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LEVELS OF AUTOMATION: IMPACTS ON PERFORMANCE, WORKLOAD, AND SITUATION AWARENESS

机译:自动化水平:对性能,工作量和情境意识的影响

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Advanced reactors are expected to use higher degrees of automation than the existing fleet of light water reactors in the United States. Reliable automation tends to increase system performance, but often has negative human performance consequences (such as complacency, human-out-of-the-loop problems, etc.). Many researchers advocate using intermediate levels of automation to handle the system performance and human performance tradeoffs. However, this strategy represents a compromise that doesn't fully take advantage of the human's or the automation's capabilities. Researchers have encouraged the use of adaptive automation (defined as flexible or dynamic allocation of functions to humans and automatic agents) as way to employ higher levels of automation without sacrificing human performance (particularly situation awareness). Recently, researchers have demonstrated a type of adaptive automation that allows the operator to delegate tasks to automation in much the same way as he would to a human team. Researchers have conducted an experimental study comparing performance and situation awareness for four levels of automation using a simplified process control simulation. The study compared performance using manual, intermediate, adaptable, and fully automatic levels of automation. The researchers hypothesized that the adaptable automation would yield the best performance and SA combination, but found there was no difference between intermediate and adaptable automation. The results are discussed in the context of previous literature on human-automation interaction and in application to advanced reactors.
机译:先进的反应堆预计将使用高度自动化程度,而不是美国的光水反应堆现有的舰队。可靠的自动化倾向于提高系统性能,但往往具有负面的人类性能后果(例如自满,人类循环问题等)。许多研究人员使用中间水平自动化提倡处理系统性能和人类性能权衡。然而,这一策略代表了一个不充分利用人类或自动化的能力的妥协。研究人员鼓励使用自适应自动化(定义为对人和自动代理的灵活性或动态分配),以便在不牺牲人类性能(特别是情况意识)的情况下使用更高水平的自动化方式。最近,研究人员展示了一种自适应自动化,允许操作员将任务委派给自动化,就像他对人类团队一样的方式。研究人员通过简化的过程控制模拟对比较了对四个自动化级别的性能和情况意识进行了实验研究。该研究比较了使用手动,中间,适应性和全自动自动化的性能。研究人员假设可适应的自动化将产生最佳性能和SA组合,但发现中间和适应性自动化之间没有差异。结果在以前的人类自动化相互作用和应用于高级反应堆的文献的背景下讨论。

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