Based on Parameter Optimization and FLC Nonsingular Terminal Sliding Mode Controller of a Two-Link Flexible Manipulator

Xuemei Zheng, J. Platts, Yong Feng
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Abstract

The robotic system of a two-link flexible manipulator is decomposed into an input-output subsystem and a zero dynamics subsystem using the input-output linearization technique. A novel inverse dynamics nonsingular terminal sliding mode controller is designed to make the input-output subsystem converge to its equilibrium point in finite time. The parameters of the zero dynamic subsystem are optimized by a genetic algorithm so that the zero dynamics subsystem is asymptotically stable at equilibrium point and finally the whole original flexible manipulator system is guaranteed to be asymptotically stable. Additionally, in order to overcome the chattering, this paper adapts a fuzzy logic controller to realize the nonlinear switching function. Simulation results are presented to validate the design.
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基于参数优化和FLC的两连杆柔性机械臂非奇异末端滑模控制器
采用输入-输出线性化技术,将两连杆柔性机械臂机器人系统分解为输入-输出子系统和零动力学子系统。设计了一种新的逆动力学非奇异终端滑模控制器,使输入输出子系统在有限时间内收敛到平衡点。通过遗传算法对零动力子系统的参数进行优化,使零动力子系统在平衡点处渐近稳定,从而保证整个原柔性机械臂系统的渐近稳定。此外,为了克服抖振,本文采用模糊逻辑控制器来实现非线性开关功能。仿真结果验证了设计的正确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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