低度自动化可靠性对高度自动化故障检测在模拟空中交通管制中的影响
Vanessa K Bowden1, Isabella Gegoff1, Philippe J Kilpatrick1
1The University of Western Australia, Australia.
Human factors
|April 21, 2025
概括
可靠的低自动化 (DOA) 有助于检测空中交通管制中的高自动化故障. 然而,如果低级自动化失败,人类对故障的检测能力就会下降,这表明过度依赖自动化线索.
科学领域:
- 人与计算机的互动.
- 自动化可靠性 自动化可靠性
- 空中交通管制系统是什么?
背景情况:
- 高度自动化 (DOA) 系统以后处理信息,从而提高常规性能.
- 低DOA系统提供更好的故障响应,如果可靠,可能有助于更高DOA故障检测.
研究的目的:
- 评估低DOA可靠性如何影响人类对单个高DOA故障的反应.
- 评估联合自动化级别对模拟空中交通管制故障检测的影响.
主要方法:
- 192名参与者被分配到不同的自动化配置 (低DOA,高DOA或两者).
- 自动化故障被模拟了一次,条件包括低DOA故障 (LF),高DOA故障 (HF),只有高DOA故障的组合故障 (LHF),或两者都失败 (LFHF).
主要成果:
- 在LHF条件下,与单独的HF相比,故障检测速度更快,更准确 (23.6s) (错误率=-.08).
- 当较低的DOA失败时,更多的参与者错过了失败 (LF = +.42;LFHF = +.15) 与HF相比.
结论:
- 可靠的低DOA增强了高DOA故障检测,当两个系统都存在时.
- 较低的DOA失败可能是有害的,这表明过度依赖自动化线索用于冲突检测.
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