欠驱动机器人的模糊能量区域切换控制方法

K. Ichida, K. Izumi, K. Watanabe
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引用次数: 10

摘要

欠驱动机械臂的一种控制方法是切换控制,它使用预先设定的切换规则选择部分稳定控制器。提出了一种基于模糊能量域的开关计算转矩控制方法。该方法采用计算转矩法设计部分稳定控制器,并基于模糊能量域设计切换规则。采用遗传算法离线优化模糊能区边界曲线的设计参数。本文讨论了采用遗传算法设计参数的被控系统。
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A switching control based fuzzy energy region method for underactuated robots
One of control methods for underactuated manipulators is known as a switching control which selects a partially-stable controller using a prespecified switching rule. A switching computed torque control with a fuzzy energy region method has been already proposed. In this approach, some partly stable controllers are designed by the computed torque method, and a switching rule is based on fuzzy energy regions. Design parameters related to boundary curves of fuzzy energy regions are optimized offline by a genetic algorithm (GA). In this paper, we discuss about the controlled system using the proposed method with parameters designed by GA.
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