Robust control of uncertain semi-Markovian jump systems using sliding mode control method

The problem of robust adaptive sliding mode control for semi-Markovian jump systems with actuator faults is investigated in this paper. The uncertainties considered in this paper satisfy norm-bounded form, and bounds of nonlinearity, actuator faults and external disturbance are unknown. Then, the influences of the actuator faults, unknown nonlinearity and disturbance can be effectively attenuated via a novel adaptive sliding mode controller. The reachability of sliding mode surface can be guaranteed by the adaptive sliding mode controller. Using Lyapunov stability theory, sufficient conditions are derived to guarantee the stochastic stability of the sliding mode dynamics. Finally, a numerical example is exploited to demonstrate the effectiveness of the proposed method.

[1]  Ji Huang,et al.  Stochastic stability of semi-Markov jump linear systems: An LMI approach , 2011, IEEE Conference on Decision and Control and European Control Conference.

[2]  Jianbin Qiu,et al.  State Estimation in Nonlinear System Using Sequential Evolutionary Filter , 2016, IEEE Transactions on Industrial Electronics.

[3]  Yan Shi,et al.  Switched Fuzzy Output Feedback Control and Its Application to a Mass–Spring–Damping System , 2016, IEEE Transactions on Fuzzy Systems.

[4]  Daniel W. C. Ho,et al.  Sliding mode control of switched hybrid systems with stochastic perturbation , 2011, Syst. Control. Lett..

[5]  Hak-Keung Lam,et al.  Observer-Based Fuzzy Control for Nonlinear Networked Systems Under Unmeasurable Premise Variables , 2016, IEEE Transactions on Fuzzy Systems.

[6]  Salah Laghrouche,et al.  Observer-based higher order sliding mode control of power factor in three-phase AC/DC converter for hybrid electric vehicle applications , 2013, Int. J. Control.

[7]  Tao Liu,et al.  Fuzzy Controller Design for Nonlinear Impulsive Fuzzy Systems With Time Delay , 2011, IEEE Transactions on Fuzzy Systems.

[8]  Li Yu,et al.  Energy-Efficient Distributed Filtering in Sensor Networks: A Unified Switched System Approach. , 2017, IEEE transactions on cybernetics.

[9]  James Lam,et al.  Further Results on Exponential Estimates of Markovian Jump Systems With Mode-Dependent Time-Varying Delays , 2011, IEEE Transactions on Automatic Control.

[10]  Xingyu Wang,et al.  Sliding mode control design for uncertain delay systems with partial actuator degradation , 2009, Int. J. Syst. Sci..

[11]  Ligang Wu,et al.  Observer-based adaptive sliding mode control for nonlinear Markovian jump systems , 2016, Autom..

[12]  Vadim I. Utkin,et al.  Sliding Modes in Control and Optimization , 1992, Communications and Control Engineering Series.

[13]  Peng Shi,et al.  Fault-Tolerant Control for Nonlinear Markovian Jump Systems via Proportional and Derivative Sliding Mode Observer Technique , 2011, IEEE Transactions on Circuits and Systems I: Regular Papers.

[14]  Ligang Wu,et al.  Quantized Control Design for Cognitive Radio Networks Modeled as Nonlinear Semi-Markovian Jump Systems , 2015, IEEE Transactions on Industrial Electronics.

[15]  Baoping Jiang,et al.  Passivity based sliding mode control of uncertain singular Markovian jump systems with time-varying delay and nonlinear perturbations , 2015, Appl. Math. Comput..

[16]  Xingyu Wang,et al.  Sliding mode control for Itô stochastic systems with Markovian switching , 2007, Autom..

[17]  Vadim I. Utkin,et al.  A control engineer's guide to sliding mode control , 1999, IEEE Trans. Control. Syst. Technol..

[18]  Ning Wang,et al.  Adaptive Robust Finite-Time Trajectory Tracking Control of Fully Actuated Marine Surface Vehicles , 2016, IEEE Transactions on Control Systems Technology.

[19]  Fang Wu,et al.  Networked Control With Reset Quantized State Based on Bernoulli Processing , 2014, IEEE Transactions on Industrial Electronics.

[20]  Yugang Niu,et al.  Design of Sliding Mode Control Subject to Packet Losses , 2010, IEEE Transactions on Automatic Control.

[21]  Fuwen Yang,et al.  H∞ filtering for nonlinear networked systems with randomly occurring distributed delays, missing measurements and sensor saturation , 2016, Inf. Sci..

[22]  Yugang Niu,et al.  Adaptive sliding mode control for stochastic Markovian jumping systems with actuator degradation , 2013, Autom..

[23]  Daniel W. C. Ho,et al.  Sliding mode control of singular stochastic hybrid systems , 2010, Autom..

[24]  Steven X. Ding,et al.  Real-Time Implementation of Fault-Tolerant Control Systems With Performance Optimization , 2014, IEEE Transactions on Industrial Electronics.

[25]  Wei Xing Zheng,et al.  Second-Order Sliding Mode Control for Nonlinear Uncertain Systems Bounded by Positive Functions , 2015, IEEE Transactions on Industrial Electronics.

[26]  Keith J. Burnham,et al.  On stabilization of bilinear uncertain time-delay stochastic systems with Markovian jumping parameters , 2002, IEEE Trans. Autom. Control..

[27]  Hamid Reza Karimi,et al.  Filtering for Discrete-Time Delay Systems , 2015 .

[28]  Ligang Wu,et al.  State estimation and sliding mode control for semi-Markovian jump systems with mismatched uncertainties , 2015, Autom..

[29]  Huijun Gao,et al.  I filtering for 2D Markovian jump systems , 2008, Autom..

[30]  Dan Ye,et al.  Improved fuzzy control design for nonlinear Markovian-jump systems with incomplete transition descriptions , 2013, Fuzzy Sets Syst..

[31]  Yang Shi,et al.  Stochastic stability and robust stabilization of semi‐Markov jump linear systems , 2013 .

[32]  Shaocheng Tong,et al.  Fuzzy Approximation-Based Adaptive Backstepping Optimal Control for a Class of Nonlinear Discrete-Time Systems With Dead-Zone , 2016, IEEE Transactions on Fuzzy Systems.

[33]  Franck Plestan,et al.  Higher order sliding mode control based on integral sliding mode , 2007, Autom..

[34]  Zhihong Man,et al.  Non-singular terminal sliding mode control of rigid manipulators , 2002, Autom..

[35]  Ligang Wu,et al.  Filtering of Interval Type-2 Fuzzy Systems With Intermittent Measurements , 2016, IEEE Transactions on Cybernetics.

[36]  Peng Shi,et al.  $l_{2}-l_{\infty}$ Model Reduction for Switched LPV Systems With Average Dwell Time , 2008, IEEE Transactions on Automatic Control.

[37]  Jianbin Qiu,et al.  Fuzzy-Model-Based Reliable Static Output Feedback $\mathscr{H}_{\infty }$ Control of Nonlinear Hyperbolic PDE Systems , 2016, IEEE Transactions on Fuzzy Systems.

[38]  Shaocheng Tong,et al.  Fuzzy Adaptive Output Feedback Control of MIMO Nonlinear Systems With Partial Tracking Errors Constrained , 2015, IEEE Transactions on Fuzzy Systems.

[39]  Hak-Keung Lam,et al.  Observer-Based Fault Detection for Nonlinear Systems With Sensor Fault and Limited Communication Capacity , 2016, IEEE Transactions on Automatic Control.

[40]  Ju H. Park,et al.  Finite-time synchronization control for uncertain Markov jump neural networks with input constraints , 2014, Nonlinear Dynamics.

[41]  Xinghuo Yu,et al.  Design and Implementation of Terminal Sliding Mode Control Method for PMSM Speed Regulation System , 2013, IEEE Transactions on Industrial Informatics.

[42]  Salah Laghrouche,et al.  Adaptive-Gain Second Order Sliding Mode Observer Design for Switching Power Converters , 2013, ArXiv.

[43]  Shaocheng Tong,et al.  Hybrid Fuzzy Adaptive Output Feedback Control Design for Uncertain MIMO Nonlinear Systems With Time-Varying Delays and Input Saturation , 2016, IEEE Transactions on Fuzzy Systems.

[44]  Dan Ye,et al.  A Separated Approach to Control of Markov Jump Nonlinear Systems With General Transition Probabilities , 2016, IEEE Transactions on Cybernetics.

[45]  X. Mao Stability of stochastic differential equations with Markovian switching , 1999 .

[46]  Changyin Sun,et al.  Adaptive Neural Impedance Control of a Robotic Manipulator With Input Saturation , 2016, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[47]  Wei Xing Zheng,et al.  Dissipativity-Based Sliding Mode Control of Switched Stochastic Systems , 2013, IEEE Transactions on Automatic Control.

[48]  Alexandre Trofino,et al.  Mode-Independent ${\cal H}_{\infty}$ Filters for Markovian Jump Linear Systems , 2006, IEEE Transactions on Automatic Control.

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

[50]  Sliding Mode Control for Uncertain Switched Systems with Partial Actuator Faults , 2014 .

[51]  Shaocheng Tong,et al.  Adaptive Fuzzy Identification and Control for a Class of Nonlinear Pure-Feedback MIMO Systems With Unknown Dead Zones , 2015, IEEE Transactions on Fuzzy Systems.

[52]  Hak-Keung Lam,et al.  Adaptive Sliding Mode Control for Interval Type-2 Fuzzy Systems , 2016, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[53]  Hui Chen,et al.  Reliable finite-time H∞ filtering for discrete time-delay systems with Markovian jump and randomly occurring nonlinearities , 2015, Appl. Math. Comput..

[54]  Huijun Gao,et al.  Fault-tolerant control of Markovian jump stochastic systems via the augmented sliding mode observer approach , 2014, Autom..

[55]  Jiahui Wang,et al.  Output-Feedback Based Sliding Mode Control for Fuzzy Systems With Actuator Saturation , 2016, IEEE Transactions on Fuzzy Systems.

[56]  Ligang Wu,et al.  Event-Triggered Fault Detection of Nonlinear Networked Systems , 2017, IEEE Transactions on Cybernetics.

[57]  Ye Zhao,et al.  Asynchronous Filtering of Discrete-Time Switched Linear Systems With Average Dwell Time , 2011, IEEE Transactions on Circuits and Systems I: Regular Papers.

[58]  Michael V. Basin,et al.  Sliding mode filter design for nonlinear polynomial systems with unmeasured states , 2012, Inf. Sci..

[59]  Hao Shen,et al.  Robust extended dissipative control for sampled-data Markov jump systems , 2014, Int. J. Control.

[60]  Gang Feng,et al.  Observer-Based Output Feedback Event-Triggered Control for Consensus of Multi-Agent Systems , 2014, IEEE Transactions on Industrial Electronics.

[61]  Peng Shi,et al.  Network-Based Event-Triggered Control for Singular Systems With Quantizations , 2016, IEEE Transactions on Industrial Electronics.

[62]  Yugang Niu,et al.  Stabilization of Markovian jump linear system over networks with random communication delay , 2009, Autom..

[63]  Shaocheng Tong,et al.  Adaptive Fuzzy Output Feedback Dynamic Surface Control of Interconnected Nonlinear Pure-Feedback Systems , 2015, IEEE Transactions on Cybernetics.

[64]  Peng Shi,et al.  Stochastic stability of Ito differential equations with semi-Markovian jump parameters , 2006, IEEE Transactions on Automatic Control.

[65]  Shuzhi Sam Ge,et al.  Cooperative control of a nonuniform gantry crane with constrained tension , 2016, Autom..

[66]  Dong Yue,et al.  Control Synthesis of Discrete-Time T–S Fuzzy Systems via a Multi-Instant Homogenous Polynomial Approach , 2016, IEEE Transactions on Cybernetics.

[67]  Renquan Lu,et al.  Networked Control With State Reset and Quantized Measurements: Observer-Based Case , 2013, IEEE Transactions on Industrial Electronics.

[68]  Wei Xing Zheng,et al.  L2-L∞ filtering for stochastic Markovian jump delay systems with nonlinear perturbations , 2015, Signal Process..

[69]  Vadim I. Utkin,et al.  Adaptive sliding mode control in discrete-time systems , 1995, Autom..