Adaptive actuator failure compensation control of uncertain nonlinear systems with guaranteed transient performance

In order to accommodate actuator failures which are uncertain in time, pattern and value, we propose two adaptive backstepping control schemes for parametric strict feedback systems. Firstly a basic design scheme on the basis of existing approaches is considered. It is analyzed that, when actuator failures occur, transient performance of the adaptive system cannot be adjusted through changing controller design parameters. Then we propose a new controller design scheme based on a prescribed performance bound (PPB) which characterizes the convergence rate and maximum overshoot of the tracking error. It is shown that the tracking error satisfies the prescribed performance bound all the time. Simulation studies also verify the established theoretical results that the PPB based scheme can improve transient performance compared with the basic scheme, while both ensure stability and asymptotic tracking with zero steady state error in the presence of uncertain actuator failures.

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

[2]  Gang Tao,et al.  Adaptive actuator failure compensation for parametric strict feedback systems and an aircraft application , 2002, at - Automatisierungstechnik.

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

[4]  D. Mayne Nonlinear and Adaptive Control Design [Book Review] , 1996, IEEE Transactions on Automatic Control.

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

[6]  Jovan D. Boskovic,et al.  Stable multiple model adaptive flight control for accommodation of a large class of control effector failures , 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

[7]  Marios M. Polycarpou Fault accommodation of a class of multivariable nonlinear dynamical systems using a learning approach , 2001, IEEE Trans. Autom. Control..

[8]  R. K. Mehra,et al.  A decentralized scheme for accommodation of multiple simultaneous actuator failures , 2002, Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301).

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

[10]  R. Bodson,et al.  Multivariable adaptive algorithms for reconfigurable flight control , 1994, Proceedings of 1994 33rd IEEE Conference on Decision and Control.

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

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

[13]  Ying Zhang,et al.  Robustness of an adaptive backstepping controller without modification , 1999 .

[14]  Thomas S. Brinsmead,et al.  Multiple model adaptive control with safe switching , 2001 .

[15]  William B. Ribbens,et al.  The effects of icing on the longitudinal dynamics of an icing research aircraft , 1999 .

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

[17]  Ying Zhang,et al.  Adaptive backstepping control of a class of uncertain nonlinear systems with unknown backlash-like hysteresis , 2004, IEEE Trans. Autom. Control..

[18]  Leang-San Shieh,et al.  Active fault tolerant control using state-space self-tuning control approach , 2006, Int. J. Syst. Sci..

[19]  Changyun Wen,et al.  Adaptive Backstepping Control of Uncertain Systems with Unknown Input Time-Delay , 2008 .

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

[21]  Charalampos P. Bechlioulis,et al.  Adaptive control with guaranteed transient and steady state tracking error bounds for strict feedback systems , 2009, Autom..

[22]  Raman K. Mehra,et al.  STABLE ADAPTIVE FAULT-TOLERANT CONTROL OF OVERACTUATED AIRCRAFT USING MULTIPLE MODELS, SWITCHING AND TUNING * , 1998 .

[23]  Gang Tao,et al.  An adaptive actuator failure compensation controller using output feedback , 2002, IEEE Trans. Autom. Control..

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

[25]  Yixin Diao,et al.  Stable fault-tolerant adaptive fuzzy/neural control for a turbine engine , 2001, IEEE Trans. Control. Syst. Technol..

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

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

[28]  Ying Zhang,et al.  Robust adaptive control of uncertain discrete-time systems , 1999, Autom..

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

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

[31]  Ying Zhang,et al.  Adaptive backstepping control design for systems with unknown high-frequency gain , 2000, IEEE Trans. Autom. Control..

[32]  William R. Perkins,et al.  Design of reliable control systems , 1992 .

[33]  Jianliang Wang,et al.  Reliable Hinfinity controller design for linear systems , 2001, Autom..

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

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

[36]  Bo Yao,et al.  Reliable H∞ control for linear systems , 2008, 2008 7th World Congress on Intelligent Control and Automation.

[37]  Gang Tao,et al.  Adaptive output feedback actuator failure compensation for a class of non‐linear systems , 2005 .