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arXiv 2302.03587cs.RO
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面向协作拆卸的能量感知笛卡尔阻抗控制器设计

Design of an Energy-Aware Cartesian Impedance Controller for Collaborative Disassembly

Aalborg University(奥尔堡大学);Istituto Italiano di Tecnologia(意大利技术研究院)

Sebastian Hjorth, Edoardo Lamon, Dimitrios Chrysostomou, Arash Ajoudani

AI总结:

针对协作拆卸中非计划交互与接触丢失的安全问题,提出带能量缩放、阻尼注入和能量罐约束的能量感知笛卡尔阻抗控制器,并在真实拧松任务中验证其优于标准及混合力–阻抗方案。

摘要:

人机协作拆卸是电子与机械产品可持续回收过程中的新兴趋势。它需要使用先进技术来协助工人完成重复性体力任务,并处理松动且可能已损坏的零部件。然而,在拆卸磨损或损坏的零部件时,机器人可能出现意外行为,因此与人及环境进行无害、共生的物理交互变得至关重要。本工作在控制层面应对这一挑战,确保在非计划交互和接触丢失情况下具备安全且无源的行为。所提出算法利用一种能量感知笛卡尔阻抗控制器,其具有能量缩放和阻尼注入特性,并采用增强型能量罐来限制从控制器流向机器人的功率。该控制器在使用 Franka Emika Panda 的真实有缺陷拧松任务中进行评估,并与标准阻抗控制器和混合力–阻抗控制器进行比较。结果证明了该算法在人机协作拆卸任务中的高度潜力。

英文摘要:

Human-robot collaborative disassembly is an emerging trend in the sustainable recycling process of electronic and mechanical products. It requires the use of advanced technologies to assist workers in repetitive physical tasks and deal with creaky and potentially damaged components. Nevertheless, when disassembling worn-out or damaged components, unexpected robot behaviors may emerge, so harmless and symbiotic physical interaction with humans and the environment becomes paramount. This work addresses this challenge at the control level by ensuring safe and passive behaviors in unplanned interactions and contact losses. The proposed algorithm capitalizes on an energy-aware Cartesian impedance controller, which features energy scaling and damping injection, and an augmented energy tank, which limits the power flow from the controller to the robot. The controller is evaluated in a real-world flawed unscrewing task with a Franka Emika Panda and is compared to a standard impedance controller and a hybrid force-impedance controller. The results demonstrate the high potential of the algorithm in human-robot collaborative disassembly tasks.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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