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A Review of Fuzzy Logic and Neural Network Based Intelligent Control Design for Discrete-Time Systems

Yiming Jiang, Chenguang Yang, Hongbin Ma
2016 Discrete Dynamics in Nature and Society  
For discrete-time FLC systems, numerous remarkable design approaches are introduced and a series of efficient methods to deal with the robustness, stability, and time delay of FLC discrete-time systems  ...  Techniques for NN-based intelligent control for discrete-time systems, such as adaptive methods and adaptive dynamic programming approaches, are also reviewed.  ...  Tseng [67] studied the time delay problem for a nonlinear discrete-time system based on model reference fuzzy tracking control.  ... 
doi:10.1155/2016/7217364 fatcat:qkjxrfnvpja4zjzk2cgmg6x7tm

An Approach to Fuzzy Modeling of Electromagnetic Actuated Clutch Systems

Tomescu Marius, Dragoş Claudia-Adina, Precup Radu-Emil, Preitl Stefan, Petriu Emil M., Rădac M.-Bogdan
2013 International Journal of Computers Communications & Control  
Three discrete-time T-S fuzzy models are suggested, compared and validated by simulation results.  ...  This paper proposes an approach to fuzzy modeling of a nonlinear servo system application represented by an electromagnetic actuated clutch system.  ...  feedback system and the nonlinear reference model.  ... 
doi:10.15837/ijccc.2013.3.218 fatcat:nryqht3qaffg5phudk3s3gdsz4

Fuzzy $H_\infty$ Filter Design for a Class of Nonlinear Discrete-Time Systems With Multiple Time Delays

Huaguang Zhang, Shuxian Lun, Derong Liu
2007 IEEE transactions on fuzzy systems  
This paper studies the fuzzy filter design problem for signal estimation of nonlinear discrete-time systems with multiple time delays and unknown bounded disturbances.  ...  First, the Takagi-Sugeno (T-S) fuzzy model is used to represent the state-space model of nonlinear discrete-time systems with time delays.  ...  In [24] , for nonlinear discrete-time systems, an filter based on T-S fuzzy model is developed.  ... 
doi:10.1109/tfuzz.2006.889841 fatcat:z4so36nllzbddinckwfo5xnjtq

GA-based intelligent digital redesign of fuzzy-model-based controllers

Wook Chang, Jin Bae Park, Young Hoon Joo
2003 IEEE transactions on fuzzy systems  
Intelligent digital redesign involves converting a continuous-time fuzzy-model-based controller into an equivalent discrete-time counterpart for the digital control of continuous-time nonlinear systems  ...  He has worked in several areas, including fuzzy modeling, genetic algorithms, neural networks, and fuzzy logic control.  ...  For this purpose, we consider that the continuous-time TS fuzzy model and the well-designed continuous-time fuzzy-model-based controller are available for the given continuous-time nonlinear system.  ... 
doi:10.1109/tfuzz.2002.806315 fatcat:mgkhywsiljhx5of2da2l37ieke

Stability analysis and H∞ control of discrete T–S fuzzy hyperbolic systems

Ruirui Duan, Junmin Li, Yanni Zhang, Ying Yang, Guopei Chen
2016 International Journal of Applied Mathematics and Computer Science  
This paper focuses on the problem of constraint control for a class of discrete-time nonlinear systems.  ...  Firstly, a new discrete T–S fuzzy hyperbolic model is proposed to represent a class of discrete-time nonlinear systems.  ...  Acknowledgment The authors wish to thank the Editor-in-Chief and the anonymous reviewers for their valuable comments and suggestions. This work is supported by the Ph.  ... 
doi:10.1515/amcs-2016-0009 fatcat:o6c5lpfklrfcbhfmmxagjgmm5m

Robust H/sub /spl infin// control for uncertain discrete-time-delay fuzzy systems via output feedback controllers

Shengyuan Xu, J. Lam
2005 IEEE transactions on fuzzy systems  
The T-S fuzzy model is adopted for fuzzy modeling of a discrete uncertain nonlinear systems with time delays. The parameter uncertainties are assumed to be time varying but norm bounded.  ...  for a class of uncertain discrete-time fuzzy systems with time delays.  ... 
doi:10.1109/tfuzz.2004.839661 fatcat:vj3qcw46avh5fd6lfu2tsnop7u

Stability Analysis of Fuzzy Logic Control Systems for a Class of Nonlinear SISO Discrete-Time Systems

Radu-Emil Precup, Marius-Lucian Tomescu, Stefan Preitl, Emil M. Petriu, Claudia-Adina Dragoş
2011 IFAC Proceedings Volumes  
An example related to the design of a stable fuzzy logic control system for the discrete-time Lorenz chaotic system and simulation results are included.  ...  The fuzzy logic control systems consist of nonlinear Single Input-Single Output (SISO) discrete-time processes controlled by Takagi-Sugeno fuzzy logic controllers.  ...  ACKNOWLEDGEMENTS This work was supported by the CNCSIS (IDEI 940/2008) and UEFISCDI (SICONA 12100/2008) of Romania.  ... 
doi:10.3182/20110828-6-it-1002.00937 fatcat:le3ead6siba6bnslljvalsdzt4

Predictive Control for a Class of Nonlinear Systems Using Fuzzy Logic

Hugang Han, Chun-Yi Su, Shuta MURAKAMI
2001 Journal of Japan Society for Fuzzy Theory and Systems  
The goal of this paper is to design a controller for a class of nonlinear systerns with delay time using fuzzy logic.  ...  of nenlinear systems with delay time using fuzzy logic, The control scheme considerecl here [s the integration of fuzzy control component, which mainly consists of the fuzzy universal appreximator, and  ...  - put nonlinear discrete-time system xk !  ... 
doi:10.3156/jfuzzy.13.4_55 fatcat:lv7zxb6rmjaf7osethrmrthlpi

Editorial Message: Special Issue on Fuzzy Theory and Its Applications

Cheng-Jian Lin
2017 International Journal of Fuzzy Systems  
These articles provide interesting and timely innovative results covering adaptive predictive PID control using fuzzy wavelet neural networks for nonlinear discrete-time time-delay systems, fuzzy control  ...  model, fuzzy modeling method based on rectangular pyramid fuzzy system, nonlinear behavior in Romeo and Juliet's love model influenced by external force with fuzzy membership function, fuzzy theory using  ...  These articles provide interesting and timely innovative results covering adaptive predictive PID control using fuzzy wavelet neural networks for nonlinear discrete-time time-delay systems, fuzzy control  ... 
doi:10.1007/s40815-017-0428-5 fatcat:xpyu72y5ybb6jir7jl7eycknyi

Hybrid Compensation Control for Affine TSK Fuzzy Control Systems

C.-C. Hsiao, S.-F. Su, T.-T. Lee, C.-C. Chuang
2004 IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)  
The paper proposes a way of designing state feedback controllers for affine Takagi-Sugeno-Kang (TSK) fuzzy models.  ...  Index Terms-Affine TSK fuzzy model, fuzzy control, hybrid compensation control.  ...  The first one is to design a fuzzy controller for a nonlinear or unknown system, and the other is to find a controller for a fuzzy system.  ... 
doi:10.1109/tsmcb.2004.830338 pmid:15462451 fatcat:i5b7ab4lmjg55jejbw3s5foh4q

Synthesis of fuzzy model-based designs to synchronization and secure communications for chaotic systems

Kuang-Yow Lian, Tung-Sheng Chiang, Chian-Song Chiu, P. Liu
2001 IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)  
Many well-known continuous and discrete chaotic systems can be exactly represented by T-S fuzzy models with only one premise variable.  ...  This paper presents synthesis approaches for synchronization and secure communications of chaotic systems by using fuzzy model-based design methods.  ...  Consider a general nonlinear dynamic equation as follows: (1) where are and in continuous-time and discrete-time systems, respectively; , and are the state and control input vectors, respectively; and  ... 
doi:10.1109/3477.907565 pmid:18244768 fatcat:5wx77mkgdzfgrpo2ywhq5s7fai

Fuzzy linear pulse-transfer function-based sliding-mode control for nonlinear discrete-time systems

Chih-Lyang Hwang
2002 IEEE transactions on fuzzy systems  
The approximation error between the nonlinear discrete-time system and the fuzzy linear pulse-transfer function system is represented by the linear time-invariant dynamic system in every subsystem, whose  ...  Index Terms-Dead-beat control, discrete-time sliding-mode control, fuzzy linear pulse-transfer function, internal model principle, Lyapunov redesign, Lyapunov stability theory.  ...  redesign) to develop an easy and effective fuzzy robust controller for a class of nonlinear discrete-time systems.  ... 
doi:10.1109/91.995120 fatcat:4fohmskd7nh2riaesyziueoqxu

2019 Index IEEE Transactions on Fuzzy Systems Vol. 27

2019 IEEE transactions on fuzzy systems  
., +, TFUZZ Oct. 2019 1931-1942 Model-Based Control and Stability Analysis of Discrete-Time Polynomial Fuzzy Systems With Time Delay and Positivity Constraints.  ...  ., +, TFUZZ Oct. 2019 1931- 1942 Model-Based Control and Stability Analysis of Discrete-Time Polynomial Fuzzy Systems With Time Delay and Positivity Constraints.  ...  Nonlinear filters Adaptive Neuro-Fuzzy Control for Discrete-Time Nonaffine Nonlinear Systems. Gil  ... 
doi:10.1109/tfuzz.2020.2966828 fatcat:pgfo5oksjrdbpa5s534ky74bie

An Optimized Takagi-Sugeno Fuzzy-Based Satellite Attitude Controller by Two State Actuator

Sobutyeh Rezanezhad
2014 IAES International Journal of Artificial Intelligence (IJ-AI)  
The controller was designed based on Takagi-Sugeno satellite dynamic model, a powerful tool for modeling nonlinear systems.  ...  Because of proper operation and simplicity, fuzzy controller was used to save fuel and analyze the uncertainty and nonlinearities of satellite control system.  ...  Fuzzy controller is an appropriate choice to control nonlinear systems. Minimizing the time required for the system to reach the steady state is an important point in fuzzy controller design.  ... 
doi:10.11591/ijai.v3.i4.pp166-176 fatcat:ps4t7l2b4fczhoo7r46ezgw7oq

New Developments in Mathematical Control and Information for Fuzzy Systems

Hamid Reza Karimi, Mohammed Chadli, Peng Shi
2013 Mathematical Problems in Engineering  
., the authors investigate the stabilization problem for a class of discrete-time stochastic nonaffine nonlinear systems (SNNS) based on generalized stochastic T-S fuzzy models.  ...  In the paper entitled "direct adaptive fuzzy sliding mode control with variable universe fuzzy switching term for a class of MIMO nonlinear systems" by G.  ...  We are also very grateful to the reviewers for their efforts in reviewing the papers on time. Hamid Reza Karimi Mohammed Chadli Peng Shi  ... 
doi:10.1155/2013/126878 fatcat:jqd2cnhbrvexnb3uceubjego54
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