工业工程中多维传感器数据的可视化

S. Kimani, Mariano Leva, Massimo Mecella, T. Catarci
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引用次数: 7

摘要

传感器已经越来越多地应用于许多领域,特别是在工业工程环境中。然而,传感器数据在本质上是暂时的、大量的和多维的。这样的特性使得传感器数据难以呈现以供视觉分析。虽然存在潜在的传感器数据可视化,但文献中很少有关于传感器数据可视化的具体指导,以支持工业工程师进行决策。现有的可视化并不总是适用于工业工程领域。本文进一步阐明了这一领域,并提出了一个支持工业工程师完成任务的可视化环境。
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Visualization of Multidimensional Sensor Data in Industrial Engineering
Sensors have become increasingly deployed in many areas, and especially in industrial engineering settings. Sensor data is however temporal, massive, and multidimensional in nature. Such characteristics make it difficult to render sensor data for visual analysis. Although there exist potential visualizations for sensor data, there is very little specific guidance in literature on the visualization of sensor data in order to support industrial engineers in decision making. Existing visualizations are not always readily applicable to the domain of industrial engineering. This paper sheds more light on the area and proposes a visualization environment for supporting industrial engineers in their tasks.
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