首页> 外文期刊>International Journal of Intelligent Systems and Applications >Artificial Error Tuning Based on Design a Novel SISO Fuzzy Backstepping Adaptive Variable Structure Control
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Artificial Error Tuning Based on Design a Novel SISO Fuzzy Backstepping Adaptive Variable Structure Control

机译:基于设计的人工误差整定SISO模糊Backstepping自适应变结构控制。

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This paper examines single input single output (SISO) chattering free variable structure control (VSC) which controller coefficient is on-line tuned by fuzzy backstepping algorithm to control of continuum robot manipulator. Variable structure methodology is selected as a framework to construct the control law and address the stability and robustness of the close loop system based on Lyapunove formulation. The main goal is to guarantee acceptable error result and adjust the trajectory following. The proposed approach effectively combines the design technique from variable structure controller is based on Lyapunov and modified Proportional plus Derivative (P+D) fuzzy estimator to estimate the nonlinearity of undefined system dynamic in backstepping controller. The input represents the function between variable structure function, error and the modified rate of error. The outputs represent joint torque, respectively. The fuzzy backstepping methodology is on-line tune the variable structure function based on adaptive methodology. The performance of the SISO VSC based on-line tuned by fuzzy backstepping algorithm (FBSAVSC) is validated through comparison with VSC. Simulation results signify good performance of trajectory in presence of uncertainty joint torque load.
机译:本文研究了单输入单输出(SISO)颤动自由变结构控制(VSC),其控制器系数通过模糊反步算法进行在线调节,以控制连续机器人机械手。选择可变结构方法作为构建控制律并解决基于Lyapunove公式的闭环系统的稳定性和鲁棒性的框架。主要目标是确保可接受的错误结果并调整轨迹。该方法有效地结合了基于Lyapunov的变结构控制器的设计技术和改进的比例加导数(P + D)模糊估计器,以估计反推控制器中不确定系统动力学的非线性。输入代表可变结构函数,误差和修正误差率之间的函数。输出分别代表关节扭矩。模糊反推方法是基于自适应方法在线调整变量结构函数。通过与VSC的比较,验证了通过模糊反推算法(FBSAVSC)在线调整的SISO VSC的性能。仿真结果表明,在存在不确定的关节扭矩载荷的情况下,轨迹具有良好的性能。

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