虚拟环境下低成本自动化装配培训两种交互模式的比较

Inf. Comput. Pub Date : 2023-06-15 DOI:10.3390/info14060340
Federico Manuri, Federico Decataldo, A. Sanna, Paolo Brizzi
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引用次数: 0

摘要

虚拟环境已被广泛应用于工业领域的设计和培训任务。低成本自动化(LCA)是一种使用现成的标准自动化机制来自动化某些活动的技术。然而,LCA系统应该适应现有的标准生产线和工作站。因此,工作人员必须自定义标准LCA模板,并执行调整和自定义步骤。对于物理LCA系统,此活动可能非常耗时,并且在出现错误的情况下,可能需要从头开始重新构建许多部件。因此,LCA系统将从虚拟仿真环境中的设计和原型步骤中受益匪浅。一种沉浸式虚拟现实(IVR)应用程序,用于快速和简单的LCA解决方案原型设计,已经在以前的工作中进行了研究;系统的可用性评估表明,用户对所提出的解决方案高度赞赏。本研究探索了进一步的改进,以利用现有的IVR应用程序作为LCA原型学员的培训工具。该应用程序现在为用户提供了两种不同的基于VIVE控制器和Manus Prime II数据手套的交互模式。该应用程序的接口已被修改,以允许对两种交互模型进行适当的比较。在LCA构建任务中,对这两个接口进行了比较,涉及12个参与者。使用系统可用性量表(SUS)和NASA任务负载指数(TLX)问卷来评估这两种解决方案的可用性和工作量。
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A Comparison of Two Interaction Paradigms for Training Low Cost Automation Assembly in Virtual Environments
Virtual environments have been widely adopted for design and training tasks in the industrial domain. Low-cost automation (LCA) is a technology that automatizes some activities using mostly standard automation mechanisms available off the shelf. However, LCA systems should adapt to existing standard production lines and workstations. Thus, workers must customize standard LCA templates and perform adaptation and customization steps. This activity can be very time consuming with physical LCA systems, and in case of errors, it may be necessary to rebuild many parts from scratch. Thus, LCA systems would greatly benefit from a design and prototyping step experienced in a virtual simulation environment. An immersive virtual reality (IVR) application for rapid and easy prototyping of LCA solutions has been investigated in previous work; the assessment of the system usability proved that the users highly appreciated the proposed solutions. This research explores further improvements to exploit the existing IVR application as a training tool for LCA prototyping trainees. The proposed application now provides users with two different interaction paradigms based on the VIVE controllers and the Manus Prime II data gloves. The application’s interface has been revised to allow a proper comparison of the two interaction models. The two interfaces have been compared, involving 12 participants in an LCA building task. The System Usability Scale (SUS) and the NASA Task Load Index (TLX) questionnaires have been used to assess the usability and workload of the two solutions.
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