Recent technological advances have accelerated the development and application of
increasingly autonomous (IA) systems in civil and military aviation. IA systems can provide …

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 …

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 …

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 …

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 …

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 …

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 …