Subjective Evaluation of Fatigue in Pilots During 24-hour Testing

L. Hanakova, V. Socha, J. Boril, L. Herman, J. Strobl, Terézia Pilmannová
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Abstract

With developing efforts to increase aviation safety, the focus on human factors is being emphasized as well. One of the phenomena affecting the performance of the pilot or other aviation specialists is undoubtedly the fatigue. Dangerous situations can occur, especially when fatigue accumulates. Monitoring fatigue is therefore in the interest of all stakeholders as well as the aviation authorities, which have developed Fatigue Risk Management System. In spite of the fact that the system itself at its highest level also uses the objective data, to this day, the monitoring of fatigue in aviation has mainly been based on a questionnaire survey. Although, the standardized NASA Task Load Index (NASA TLX) is often applied, it remains questionable whether such a questionnaire realistically reflects the fatigue. Based on previously mentioned, the NASA TLX was modified to focus on pilot fatigue and then applied during 24-hour measurements for the purposes of this paper. Eight pilots took part in the measurement, each of them performed 8 simulated flights. From the results of the questionnaire survey, a window of circadian low can be observed, in accordance with the evaluated theta/alpha parameter obtained by spectral analysis of EEG records. The results therefore indicate that such a questionnaire is able to indicate fatigue.
24小时试验中飞行员疲劳的主观评价
随着提高航空安全的努力不断发展,对人为因素的关注也越来越受到重视。影响飞行员或其他航空专家工作表现的现象之一无疑是疲劳。危险的情况会发生,尤其是当疲劳积累时。因此,监测疲劳符合所有利益相关者以及航空当局的利益,航空当局已经制定了疲劳风险管理系统。尽管系统本身在最高水平上也使用客观数据,但到目前为止,航空疲劳监测主要是基于问卷调查。虽然经常使用标准化的NASA任务负荷指数(NASA TLX),但这样的问卷是否真实地反映了疲劳程度仍然值得怀疑。基于前面提到的,为了本文的目的,NASA TLX被修改为关注飞行员疲劳,然后在24小时的测量中应用。8名飞行员参与了测量,每人进行了8次模拟飞行。从问卷调查的结果中,根据脑电图记录的频谱分析得到的评估的θ / α参数,可以观察到一个昼夜节律低的窗口。因此,结果表明,这样的问卷能够表明疲劳。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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