柔性机械臂输入跟踪控制的自适应生物算法控制器整定

H. Supriyono, M. Tokhi, B. A. M. Zain
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引用次数: 5

摘要

本文讨论了单连杆柔性机械臂系统输入跟踪控制的研究现状。基于关节的控制(JBC)采用细菌觅食算法(BFA)进行优化。该工作的目的是研究具有自适应化趋步长的BFA在柔性机械臂控制中的性能,并与原始BFA进行比较。采用有限差分法离散拉格朗日方程来表示柔性机械臂的动力学特性,考虑了载荷、柔性模态相关阻尼和轮毂惯性。选择FD方法是因为它能很好地表示柔性机械臂的动力学特性。考察和讨论了两种不同成本函数的影响。根据轮毂角的时域输出来评价控制器的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive biologically-inspired algorithm-based controller tuning for input tracking control of flexible manipulators
This paper discusses current work on the input tracking control of single-link flexible manipulator systems. Joint-based control (JBC) is tuned using bacterial foraging algorithm (BFA). The objective of the work is to investigate the performance of the BFA with adaptable chemotactic step size in the control of a flexible manipulator in comparison to the original BFA. Lagrange equation discretised by finite difference (FD) approach is used to represent the dynamics of the flexible manipulator, incorporating payload with flexible mode associated damping and hub inertia. The FD method is chosen because it can represent flexible manipulator dynamics adequately well. The impact of two different cost functions is examined and discussed. The controller performance is evaluated based on the hub-angle output in time-domain.
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