Robust $$H_{\infty }$$ adaptive output feedback sliding mode control for interval type-2 fuzzy fractional-order systems with actuator faults

This paper addresses the $$H_{\infty }$$ adaptive output feedback sliding mode fault-tolerant control problem for uncertain nonlinear fractional-order $$\hbox {systems}$$ (FOSs) with $$0<\alpha <1$$ . The interval type-2 Takagi–Sugeno model is employed to represent the FOSs. Adaptive laws are designed to estimate the upper bounds of the nonlinear terms and mismatched disturbances. A reduced dimension sliding surface is constructed based on system output. A sufficient condition is established in terms of linear matrix inequalities to guarantee the stability of the sliding mode. Then, a control scheme based on fractional-order reaching law is proposed to make the resulting control system reach the sliding mode surface in a finite time. The effectiveness of proposed methods is illustrated by a numerical simulation example.

[1]  Xiaona Song,et al.  Event-triggered reliable H∞ fuzzy filtering for nonlinear parabolic PDE systems with Markovian jumping sensor faults , 2020, Inf. Sci..

[2]  Okyay Kaynak,et al.  Sliding Mode Observer-Based FTC for Markovian Jump Systems With Actuator and Sensor Faults , 2017, IEEE Transactions on Automatic Control.

[3]  Peng Shi,et al.  Adaptive Sliding-Mode Control of Markov Jump Nonlinear Systems With Actuator Faults , 2017, IEEE Transactions on Automatic Control.

[4]  Jianwei Xia,et al.  Adaptive Backstepping Hybrid Fuzzy Sliding Mode Control for Uncertain Fractional-Order Nonlinear Systems Based on Finite-Time Scheme , 2020, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[5]  Bo Zhang,et al.  High-Power Fractional-Order Capacitor With 1 < α < 2 Based on Power Converter , 2018, IEEE Trans. Ind. Electron..

[6]  Yongduan Song,et al.  Backstepping Design of Adaptive Neural Fault-Tolerant Control for MIMO Nonlinear Systems , 2017, IEEE Transactions on Neural Networks and Learning Systems.

[7]  Peng Shi,et al.  Admissibilization of Singular Interval-Valued Fuzzy Systems , 2017, IEEE Transactions on Fuzzy Systems.

[8]  Jing Wang,et al.  Fractional order sliding mode control via disturbance observer for a class of fractional order systems with mismatched disturbance, , 2018, Mechatronics.

[9]  Okyay Kaynak,et al.  Observer-based method for synchronization of uncertain fractional order chaotic systems by the use of a general type-2 fuzzy system , 2016, Appl. Soft Comput..

[10]  Guang-Hong Yang,et al.  Fault-tolerant output-constrained control of unknown Euler-Lagrange systems with prescribed tracking accuracy , 2020, Autom..

[11]  Yi Shen,et al.  Adaptive sliding mode fault-tolerant control for type-2 fuzzy systems with distributed delays , 2019, Inf. Sci..

[12]  Tianyu Liu,et al.  Sufficient and necessary conditions for stabilizing singular fractional order systems with partially measurable state , 2019, J. Frankl. Inst..

[13]  Tsung-Chih Lin,et al.  Adaptive fuzzy sliding mode control for synchronization of uncertain fractional order chaotic systems , 2011 .

[14]  Yuanqing Xia,et al.  Robust Adaptive Sliding-Mode Control for Fuzzy Systems With Mismatched Uncertainties , 2010, IEEE Transactions on Fuzzy Systems.

[15]  Jian Chen,et al.  Fuzzy normalization and stabilization for a class of nonlinear rectangular descriptor systems , 2017, Neurocomputing.

[16]  Mohammad Saleh Tavazoei,et al.  Maximum Number of Frequencies in Oscillations Generated by Fractional Order LTI Systems , 2010, IEEE Transactions on Signal Processing.

[17]  Mohammad Eghtesad,et al.  Optimal adaptive interval type-2 fuzzy fractional-order backstepping sliding mode control method for some classes of nonlinear systems. , 2019, ISA transactions.

[18]  Daoyi Dong,et al.  Fault-Tolerant Control of Linear Quantum Stochastic Systems , 2017, IEEE Transactions on Automatic Control.

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

[20]  Daniel W. C. Ho,et al.  Fault-Tolerant Consensus of Multi-Agent System With Distributed Adaptive Protocol , 2015, IEEE Transactions on Cybernetics.

[21]  Xiaozhong Liao,et al.  Integral sliding mode control for fractional-order systems with mismatched uncertainties , 2013 .

[22]  Jun Zhang,et al.  Adaptive Fault-Tolerant Tracking Control for Linear and Lipschitz Nonlinear Multi-Agent Systems , 2015, IEEE Transactions on Industrial Electronics.

[23]  Huai-Ning Wu,et al.  Adaptive synchronization control with optimization policy for fractional-order chaotic systems between 0 and 1 and its application in secret communication. , 2019, ISA transactions.

[24]  D. Matignon Stability properties for generalized fractional differential systems , 1998 .

[25]  Guang-Hong Yang,et al.  Dynamic output feedback H∞ control for fractional-order linear uncertain systems with actuator faults , 2019, J. Frankl. Inst..

[26]  Xuefeng Zhang,et al.  Static and dynamic output feedback stabilisation of descriptor fractional order systems , 2020, IET Control Theory & Applications.

[27]  Manuel A. Duarte-Mermoud,et al.  Lyapunov functions for fractional order systems , 2014, Commun. Nonlinear Sci. Numer. Simul..

[28]  Bagher Shirmohammadi,et al.  Fractional snow cover mapping from MODIS data using wavelet-artificial intelligence hybrid models , 2014 .

[29]  Jinde Cao,et al.  ${H}_{\infty }$ Filtering for Fuzzy Jumping Genetic Regulatory Networks With Round-Robin Protocol: A Hidden-Markov-Model-Based Approach , 2020, IEEE Transactions on Fuzzy Systems.

[30]  Ying Yang,et al.  Sliding-Mode Observer-Based Fault Reconstruction for T-S Fuzzy Descriptor Systems , 2021, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[31]  Weidong Zhang,et al.  Robust fuzzy control for fractional-order systems with estimated fraction-order , 2019, Nonlinear Dynamics.

[32]  P. Tse,et al.  Adaptive backstepping output feedback control for a class of nonlinear fractional order systems , 2016 .

[34]  Hak-Keung Lam,et al.  Stability Analysis of Interval Type-2 Fuzzy-Model-Based Control Systems , 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[35]  Zhen Wang,et al.  Synthesis of Sliding Mode Control for a Class of Uncertain Singular Fractional-Order Systems-Based Restricted Equivalent , 2019, IEEE Access.

[36]  Xiaona Song,et al.  Fractional-order adaptive neuro-fuzzy sliding mode H∞ control for fuzzy singularly perturbed systems , 2019, J. Frankl. Inst..

[37]  Ligang Wu,et al.  Optimal Guaranteed Cost Sliding-Mode Control of Interval Type-2 Fuzzy Time-Delay Systems , 2018, IEEE Transactions on Fuzzy Systems.

[38]  Tufan Kumbasar,et al.  A new fractional-order general type-2 fuzzy predictive control system and its application for glucose level regulation , 2020, Appl. Soft Comput..

[39]  Guang-Hong Yang,et al.  Prescribed Performance Fault-Tolerant Control of Uncertain Nonlinear Systems With Unknown Control Directions , 2017, IEEE Transactions on Automatic Control.

[40]  Mohamed Darouach,et al.  ℋ∞ Adaptive observer for nonlinear fractional‐order systems , 2017 .

[41]  R. Wu,et al.  Adaptive sliding-mode control for fractional-order uncertain linear systems with nonlinear disturbances , 2015 .

[42]  Yuanqing Xia,et al.  Design of Static Output Feedback Sliding Mode Control for Uncertain Linear Systems , 2010, IEEE Transactions on Industrial Electronics.

[43]  Jianbin Qiu,et al.  Universal Fuzzy Integral Sliding-Mode Controllers Based on T–S Fuzzy Models , 2014, IEEE Transactions on Fuzzy Systems.

[44]  Song Zhu,et al.  Finite-Time Stability of Delayed Memristor-Based Fractional-Order Neural Networks , 2020, IEEE Transactions on Cybernetics.

[45]  Yongping Pan,et al.  Adaptive Fuzzy Backstepping Control of Fractional-Order Nonlinear Systems , 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[46]  Hu Wang,et al.  Stability and synchronization for Riemann-Liouville fractional-order time-delayed inertial neural networks , 2019, Neurocomputing.

[47]  Shu Liang,et al.  Bounded real lemmas for fractional order systems , 2015, Int. J. Autom. Comput..

[48]  Zhiyao Ma,et al.  Adaptive Fuzzy Backstepping Dynamic Surface Control of Strict-Feedback Fractional-Order Uncertain Nonlinear Systems , 2020, IEEE Transactions on Fuzzy Systems.

[49]  Ningning Yang,et al.  A novel fractional-order hyperchaotic system stabilization via fractional sliding-mode control , 2013 .

[50]  Xuefeng Zhang,et al.  Adaptive Sliding Mode Observer Design for a Class of T–S Fuzzy Descriptor Fractional Order Systems , 2020, IEEE Transactions on Fuzzy Systems.

[51]  Mohammed Chadli,et al.  New admissibility conditions for singular linear continuous-time fractional-order systems , 2017, J. Frankl. Inst..

[52]  Jin Bae Park,et al.  Neural-Network-Based Decentralized Adaptive Control for a Class of Large-Scale Nonlinear Systems With Unknown Time-Varying Delays , 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[53]  Xiaona Song,et al.  Finite-Time ${\mathscr{H}_{\infty}}$ Asynchronous Control for Nonlinear Markov Jump Distributed Parameter Systems via Quantized Fuzzy Output-Feedback Approach , 2020, IEEE Transactions on Cybernetics.

[54]  Shuyi Shao,et al.  Adaptive sliding mode synchronization for a class of fractional-order chaotic systems with disturbance , 2016 .

[55]  Rongnian Tang,et al.  Robust adaptive fractional-order observer for a class of fractional-order nonlinear systems with unknown parameters , 2018 .

[56]  Roberto Garrappa,et al.  Grünwald-Letnikov operators for fractional relaxation in Havriliak-Negami models , 2016, Commun. Nonlinear Sci. Numer. Simul..

[57]  Y. Chen,et al.  Admissibility and robust stabilization of continuous linear singular fractional order systems with the fractional order α: The 0 , 2017, ISA transactions.