Predictive safety analytics: inferring aviation accident shaping factors and causation

E Ancel, AT Shih, SM Jones, MS Reveley… - Journal of Risk …, 2015 - Taylor & Francis
This paper illustrates the development of an object-oriented Bayesian network (OOBN) to
integrate the safety risks contributing to an in-flight loss-of-control aviation accident. With the …

A socio-technical model for analyzing safety risk of unmanned aircraft systems (UAS): An application to precision agriculture

JT Luxhøj - Procedia Manufacturing, 2015 - Elsevier
There are a number of concerns about the introduction of Unmanned Aircraft Systems (UAS)
into the National Airspace System (NAS) of which safety risk is of paramount importance. For …

A ConOps derived UAS safety risk model

JT Luxhøj, W Joyce, C Luxhøj - Journal of Risk Research, 2021 - Taylor & Francis
The purpose of NASA's Unmanned Aircraft Systems (UAS) Integration in the National
Airspace System project is to support the FAA with research that examines the risks involved …

Predictive safety analytics for complex aerospace systems

JT Luxhøj - Procedia computer science, 2013 - Elsevier
The complexity of the National Airspace System (NAS) in the United States presents a
number of novel and unique challenges for the integration of Unmanned Aircraft Systems …

A conceptual Object-Oriented Bayesian Network (OOBN) for modeling aircraft carrier-based UAS safety risk

JT Luxhøj - Journal of Risk Research, 2015 - Taylor & Francis
This paper illustrates the conceptual development of a demonstration Object-Oriented
Bayesian Network (OOBN) to integrate the hazards associated with an experimental …

Object-oriented Bayesian networks (OOBN) for aviation accident modeling and technology portfolio impact assessment

AT Shih, E Ancel, SM Jones - … Conference of the American Society for …, 2012 - ntrs.nasa.gov
The concern for reducing aviation safety risk is rising as the National Airspace System in the
United States transforms to the Next Generation Air Transportation System (NextGen). The …

System safety modeling of alternative geofencing configurations for small uas

JT Luxhoj - International Journal of Aviation, Aeronautics, and …, 2016 - commons.erau.edu
As is well known, the integration of small Unmanned Aircraft Systems (sUAS) or “drones”
into the National Airspace System (NAS) has captured significant industry, academic …

Predictive analytics for modeling UAS safety risk

JT Luxhoj - SAE International Journal of Aerospace, 2013 - sae.org
This paper illustrates the development of an Object-Oriented Bayesian Network (OOBN) to
integrate the safety risks contributing to a notional “lost link” scenario for a small UAS …

Aviation Safety Risk Modeling: Lessons Learned from Multiple Knowledge Elicitation Sessions

JT Luxhoj, E Ancel, LL Green, AT Shih… - … System Safety Training …, 2014 - ntrs.nasa.gov
Aviation safety risk modeling has elements of both art and science. In a complex domain,
such as the National Airspace System (NAS), it is essential that knowledge elicitation (KE) …

Bayesian Safety Risk Modeling of Human-flightdeck Automation Interaction

E Ancel, AT Shih - 2015 - ntrs.nasa.gov
Usage of automatic systems in airliners has increased fuel efficiency, added extra
capabilities, enhanced safety and reliability, as well as provide improved passenger comfort …