Enhancing pilot vigilance assessment: The role of flight data and continuous performance test in detecting random attention loss in short IFR flights

Alireza Ghaderi and Fariborz Saghafi

Journal of Air Transport Management, 2024, vol. 120, issue C

Abstract: Situational awareness (SA) and fatigue management are crucial aspects of aviation safety, particularly during demanding flight phases. This study introduces an innovative approach employing flight data, machine learning, and Continuous Performance Test (CPT) metrics to predict pilot performance and SA during instrument approaches under Instrument Meteorological Conditions (IMC). Data were collected from over 10 pilots across more than 40 flights in a high-fidelity Cessna 172 analog flight simulator.

Keywords: Aviation human performance; Aviation safety; Fatigue risk management systems (FRMS); Pilot situational awareness; Continuous performance test (CPT) (search for similar items in EconPapers)
Date: 2024
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Persistent link: https://EconPapers.repec.org/RePEc:eee:jaitra:v:120:y:2024:i:c:s0969699724001388

DOI: 10.1016/j.jairtraman.2024.102673

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