Sequential deep learning from NTSB reports for aviation safety prognosis
X Zhang, P Srinivasan, S Mahadevan - Safety science, 2021 - Elsevier
In this paper, we apply a set of data-mining and sequential deep learning techniques to
accident investigation reports published by the National Transportation Safety Board (NTSB) …
accident investigation reports published by the National Transportation Safety Board (NTSB) …
Towards online prediction of safety-critical landing metrics in aviation using supervised machine learning
TG Puranik, N Rodriguez, DN Mavris - Transportation Research Part C …, 2020 - Elsevier
In recent years, due to the increased availability of data and improvements in computing
power, application of machine learning techniques to various aviation safety problems for …
power, application of machine learning techniques to various aviation safety problems for …
A state-based approach to modeling general aviation accidents
This paper develops a state-based accident model that we apply to General Aviation (GA)
accidents recorded in the National Transportation Safety Board (NTSB) accident database …
accidents recorded in the National Transportation Safety Board (NTSB) accident database …
Deep-learning based time series forecasting of go-around incidents in the national airspace system
SV Subramanian, AH Rao - 2018 AIAA Modeling and Simulation …, 2018 - arc.aiaa.org
To safely increase National Airspace System (NAS) operations through NextGen, there is a
need to modernize Air Transportation Management (ATM) system. NextGen technologies …
need to modernize Air Transportation Management (ATM) system. NextGen technologies …
Analysis of General Aviation fixed-wing aircraft accidents involving inflight loss of control using a state-based approach
Inflight loss of control (LOC-I) is a significant cause of General Aviation (GA) fixed-wing
aircraft accidents. The United States National Transportation Safety Board's database …
aircraft accidents. The United States National Transportation Safety Board's database …
[PDF][PDF] Analyses of Incidents of Helicopter Guimbal Cabri G2: Analyses of Pilots
M Harridon - International Journal of Scientific and Research …, 2021 - academia.edu
The Helicopter Guimbal Cabri G2 is a helicopter that is usually used for training and
recreational activities. The Cabri G2 is agile and easy to handle. In this paper the author had …
recreational activities. The Cabri G2 is agile and easy to handle. In this paper the author had …
High risk occurrence chains in helicopter accidents
We develop an approach to identify high-risk sequences of events (or occurrence chains) in
General Aviation (GA) accidents using historical accident data. We demonstrate our …
General Aviation (GA) accidents using historical accident data. We demonstrate our …
Epidemiology of helicopter accidents: Trends, rates, and covariates
JS Churchwell, KS Zhang, JH Saleh - Reliability Engineering & System …, 2018 - Elsevier
The objective of this work is to provide a better understanding of helicopter accidents and to
identify important areas for different stakeholders to focus their attention and resources for …
identify important areas for different stakeholders to focus their attention and resources for …
[PDF][PDF] A methodology for quantitative data-driven safety assessment for general aviation
TG Puranik - 2018 - researchgate.net
As my journey through graduate school draws to a close, I would like to acknowledge all
those who made this a great experience. First of all I would like to thank my adviser Prof …
those who made this a great experience. First of all I would like to thank my adviser Prof …
[HTML][HTML] Examining the most accident-prone sector within commercial aviation: Why do accidents with light inland helicopters occur, and how can we improve safety?
Light inland helicopter has for several years been the most accident-prone sector within
commercial aviation, with a more than 10 times higher accident risk than offshore …
commercial aviation, with a more than 10 times higher accident risk than offshore …