论文标题
智能制造的交互式传感器仪表板
Interactive Sensor Dashboard for Smart Manufacturing
论文作者
论文摘要
本文介绍了用于行业4.0的智能传感器仪表板，其中包括2D和3D可视化模块。在2D模块中，我们描述了传感器和可视化模块之间的物理连接，并在2D屏幕上渲染数据。介绍了一项用户研究，参与者使用四种类型的图表回答了一些问题。我们在屏幕上分析了眼睛凝视模式，所有四个图的正确答案和响应时间。对于3D模块，我们开发了一个用于传感器数据可视化的VR Digital Twin。介绍了一项用户研究，以评估不同反馈方案对虚拟环境中相互作用的定量和定性指标的影响。我们比较了视觉和触觉反馈以及VR环境中视觉和触觉反馈的多模式组合。我们发现，触觉反馈显着改善了相互作用的定量指标，而不是无反馈案例，而多模式反馈显着改善了相互作用的定性指标。
This paper presents development of a smart sensor dashboard for Industry 4.0 encompassing both 2D and 3D visualization modules. In 2D module, we described physical connections among sensors and visualization modules and rendering data on 2D screen. A user study was presented where participants answered a few questions using four types of graphs. We analyzed eye gaze patterns in screen, number of correct answers and response time for all the four graphs. For 3D module, we developed a VR digital twin for sensor data visualization. A user study was presented evaluating the effect of different feedback scenarios on quantitative and qualitative metrics of interaction in the virtual environment. We compared visual and haptic feedback and a multimodal combination of both visual and haptic feedback for VR environment. We found that haptic feedback significantly improved quantitative metrics of interaction than a no feedback case whereas a multimodal feedback is significantly improved qualitative metrics of the interaction.
