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Supporting Operators in Process Control Tasks—Benefits of Interactive 3-D Visualization

机译:在过程控制任务中为操作员提供支持-交互式3-D可视化的优点

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摘要

In today's automated systems, the plant operator is confronted with a growing amount of diverse and distributed data about the plant process. For process control, the operator has to observe, interpret, and integrate the process data to form a basis of decision making for input parameter settings. This difficult task is prone to errors and can quickly result in insufficient product quality. An effective display design can support the operator and mitigate this effect. Two experiments investigated whether the integration of process data in 3-D visualizations could increase the operators' performance in this environment. The first experiment examined benefits of improving reaction times and error rates for problem detection and corrective inputs. The possible reduction of the operators' workload was examined simultaneously. Additionally, experiment 1 offered insights on how interaction with the 3-D visualization could further improve the appropriateness of selected process settings by the operator. Results of this experiment showed 3-D and interaction as beneficial factors for the detection of problems in process control tasks and participants showed a low mental workload compared to 2-D presentations. In the second experiment, the scenario was extended by the investigation of a 3-D input design. In comparison to regular 2-D input, results showed that a combination of 3-D input and interaction exhibited higher accuracy in problem solving.
机译:在当今的自动化系统中,工厂操作员面临着越来越多的关于工厂过程的多样化和分布式数据。对于过程控制,操作员必须观察,解释和集成过程数据,以形成决策进行输入参数设置的基础。这项艰巨的任务容易出错,并会迅速导致产品质量不足。有效的显示设计可以为操作员提供支持并减轻这种影响。两项实验研究了在这种环境下将过程数据集成到3-D可视化中是否可以提高操作员的性能。第一个实验研究了改善反应时间和错误率的问题检测和纠正输入的好处。同时研究了减少操作员工作量的可能性。此外,实验1提供了有关与3-D可视化交互如何进一步提高操作员选择的过程设置的适当性的见解。该实验的结果表明3-D和交互作用是检测过程控制任务中的问题的有益因素,并且与2-D演示相比,参与者的心理工作量较低。在第二个实验中,通过研究3-D输入设计扩展了该方案。与常规的2D输入相比,结果显示3D输入和交互的组合在解决问题方面表现出更高的准确性。

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