TY - JOUR JF - joc-isice JO - JoC VL - 9 IS - 3 PY - 2015 Y1 - 2015/12/01 TI - Chaos Control based on Combination of Integral Terminal Sliding Mode with a New Sliding Surface and Adaptive Neuro-Fuzzy Inference System TT - کنترل آشوب مبتنی بر ترکیب کنترل مد لغزشی ترمینال انتگرالی هوشمند با یک سطح لغزشی جدید و سیستم استنتاج فازی- عصبی تطبیقی N2 - In this paper, an intelligent integral terminal sliding mode control method with a new sliding surface is proposed based on adaptive neural-fuzzy inference. First, a terminal sliding mode controller using a novel sliding surface is designed based on Lyapunov’s stability theorem for controlling a class of chaotic systems in presence of uncertainty and disturbance. The proposed sliding surface is a combination of the conventional terminal sliding surface and integral of a nonlinear function of the states of the system. The purpose of choosing this surface includes achieving appropriate response speed, removing chattering and robustness against external disturbance. Then, we assume that a nonlinear part of the system is unknown and only input-output data is available. Therefore, an adaptive neuro-fuzzy inference system is used to approximate the unknown part of the system dynamics. Finally, in order to enhance the performance of the proposed method, the honey bee algorithm is utilizd for selecting the coefficients of integral terminal sliding mode controller. The simulation results show the effectiveness of the controller due to the improved speed, removed chattering, appropriate transient response and satisfactory performance in the presence of uncertainties in the system model. SP - 37 EP - 50 AU - Khari, Safa AU - Rahmani Cherati, Zahra AU - Rezaie, Behooz AU - Sadati, Seid Jalil AD - Babol Noshirvani University of Technology KW - Chaos KW - Terminal sliding mode controller KW - Adaptive neuro-fuzzy inference system KW - Honey bee algorithm KW - Chattering. UR - http://joc.kntu.ac.ir/article-1-281-en.html ER -