Fuzzy Impedance Control for Enhancing Capabilities of Humans in Onerous Tasks Execution

L. Roveda, Shaghavezh Haghshenas, A. Prini, T. Dinon, N. Pedrocchi, F. Braghin, L. M. Tosatti
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引用次数: 24

Abstract

Human-robot cooperation is increasingly demanded in industrial applications. Many tasks require the robot to enhance the capabilities of humans, allowing them to execute onerous tasks or improving their functionalities. Besides wearable robotics, standard industrial manipulators are common solutions adopted to empower humans. With this aim, the paper describes a fuzzy-impedance control approach for assisting human operator in onerous industrial applications. The developed method allows to set in realtime the set-point of impedance controller based on human intentions. Two fuzzy membership functions have been defined, respectively, on the basis of interaction force derivative and robot velocity signals, allowing to calculate the needed assistance level for the human operator. The effectiveness of proposed approach is verified on KUKA iiwa 14 R820 in an experimental procedure where human subjects evaluate the robot's performance in a collaborative lifting task.
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模糊阻抗控制提高人类执行繁重任务的能力
在工业应用中对人机协作的要求越来越高。许多任务需要机器人增强人类的能力,使他们能够执行繁重的任务或改进他们的功能。除了可穿戴机器人,标准的工业机械手也是人类赋权的常用解决方案。为此,本文描述了一种模糊阻抗控制方法,以帮助人类操作员在繁重的工业应用中进行控制。所开发的方法可以根据人的意图实时设置阻抗控制器的设定点。在相互作用力导数和机器人速度信号的基础上,分别定义了两个模糊隶属函数,从而计算出操作人员所需的辅助水平。在KUKA iiwa 14 R820的实验程序中,人类受试者评估机器人在协作起重任务中的表现,验证了所提出方法的有效性。
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