考虑人的直觉意图的安全物理人机交互变导纳控制

IF 3.1 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS Mechatronics Pub Date : 2023-11-21 DOI:10.1016/j.mechatronics.2023.103098
Liang Han , Longfei Zhao , Yunzhi Huang , Wenfu Xu
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引用次数: 0

摘要

物理直接教学技术极大地方便了手臂的轨迹规划。可变导纳控制是一种很有前途的技术,当机器人与一个可变的环境,如人的刚度可能在交互过程中发生变化。然而,参数不完善的规范导纳控制器可能导致机器人振荡,这给变导纳控制器带来了更大的挑战。本文提出了一种基于能量的具有固有振荡抑制特性的变导纳控制器。在人机物理交互(pHRI)过程中,基于机器人的状态和作用力来预测人的意图。导纳参数自动调整,使机器人的运动符合人的意图。当用所提出的小波模块在线检测振荡时,我们的变导纳模型由于耗散高频振荡产生的能量而显示出抑制振荡的能力。在机器人仿真和实际实验中,我们将所提出的可变导纳控制器与其他导纳控制器方法进行了比较。在人机交互应用中,该方法在抑制振荡和节约人类能量方面有显著改善。
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Variable admittance control for safe physical human–robot interaction considering intuitive human intention

The trajectory planning of the arm is greatly facilitated by the physical direct teaching technology. Variable admittance control is a promising technology when a robot is interacting with a variable environment, such as a human whose stiffness might change during the interaction. Nevertheless, a canonical admittance controller with imperfect parameters may lead to robot oscillation, which brings more challenges to a variable admittance controller. In this paper, we propose an energy-based variable admittance controller with intrinsic oscillation suppression property. During the physical human–robot interaction (pHRI), the human intention is predicted based on the robot’s state and interaction force. The admittance parameters are tuned automatically to conform the robot’s motion to human intention. When the oscillation is detected online by the proposed wavelet module, our variable admittance model reveals oscillation suppression ability because of dissipating the energy generated by high-frequency oscillation. We compared the proposed variable admittance controller with other admittance controller approaches in both simulation and actual robot experiments. The proposed method shows significant improvement in oscillation suppression and human energy conservation in the human–robot interaction application.

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来源期刊
Mechatronics
Mechatronics 工程技术-工程:电子与电气
CiteScore
5.90
自引率
9.10%
发文量
0
审稿时长
109 days
期刊介绍: Mechatronics is the synergistic combination of precision mechanical engineering, electronic control and systems thinking in the design of products and manufacturing processes. It relates to the design of systems, devices and products aimed at achieving an optimal balance between basic mechanical structure and its overall control. The purpose of this journal is to provide rapid publication of topical papers featuring practical developments in mechatronics. It will cover a wide range of application areas including consumer product design, instrumentation, manufacturing methods, computer integration and process and device control, and will attract a readership from across the industrial and academic research spectrum. Particular importance will be attached to aspects of innovation in mechatronics design philosophy which illustrate the benefits obtainable by an a priori integration of functionality with embedded microprocessor control. A major item will be the design of machines, devices and systems possessing a degree of computer based intelligence. The journal seeks to publish research progress in this field with an emphasis on the applied rather than the theoretical. It will also serve the dual role of bringing greater recognition to this important area of engineering.
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