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Digital Twin Assessments in Virtual Reality: An Explorational Study with Aeroengines

机译:虚拟现实中的数字孪生评估:航空发动机的探索性研究

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We present an immersive environment where Virtual Reality (VR) is used to visualize the performance of a fleet of aircraft engines. Our virtual environment uses 3D geometric computer-aided design (CAD) models of the engines paired with performance maps that characterize their nominal working condition. These maps plot pressure ratio and efficiency as a function of shaft speed and inlet flow capacity for the numerous engine sub-systems. Superimposed on these maps is the true performance of each engine, obtained through real-time sensors. In this bespoke virtual space, an engineer can rapidly analyze the health of different engine sub-systems across the fleet within seconds. One of the key elements of such a system is the selection of an appropriate interaction technique. In this paper we explore the potential of interaction methods supported by a combination of gaze-tracking and hand-tracking achieved via an additional sensor attached to the front of the VR headset, with no need for the user to hold a controller. We report on an observational study with a small number of domain-experts to identify usability problems, spot potential improvements, and gain insights into our design interaction capabilities. The study allows us to trim the design space and to guide further design efforts in this area. We also analyze qualitative feedback provided by the end-users and discuss the lessons learned during the design, implementation, verification and validation of the system.
机译:我们提供了一个身临其境的环境,其中虚拟现实(VR)用于可视化飞机发动机机队的性能。我们的虚拟环境使用发动机的3D几何计算机辅助设计(CAD)模型以及可表征其标称工作状态的性能图。这些图绘制了许多发动机子系统的压力比和效率与轴速和进气流量的关系。这些地图上叠加的是通过实时传感器获得的每个引擎的真实性能。在这个定制的虚拟空间中,工程师可以在几秒钟内快速分析整个机队中不同引擎子系统的运行状况。这种系统的关键要素之一是选择适当的交互技术。在本文中,我们探索了凝视跟踪和手部跟踪相结合所支持的交互方法的潜力,该凝视跟踪和手部跟踪是通过连接到VR耳机正面的附加传感器实现的,而无需用户握持控制器。我们报告了一项与少数领域专家进行的观察性研究,以识别可用性问题,发现潜在的改进并深入了解我们的设计交互功能。该研究使我们能够缩小设计空间,并指导该领域的进一步设计工作。我们还将分析最终用户提供的定性反馈,并讨论在系统设计,实施,验证和确认过程中获得的经验教训。

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