al.  Multivariable adaptive algorithms for reconfigurable flight control , 1997, IEEE Trans. Control. Syst. Technol..

[38]  Jan M. Maciejowski,et al.  Predictive control : with constraints , 2002 .

[39]  P.V. Kokotovic,et al.  The joy of feedback: nonlinear and adaptive , 1992, IEEE Control Systems.

[40]  Zhongke Shi,et al.  Command Filter Based Robust Nonlinear Control of Hypersonic Aircraft with Magnitude Constraints on States and Actuators , 2014, J. Intell. Robotic Syst..

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

[42]  Dan Wang,et al.  Neural network-based adaptive dynamic surface control for a class of uncertain nonlinear systems in strict-feedback form , 2005, IEEE Transactions on Neural Networks.

[43]  Marcel Staroswiecki.  Fault tolerant control : The pseudo-inverse method revisited , 2005 .

[44]  Youmin Zhang,et al.  Integrated active fault-tolerant control using IMM approach , 2001 .

[45]  A.K. Caglayan,et al.  Evaluation of a second generation reconfiguration strategy for aircraft flight control systems subjected to actuator failure/surface damage , 1988, Proceedings of the IEEE 1988 National Aerospace and Electronics Conference.

[46]  Jorge Davila,et al.  Exact Tracking Using Backstepping Control Design and High-Order Sliding Modes , 2013, IEEE Transactions on Automatic Control.

[47]  David Henry.  From fault diagnosis to recovery actions for aeronautic and aerospace missions: A model-based point of view , 2008 .

[48]  Michel Kinnaert,et al.  Diagnosis and Fault-Tolerant Control , 2006 .

[49]  Marcel Staroswiecki,et al.  Progressive accommodation of parametric faults in linear quadratic control , 2007, Autom..

[50]  Xidong Tang,et al.  Adaptive actuator failure compensation for nonlinear MIMO systems with an aircraft control application , 2007, Autom..

[51]  Suresh M. Joshi,et al.  Adaptive actuator failure compensation for parametric strict feedback systems and an aircraft application , 2003, Autom..

[52]  Shuzhi Sam Ge,et al.  Adaptive tracking control of uncertain MIMO nonlinear systems with input constraints , 2011, Autom..

[53]  D. Looze,et al.  An automatic redesign approach for restructurable control systems , 1985, IEEE Control Systems Magazine.

[54]  Robert J. Veillette,et al.  Reliable linear-quadratic state-feedback control , 1995, Autom..