College of Safety Science and Engineering, Civil Aviation University of China, Tianjin, 300300, China.
BMC Public Health. 2022 Oct 1;22(1):1843. doi: 10.1186/s12889-022-14214-5.
In response to the COVID-19 outbreak, the Civil Aviation Administration of China (CAAC) has formulated Implementation Measures for Exemption of Crew Duty Periods and Flight Time Restrictions during the COVID-19 Outbreak. This exemption policy imposes temporary deviations from the approved crew duty periods and flight time restrictions for some transport airlines and regulates the use of multiple crews for continuous round-trip flights. However, no research has been conducted on flight crew fatigue under this exemption policy. That is, the exemption policy lacks theoretical analysis and scientific validation.
Firstly, flight plans for international flights under both the exemption and the CCAR-121 Policy schemes (with three flight departure scenarios: early morning, midday and evening) are designed, and flight plans are simulated based on the SAFE model. The Karolinska Sleepiness Scale (KSS) and the PVT objective test of alertness, both of which are commonly used in the aviation industry, are then selected for use in an empirical experimental study of flight crew fatigue on two flights subject to the exemption and CCAR-121 policies.
The SAFE model simulation found that the fatigue risk results based on flight crews for flights departing in the early morning (4:00), at noon (12:00) and in the evening (20:00) indicate that the fatigue risk levels of flight crews operating under the exemption policy are overwhelmingly lower than or similar to those operating under the CCAR-121 policy. However, there were a few periods when the fatigue risk of crews flying under the exemption policy was higher than that of crews flying under the CCAR-121 policy, but at these times, the crews flying under both policies were either at a lower level of fatigue risk or were in the rest phase of their shifts. In the experimental study section, 40 pilots from each of the early morning (4:00), noon (12:00) and evening (20:00) departures operating under the exemption policy were selected to collect KSS scale data and PVT test data during their duty periods, and a total of 120 other pilots operating under the CCAR-121 policy were selected for the same experiment. First, the KSS scale data results found that flight pilots, whether flying under the exemption policy or under the CCAR-121 policy, had overall similar KSS scores, maintained KSS scores below the fatigue risk threshold (i.e., KSS score < 6) during the flights and that the empirical KSS data and the model simulation results from the KSS data were overall identical at the test nodes during the flight and had nearly identical trends. Finally, the results of the PVT objective test indicators showed that the overall change in 1/RT of the crews flying under the exemption policy was less than or similar to that of the crews flying under the CCAR-121 policy, while the maximum change in 1/RT of the crews under both policies was between 1 and 1.5. This indicates that the overall level of alertness of the crew flying under the exemption policy is higher than or similar to that of the crew flying under the CCAR-121 policy, while the change in alertness level of the crew before and after the mission is relatively small when flying under either policy.
Based on the model simulation results and the results of the empirical study, it was verified that the overall fatigue risk level of flight crews operating under the exemption policy is lower than or similar to the fatigue risk level of flight crews operating under the CCAR-121 policy. Therefore, the exemption policy in response to the COVID-19 outbreak does not result in an overall increase in the level of flight crew fatigue risk compared to the original CCAR-121 policy.
为应对 COVID-19 疫情,中国民用航空局(CAAC)制定了《疫情期间豁免机组值勤期和飞行时间限制的实施措施》。该豁免政策暂时偏离了一些运输航空公司的批准机组值勤期和飞行时间限制,并规定了连续往返航班使用多机组人员。然而,对于这一豁免政策下的机组人员疲劳问题,还没有研究。也就是说,豁免政策缺乏理论分析和科学验证。
首先,为国际航班设计了豁免政策和 CCAR-121 政策方案下的飞行计划(有三个航班出发场景:清晨、中午和晚上),并基于 SAFE 模型模拟飞行计划。然后,选择航空业常用的卡罗林斯卡睡眠量表(KSS)和 PVT 警觉性客观测试,用于豁免和 CCAR-121 政策下的两次航班的机组人员疲劳实证实验研究。
SAFE 模型模拟发现,根据清晨(4:00)、中午(12:00)和晚上(20:00)出发的飞行机组人员的疲劳风险结果表明,豁免政策下的飞行机组人员的疲劳风险水平远低于或类似于 CCAR-121 政策下的飞行机组人员的疲劳风险水平。然而,在豁免政策下飞行的机组人员有几个时间段的疲劳风险高于 CCAR-121 政策下的飞行机组人员,但在这些时候,根据这两个政策飞行的机组人员要么处于较低的疲劳风险水平,要么处于轮班休息阶段。在实验研究部分,从清晨(4:00)、中午(12:00)和晚上(20:00)出发的豁免政策下的 40 名飞行员中各选择一名收集 KSS 量表数据和 PVT 测试数据,在值班期间,总共选择了 120 名在 CCAR-121 政策下值班的其他飞行员进行相同的实验。首先,KSS 量表数据结果发现,飞行飞行员,无论是在豁免政策下还是在 CCAR-121 政策下,总体上都有相似的 KSS 评分,在飞行期间保持 KSS 评分低于疲劳风险阈值(即 KSS 评分<6),并且经验 KSS 数据和 KSS 数据模型模拟结果在飞行测试节点上总体一致,并且具有几乎相同的趋势。最后,PVT 客观测试指标的结果表明,豁免政策下的机组人员的 1/RT 整体变化小于或类似于 CCAR-121 政策下的机组人员的变化,而在两个政策下的机组人员的 1/RT 最大变化都在 1 到 1.5 之间。这表明豁免政策下的机组人员的警觉性整体水平高于或类似于 CCAR-121 政策下的机组人员的警觉性水平,而在执行这两个政策的任务前后,机组人员的警觉性水平变化相对较小。
基于模型模拟结果和实证研究结果,验证了豁免政策下的飞行机组人员的整体疲劳风险水平低于或类似于 CCAR-121 政策下的飞行机组人员的疲劳风险水平。因此,与原始 CCAR-121 政策相比,应对 COVID-19 疫情的豁免政策不会导致飞行机组人员疲劳风险水平的整体增加。