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Qualitative Analysis of General Aviation Pilots’ Aviation Safety Reporting System Incident Narratives Using the Human Factors Analysis and Classification System 基于人因分析和分类系统的通用航空飞行员航空安全报告系统事件叙述的定性分析
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2023-07-03 DOI: 10.1080/24721840.2023.2232387
L. Vempati, Sabrina Woods, Robert C. Solano
ABSTRACT NASA's Aviation Safety Reporting System (ASRS) gathers data from voluntary aviation safety reports for nonfatal accidents and incidents. These reports are a valuable resource in identifying unsafe occurrences and hazardous situations in the aviation industry. A tool known as the Human Factors Analysis and Classification System (HFACS), initially developed for military use, has proven useful for root cause analysis of human causes in aviation accidents and incidents, including in commercial contexts. This research study utilizes HFACS to classify the ASRS safety reports to identify key indicators in General Aviation (GA) non-fatal accidents and incidents. Qualitative data analysis reveals relationships between incidents and causal factors, indicating 53% of incidents to be perceptual errors, 32% decision errors, and 26% skill-based errors. Prevalent preconditions for these errors include crew resource management (53%), physical environment (32%), and technological environment (16%). The study aligns with previous research findings, suggesting that crew resource management is a common factor in both GA incidents and commercial and military aviation. While GA pilots may make different types of errors, such discrepancies are not prevalent in the voluntarily reported data.
摘要美国国家航空航天局的航空安全报告系统(ASRS)从非致命事故和事件的自愿航空安全报告中收集数据。这些报告是识别航空业不安全事件和危险情况的宝贵资源。一种被称为人为因素分析和分类系统(HFACS)的工具,最初是为军事用途开发的,已被证明可用于航空事故和事件(包括商业环境)中人为原因的根本原因分析。本研究利用HFACS对ASRS安全报告进行分类,以确定通用航空(GA)非致命事故和事件的关键指标。定性数据分析揭示了事件和因果因素之间的关系,表明53%的事件是感知错误,32%是决策错误,26%是基于技能的错误。这些错误的普遍先决条件包括船员资源管理(53%)、物理环境(32%)和技术环境(16%)。这项研究与之前的研究结果一致,表明机组人员资源管理是GA事件以及商业和军用航空的共同因素。虽然GA飞行员可能会犯不同类型的错误,但这种差异在自愿报告的数据中并不普遍。
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引用次数: 0
The Effects of Aeronautical Decision-Making Models on Student Pilots’ Situational Awareness and Cognitive Workload in Simulated Non-Normal Flight Deck Environment 模拟非正常飞行甲板环境下航空决策模型对飞行员情景意识和认知负荷的影响
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2023-07-03 DOI: 10.1080/24721840.2023.2231506
Qinbiao Li, Hei Chi Leung, Man Him Ho, Ka Lok Leung, K. Ng, Cho Yin Yiu
ABSTRACT Objective This paper investigates the effects of using different decision-making models on pilots’ performance while facing non-normal flight circumstances. Background The captain must quickly make appropriate decisions once an aircraft faces emergency. Usually, human error is one primary cause of accidents, which inevitably affects the captain’s decision progress. Method Ten participants carried out a standard non-normal scenario (cargo smoke). Each participant is equipped with simulation experience and executed three sessions using three different decision models: the DOGAM, DECIDE, and CLEAR. After each session, the situation awareness (SA) and perceived workload were assessed using the Situational Awareness Rating Technology (SART) and NASA-TLX. An in-depth interview was also completed to comprehend their subjective perception of decision-making. Results Although the CLEAR outperformed the other models in SART and NASA-TLX scores, their performance regarding workload and SA was comparable. The fixing time of DOGAM was the longest, and the other two models were no significant difference. Subjectively, the DECIDE may require a high mental demand by simultaneously processing lots of information and measuring significant changes, whilst the DOGAM may encourage participants follow their own idea, promoting aggressive decisions. Conclusion This paper clarifies the importance of incorporating decision models into the cockpit and investigates the relatively feasible decision-making model. Variation across our results illustrated applying different decision models to train pilots and solve problems is suggested, thereby improving flight safety.
摘要目的研究在非正常飞行环境下,使用不同的决策模型对飞行员表现的影响。背景一旦飞机面临紧急情况,机长必须迅速做出适当的决定。通常情况下,人为失误是事故的主要原因之一,不可避免地会影响船长的决策进度。方法10名参与者进行了一个标准的非正常情景(货物烟雾)。每个参与者都有模拟经验,并使用三种不同的决策模型执行三个会话:DOGAM、DECIDE和CLEAR。每次会议结束后,使用情景意识评级技术(SART)和NASA-TLX对情景意识(SA)和感知工作量进行评估。还完成了一次深入访谈,以了解他们对决策的主观看法。结果尽管CLEAR在SART和NASA-TLX得分方面优于其他模型,但它们在工作量和SA方面的表现具有可比性。DOGAM的固定时间最长,其他两种模型没有显著差异。主观上,决策可能需要高心理需求,同时处理大量信息和测量重大变化,而DOGAM可能鼓励参与者遵循自己的想法,促进积极的决策。结论本文阐明了将决策模型纳入驾驶舱的重要性,并研究了相对可行的决策模型。我们的结果表明,应用不同的决策模型来训练飞行员并解决问题,从而提高飞行安全性。
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引用次数: 1
Effective Monitoring for Early Detection of Hypoxia in Fighter Pilots 早期发现战斗机飞行员缺氧的有效监测
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2023-07-03 DOI: 10.1080/24721840.2023.2199771
K. Kumagai, Satoshi Maruyama, Takahiro Imamura, Tetsuya Iwamoto, Yoshiki Kanamaru, Masaki Mine, Kunio Takada, K. Wada
ABSTRACT Objective This study evaluated various biological parameters in subjects exposed to hypoxia, to verify effective monitoring for early hypoxia detection. Background Hypoxic-hypoxia is a life-threatening condition, but no method of early detection in flight has been established. Method Six healthy male subjects underwent 2 experiments at different oxygen concentrations (O2) during hypoxic exposure on different days. Subjects inhaled approximately 21% O2 for 3 minutes, hypoxia using approximately 14% O2 in Experiment 1 and 7% O2 in Experiment 2 for 3.5 minutes using a reduced oxygen breathing device. During the experiments, pupil diameter (PD), cerebral oxygenated hemoglobin (O2Hb), peripheral tissue oxygen saturation (SpO2), heart rate (HR), and blood pressure (BP) were measured. Results All 6 subjects completed both Experiments 1 and 2. ΔO2Hb showed significant correlations with %HR (r = −0.6005, P < .0001), %PD (r = −0.5227, P = .0001), and %SpO2 (r = 0.8281, P < .0001) in Experiment 1. ΔO2Hb also showed significant correlations with %HR (r = −0.7904, P < .0001), %PD (r = −0.7933, P < .0001), and %SpO2 (r = 0.7240, P < .0001) in Experiment 2. Rapid hypoxic exposure caused increase in %PD and decrease in ΔO2Hb, followed by immediate increase in %HR, and then decrease in %SpO2. Conclusion The present study suggested that monitoring of HR, PD, and O2Hb were earlier parameters to detect hypoxia than SpO2.
摘要目的本研究评估了缺氧受试者的各种生物学参数,以验证早期缺氧监测的有效性。背景低氧是一种危及生命的情况,但尚未建立在飞行中早期检测的方法。方法6名健康男性受试者在不同的缺氧暴露日进行2次不同氧浓度的实验。受试者吸入约21%的O2达3分钟,在实验1中使用约14%的O2缺氧,在实验2中使用低氧呼吸装置吸入7%的O2达3.5分钟。在实验过程中,测量瞳孔直径(PD)、脑含氧血红蛋白(O2Hb)、外周组织血氧饱和度(SpO2)、心率(HR)和血压(BP)。结果6名受试者均完成了实验1和实验2。在实验1中,ΔO2Hb与%HR(r=-0.605,P<.0001)、%PD(r=-0.5227,P=.0001)和%SpO2(r=0.8281,P<0.0001)显著相关。在实验2中,ΔO2Hb也与%HR(r=−0.7904,P<.0001)、%PD(r=–0.7933,P<.0001)和%SpO2(r=0.7240,P<0.0001)显著相关。快速低氧暴露导致%PD增加,ΔO2Hb降低,随后%HR立即增加,然后%SpO2降低。结论监测HR、PD和O2Hb是比SpO2更早检测缺氧的指标。
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引用次数: 0
The Relationship between Preparation, Impression Management, and Interview Performance in High-Stakes Personnel Selection: A Field Study of Airline Pilot Applicants 高风险人才选拔中的准备、印象管理和面试绩效之间的关系——对航空飞行员申请人的实地研究
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2023-04-03 DOI: 10.1080/24721840.2022.2164497
Kevin Schudlik, Marc-André Reinhard, P. Müller
ABSTRACT Objective The present study investigates how airline pilot applicants prepare for a personnel selection procedure and how this relates to their deceptive and honest impression management (IM) in the job interview and their interview performance. Background It is thus far unclear how preparation relates to IM in real-world and high-stakes settings. This is of particular importance for the aviation industry, because numerous commercial providers offer preparation courses for selection procedures potentially impacting selection decisions. Method We conducted a field study of high-stakes job interviews embedded in a selection procedure for airline pilots. Data from 100 interviewees was acquired. Results The variety of preparation strategies an applicant used was positively correlated with two deceptive IM (faking) strategies in the job interview. Moreover, low effort preparation via social media and guidebooks was positively correlated with overall faking. The variety of preparation and preparation via social media were also positively correlated with honest IM. However, neither the aforementioned preparation nor IM showed significant correlations with the interview performance. Conclusion The effects of preparation depend on the specific preparation methods used. Certain methods of preparation are positively associated with applicants’ use of IM strategies in the job interview.
摘要目的本研究探讨航空公司飞行员申请人如何为人员选择程序做准备,以及这与他们在面试中的欺骗和诚实印象管理(IM)及其面试表现之间的关系。到目前为止,还不清楚在现实世界和高风险环境中,准备工作与即时通讯有什么关系。这对航空业尤其重要,因为许多商业供应商为可能影响选择决策的选择程序提供准备课程。方法对航空公司飞行员选拔过程中的高风险工作面试进行了实地研究。收集了100位受访者的数据。结果求职者在面试中使用的准备策略的多样性与两种欺骗性IM(伪造)策略正相关。此外,通过社交媒体和旅游指南进行的低努力准备与总体造假呈正相关。准备的多样性和通过社交媒体的准备也与诚实的即时通讯呈正相关。然而,上述准备和IM与面试表现都没有显著的相关性。结论制剂的效果取决于所采用的具体制备方法。某些准备方法与求职者在面试中使用即时通讯策略呈正相关。
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引用次数: 2
It Was This Wing Wasn’t It? Identifying the Importance of Verbal Communication in Aviation Maintenance 是这只翅膀,不是吗?识别语言沟通在航空维修中的重要性
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2023-04-03 DOI: 10.1080/24721840.2023.2169146
Michael Newman, Steve Scott
ABSTRACT To place communication in context against other maintenance error promoting contributory factors and identify whether communication issues were written or verbal, a semi-structured interview schedule was used to ask 40 aircraft maintenance personnel what goes wrong when maintaining aircraft. Participants described 746 examples of contributory factors and undesired outcomes which were categorized using Dupont’s “dirty dozen.” 147 of the 746 descriptions were communication factors, of which 99 were verbal, 34 were written and 14 were general. Of 34 verbal and 19 written task miscommunication examples, 22 verbal and 10 written were accompanied by descriptions of undesired outcomes. The results suggest that commercial aircraft maintainers consider verbal and written communication as more important than other contributory factors.
摘要:为了将沟通与其他维护错误促进因素联系起来,并确定沟通问题是书面的还是口头的,我们使用了一个半结构化的访谈表来询问40名飞机维护人员在维护飞机时出了什么问题。参与者描述了746个促成因素和不良结果的例子,这些例子使用杜邦的“肮脏的一打”进行分类。746个描述中有147个是沟通因素,其中99个是口头的,34个是书面的,14个是一般的。在34个口头和19个书面任务沟通错误的例子中,22个口头和10个书面任务都附有对不期望结果的描述。研究结果表明,商用飞机维修人员认为口头和书面交流比其他促成因素更重要。
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引用次数: 0
Ab Initio Flight Training: A Systematic Literature Review Ab Initio飞行训练:系统文献综述
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2023-04-03 DOI: 10.1080/24721840.2022.2162405
Elvira Marques, Guido C. Carim, Chris Campbell, Gui Lohmann
ABSTRACT Objective This article aims to explore the literature on ab initio flight training from 1990 to 2020 and to identify main trends and gaps. Background The literature about ab initio pilot training encompasses a variety of topics, traditions and publications. Characterizing what has been produced will identify themes and gaps in the literature to further advance the field. Method A systematic literature review was conducted in which 75 studies, reviews and conceptual works were analyzed to ascertain the status of the literature on ab initio flight training. Results Findings included topical research on subjects such as the use of technological resources to enhance flight training, such as Personal Computer-Based Aviation Training Devices (PCATDs), simulators, eye-tracking devices, and augmented and virtual reality (VR). These assistive technologies strengthen students’ learning and create opportunities to reduce the time and cost of flight training. Another common finding among the reviewed references is the call to change the instructional methods and the curriculum. Other areas identified focus on student performance, including how to predict and assess it, and how it is influenced by human factors. Conclusion A lack of guidance by instructors and flight schools was identified regarding the integration of technological resources, especially simulators, into the training curricula and what instructional methods are needed to enhance learning.
摘要目的本文旨在探索1990年至2020年关于从头开始飞行训练的文献,并找出主要趋势和差距。背景关于从头开始飞行员培训的文献包括各种主题、传统和出版物。描述所产生的内容将确定文献中的主题和空白,以进一步推进该领域。方法对75项研究、综述和概念性工作进行系统的文献综述,以确定从头开始飞行训练的文献状况。结果研究结果包括对使用技术资源加强飞行训练等主题的专题研究,如基于个人计算机的航空训练设备(PCATD)、模拟器、眼动追踪设备以及增强和虚拟现实(VR)。这些辅助技术加强了学生的学习,并为减少飞行训练的时间和成本创造了机会。在被审查的参考文献中,另一个常见的发现是呼吁改变教学方法和课程。确定的其他领域侧重于学生的表现,包括如何预测和评估,以及它如何受到人为因素的影响。结论教员和飞行学校在将技术资源,特别是模拟器纳入培训课程以及需要什么样的教学方法来加强学习方面缺乏指导。
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引用次数: 0
Towards Human Objective Real-Time Trust of Autonomy Measures for Combat Aviation 面向作战航空自主措施的人目标实时信任
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2023-01-02 DOI: 10.1080/24721840.2022.2127724
P. Highland, T. Schnell, K. Woodruff, Gianna Avdic-McIntire
ABSTRACT Objective Can objective trust indicators be measured and computed in real time in a within visual range aerial combat “dogfight” scenario consisting of a manned autonomous own-ship versus an adversary? Background Previous research has focused on human trust of automation during simulated ground combat and human trust of civil aviation automation. Those studies largely consisted of subjective measures of trust analyzed post-hoc. Human trust of autonomy in high-risk situations such as dogfighting had not yet been studied. Method Nine evaluation pilots participated in an experiment that consisted of nine operationally relevant live-flight vignettes during which they conducted a mission manager task while simultaneously monitoring an autonomous agent controlling their own-ship in an aerial dogfight. Eye tracking, objective real-time mental workload, and mission manager task performance were all recorded. Results Potential indicators of trust were objectively measured in real-time as a function of autonomy disengagement, human cross-check ratio of autonomy, and real-time objective mental workload, as validated by traditional subjective trust measures. Measured trust still needs to be categorized as appropriate trust, overtrust, or undertrust in future work. Conclusion This first-ever real-time measure of objective indicators of trust in operationally relevant live-flight paves the way for determining appropriate human trust of autonomy in high-risk situations such as dogfighting. These measures could have utility in high-risk manned-unmanned teaming applications such as working with robots and automated trading.
在视距内空战“缠斗”场景中,能否实时测量和计算客观信任指标?以往的研究主要集中在模拟地面作战自动化中的人的信任问题和民航自动化中的人的信任问题。这些研究主要由事后分析的主观信任测量组成。在诸如斗狗这样的高风险情况下,人类对自主性的信任尚未得到研究。方法九名评估飞行员参与了一项实验,该实验由九个操作相关的实景飞行片段组成,在此过程中,他们在执行任务管理任务的同时,在空中缠斗中监视控制自己飞船的自主代理。眼动追踪、客观实时心理工作量和任务管理员的任务表现都被记录下来。结果通过传统的主观信任测量,客观地实时测量了信任的潜在指标,包括自主性脱离、自主性交叉核对率和实时客观心理负荷。在未来的工作中,衡量信任仍然需要被分类为适当信任、过度信任和欠信任。这是第一次实时测量与实际操作相关的真实飞行中信任的客观指标,为确定高风险情况下(如斗狗)人类对自主性的适当信任铺平了道路。这些措施可能会在高风险的有人-无人团队应用中发挥作用,比如与机器人合作和自动交易。
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引用次数: 0
The Link between Individual Predictors of Risk and Risky Flight Behavior: A Systematic Review 个体风险预测因子与风险逃离行为之间的联系:一项系统综述
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2023-01-02 DOI: 10.1080/24721840.2022.2139700
Yassmin Ebrahim, B. Molesworth, Oleksandra Molloy
ABSTRACT Objective The aim of this systematic review is to highlight how pilots’ risk perception is measured, and the relationship between individual predictors of risk and risky flight behavior. Background Risk is an intrinsic part of life with no action void of risk. Risk-taking is mediated by several factors which include age, sex, cultural background, and personality. Understanding how pilots’ risk perception is measured allows for improved understanding of pilots’ propensity to engage in risk, and for the design of training initiatives to mitigate risky behavior. Method A systematic review was conducted to establish the link between individual predictors of risk, and risky flight behavior. The systematic review was conducted using the PRISMA guidelines, covering the time span between 1985 and 2021. Sixteen articles meeting the inclusion criteria were revealed. Results Three of the 16 articles employed an in-situ behavioral measure for risky flight behavior. Forecasting, where an individual predicts his/her action in a particular circumstance was the most used measure to deduce pilots’ risk-taking behavior. No predictor variable reliably predicted pilots’ risky flight behavior. Conclusion This systematic review highlights the majority of research examining the relationship between individual predictors of risk, and risky flight behavior relies on self-reported measures or scales as opposed to in-situ performance measures such as data captured during flight or in a simulator. Such performance measures are susceptible to demand characteristics.
摘要目的本系统综述的目的是强调飞行员的风险感知是如何衡量的,以及风险的个体预测因素与危险飞行行为之间的关系。背景风险是生活中固有的一部分,没有任何行动是没有风险的。风险承担是由几个因素介导的,这些因素包括年龄、性别、文化背景和个性。了解飞行员的风险感知是如何衡量的,有助于更好地了解飞行员参与风险的倾向,并有助于设计减轻风险行为的培训计划。方法进行系统回顾,以建立风险的个体预测因素与危险飞行行为之间的联系。该系统审查使用PRISMA指南进行,时间跨度为1985年至2021年。16篇符合入选标准的文章被披露。结果16篇文章中有3篇对危险飞行行为采用了原位行为测量。预测,即个人预测他/她的行动在特定情况下是推断飞行员冒险行为的最常用的衡量标准。没有任何预测变量能够可靠地预测飞行员的危险飞行行为。结论这篇系统综述强调了大多数研究风险的个体预测因素与危险飞行行为之间的关系,这些研究依赖于自我报告的测量或量表,而不是现场表现测量,如飞行过程中或模拟器中捕获的数据。这种性能指标容易受到需求特征的影响。
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引用次数: 0
Miscommunication in Commercial Aviation: The Role of Accent, Speech Rate, Information Density, and Politeness Markers 商用航空中的误解:重音、语速、信息密度和礼貌标记的作用
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2023-01-02 DOI: 10.1080/24721840.2022.2154672
Y. H. P. S. A. Y. Dissanayaka, B. Molesworth, Dominique Estival
ABSTRACT Objective This study is specifically designed to examine the effect of accent (native or non-native English sounding), rate of speech, complexity of transmission (information density), and politeness markers on commercial pilot (mis)communication. Background Aviation accident reports often cite miscommunication as a contributing factor. Anecdotal reports from pilots, along with limited empirical studies on pilot communication, further confirm that miscommunication remains a problem. Method Approximately 250 ATC-Pilot transmissions from each of four international airports: Kingsford Smith, Sydney, Australia (YSSY); Hong Kong International Airport (VHHH); Los Angeles International Airport, USA (KLAX); and Haneda, Tokyo, Japan (RJTT) were analyzed. Pilot communication errors were compared between the four locations based on pilot and ATC accent alignment, rate of speech, number and order of items in transmission, and politeness markers. Results Native English-sounding pilots committed more errors than accented pilots. Alignment of pilot and ATC language background reduced communication errors, but not when native English speakers were involved. Longer messages increased the number of communication errors. Politeness markers did not affect communication and pilots committed fewer errors when the readback order was not scrambled. Conclusion Communication errors still occur in ATC-Pilot radio communication. These errors appear more common with native English sounding pilots than accented pilots. Hence, the origin of the problem appears to stem from proficiency in the lingua franca of Aviation English, rather than with the English language.
摘要目的本研究旨在研究口音(母语或非母语英语发音)、语速、传输复杂性(信息密度)和礼貌标记对商业飞行员(mis)通信的影响。背景航空事故报告经常提到沟通失误是一个促成因素。飞行员的轶事报告,以及对飞行员沟通的有限实证研究,进一步证实了沟通失误仍然是一个问题。方法从澳大利亚悉尼金斯福德·史密斯机场(YSSY)四个国际机场各发送约250个ATC飞行员信号;香港国际机场;美国洛杉矶国际机场(KLAX);和日本东京羽田(RJTT)。根据飞行员和ATC的口音对齐、语速、传输项目的数量和顺序以及礼貌标记,比较了四个位置之间的飞行员通信错误。结果母语为英语的飞行员犯下的错误比口音飞行员多。飞行员和ATC语言背景的一致性减少了沟通错误,但当涉及母语为英语的人时则不然。较长的消息会增加通信错误的数量。礼貌标记不会影响沟通,当读回顺序没有被打乱时,飞行员犯下的错误更少。结论空管飞行员无线电通信仍存在通信差错。这些错误在以英语为母语的飞行员中似乎比口音飞行员更常见。因此,问题的根源似乎源于对航空英语通用语言的熟练程度,而不是英语。
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引用次数: 1
Integrated Modeling of Fatigue Impacts on C-17 Approach and Landing Performance 疲劳对C-17进近和着陆性能影响的综合建模
IF 1.3 4区 心理学 Q4 PSYCHOLOGY, APPLIED Pub Date : 2023-01-02 DOI: 10.1080/24721840.2022.2149526
Bella Z. Veksler, Megan B. Morris, M. Krusmark, G. Gunzelmann
ABSTRACT Objective The current effort develops an initial integrated model of fatigue in the context of C-17 approach and landing operations. Specifically, we integrate a biomathematical fatigue model with a task network model to estimate pilot performance degradation. Background Fatigue risk management is a critical process in aviation and flight deck operations, given its dramatic impact on aviation safety and pilot health. Biomathematical fatigue models are useful tools in several aviation fatigue risk management programs that can be embedded in electronic device applications. However, these tools are limited in terms of identifying specific performance outcomes affected by fatigue, as well as individualizing fatigue estimates to individual pilots. Integrating computational cognitive models and biomathematical fatigue models can help address these issues. Methods Forty-four aircrew members completed the study with 10 performing 33 landings with sets of corresponding actigraph data and C-17 performance metrics. We developed a task network model of C-17 approach and landing operations and integrated biomathematical fatigue model predictions based on actigraph data from the aircrew. We then compared predictions from this integrated model with C-17 performance metrics from the missions. Results We successfully predicted delays in setting flaps, landing gear, and engaging the speed brake. Conclusion After further development and validation, this integrated model can be implemented within an application to provide real-time information on pilot fatigue and expected performance on specific aircraft operations.
摘要目的当前的工作开发了C-17进近和着陆操作背景下的疲劳初始综合模型。具体而言,我们将生物数学疲劳模型与任务网络模型相结合,以估计飞行员的性能退化。背景疲劳风险管理是航空和飞行甲板操作中的一个关键过程,因为它对航空安全和飞行员健康有着巨大的影响。生物数学疲劳模型是一些航空疲劳风险管理程序中的有用工具,这些程序可以嵌入电子设备应用中。然而,这些工具在识别受疲劳影响的具体性能结果以及对个别飞行员的疲劳估计方面是有限的。整合计算认知模型和生物数学疲劳模型可以帮助解决这些问题。方法44名机组人员完成了这项研究,其中10人进行了33次着陆,并提供了相应的活动图数据和C-17性能指标。我们开发了C-17进近和着陆操作的任务网络模型,并基于机组人员的活动图数据进行了综合生物数学疲劳模型预测。然后,我们将该综合模型的预测与任务中的C-17性能指标进行了比较。结果我们成功地预测了襟翼、起落架和速度刹车的延迟。结论经过进一步的开发和验证,该集成模型可以在应用程序中实现,以提供飞行员疲劳和特定飞机操作预期性能的实时信息。
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引用次数: 2
期刊
International Journal of Aerospace Psychology
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