Digital Commons Network^™

Benefits Associated With Improving Fatigue Regulations For Cargo Pilots, Peter O'Reilly, Arthur Chiari, Bruna Zelenkovas De Gois E Silva, Nelson Christianini, Rodrigo Gomes De Sales, Vitor Adnam Crusco, Maria Petrescu

National Training Aircraft Symposium (NTAS)

This study investigated the potential business benefits of improving fatigue regulations for cargo pilots in Brazil. The research objectives were to compare fatigue levels between cargo and passenger operations, identify regulatory inefficiencies for cargo operators, simulate proposed changes, and analyze cost scenarios. The experimental design involved a review of fatigue regulations in Brazil and the USA, analyzing pilot scheduling data, and the creation of hypothetical flexible scheduling scenarios for 70 pilots flying 16,500 hours annually. We reviewed NTSB data on fatigue-related incidents in US cargo operations with flexible regulations and from the fatigue program of LATAM Cargo.

Comparisons between the …

Using Natural Language Processing To Identify Mental Health Indicators In Aviation Voluntary Safety Reports, Michael Sawyer, Katherine Berry, Amelia Kinsella, R Jordan Hinson, Edward Bynum

National Training Aircraft Symposium (NTAS)

Voluntary Safety Reporting Programs (VSRPs) are a critical tool in the aviation industry for monitoring safety issues observed by the frontline workforce. While VSRPs primarily focus on operational safety, report narratives often describe factors such as fatigue, workload, culture, staffing, and health, directly or indirectly impacting mental health. These reports can provide individual and organizational insights into aviation personnel's physical and psychological well-being. This poster introduces the AVIation Analytic Neural network for Safety events (AVIAN-S) model as a potential tool to extract and monitor these insights. AVIAN-S is a novel machine-learning model that leverages natural language processing (NLP) to analyze …