Considerations in assuring safety of increasingly autonomous systems
Recent technological advances have accelerated the development and application of
increasingly autonomous (IA) systems in civil and military aviation. IA systems can provide …
increasingly autonomous (IA) systems in civil and military aviation. IA systems can provide …
Multiclass multiple-instance learning for predicting precursors to aviation safety events
In recent years, there has been a rapid growth in applying machine learning techniques that
leverage aviation data collected from commercial airline operations to improve safety …
leverage aviation data collected from commercial airline operations to improve safety …
Framework for Offline Data-Driven Aircraft Fault Diagnosis
A Dahleni Kraemer, E Villani - Journal of Aerospace Information …, 2024 - arc.aiaa.org
This paper proposes a framework for aircraft fault diagnosis based on the offline analysis of
flight data. It overcomes the limitations of current data-driven approaches by combining …
flight data. It overcomes the limitations of current data-driven approaches by combining …
航空大数据研究综述.
赵学武, 吴宁, 王军, 阮利, 李玲玲… - Journal of Frontiers of …, 2021 - search.ebscohost.com
大数据伴随着物联网, 云计算和人工智能等技术的发展成为目前的研究热点,
并在许多领域得到了应用. 蓬勃发展的航空领域具备天然的大数据土壤, 受到人们越来越高的 …
并在许多领域得到了应用. 蓬勃发展的航空领域具备天然的大数据土壤, 受到人们越来越高的 …
Real-time mitigation of loss of separation events using reinforcement learning
M Hawley, R Bharadwaj… - 2019 IEEE/AIAA 38th …, 2019 - ieeexplore.ieee.org
With the projected increase of manned and unmanned air traffic in the National Airspace
(NAS), an uptick in airspace congestion and the risk of mid-air collisions is inevitable …
(NAS), an uptick in airspace congestion and the risk of mid-air collisions is inevitable …
On the gap between aircraft FDI methods in industry and academy: challenges and directions
A Dahleni Kraemer, E Villani - AIAA Scitech 2019 Forum, 2019 - arc.aiaa.org
Aviation system is one of the most complex dynamical systems [1]. The growing complexity
of aircraft equipment and systems is increasing the number of failure modes that can occur …
of aircraft equipment and systems is increasing the number of failure modes that can occur …
Machine learning FDI approach to aircraft failures using SIVOR simulator
A Dahleni Kraemer, E Villani - AIAA Scitech 2019 Forum, 2019 - arc.aiaa.org
Aircraft dynamics are in general nonlinear, time varying, and uncertain [1]. Considering the
diversity of factors involved in a flight (aircraft subsystems anomalies, external hazards, pilot …
diversity of factors involved in a flight (aircraft subsystems anomalies, external hazards, pilot …
[引用][C] Clustering aircraft trajectories on the airport surface
AM Churchill, M Bloem - Proceedings of the 13th USA/Europe Air Traffic …, 2019