Text mining of accident reports using semi-supervised keyword extraction and topic modeling
A Ahadh, GV Binish, R Srinivasan - Process safety and environmental …, 2021 - Elsevier
Learning from past incidents is critical to achieving and maintaining high process safety
performance. Accident and incident records provide one way for learning; however, these …
performance. Accident and incident records provide one way for learning; however, these …
Anomaly detection in general-aviation operations using energy metrics and flight-data records
TG Puranik, DN Mavris - Journal of Aerospace Information Systems, 2018 - arc.aiaa.org
Among the operations in the general-aviation community, one of the most important
objectives is to improve safety across all flight regimes. Flight-data-monitoring or flight …
objectives is to improve safety across all flight regimes. Flight-data-monitoring or flight …
Study on machine learning methods for general aviation flight phase identification
Accurate identification of phases of flight is an essential step in analyses such as airport
operation counts, fuel burn estimation, and safety studies. Past research has focused …
operation counts, fuel burn estimation, and safety studies. Past research has focused …
Visualising flight regimes using self-organising maps
O Bektas - The Aeronautical Journal, 2023 - cambridge.org
The purpose of this paper is to group the flight data phases based on the sensor readings
that are most distinctive and to create a representation of the higher-dimensional input …
that are most distinctive and to create a representation of the higher-dimensional input …
Phases of flight identification for rotorcraft operations
TUDIES of rotorcraft accidents have shown that both the total number of accidents and the
number of fatal accidents per flight hour are exceedingly larger than those for fixed-wing …
number of fatal accidents per flight hour are exceedingly larger than those for fixed-wing …
How the black hole illusion environment affects operational performance at different flight phases in aviation
L Huang, Y Hou, Y Chen, X You, RW Proctor… - Applied Ergonomics, 2023 - Elsevier
The black hole illusion (BHI) is a subtype of spatial disorientation that can result in fatal
consequences in aviation. Research on the BHI has generally focused on altitude deviation …
consequences in aviation. Research on the BHI has generally focused on altitude deviation …
Airborne sensor data-based unsupervised recursive identification for UAV flight phases
B Wang, X Peng, D Liu - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
With the widespread application of Unmanned Aerial Vehicle (UAV), more and more
attention has been paid to the analysis of flight data, which can realize the condition …
attention has been paid to the analysis of flight data, which can realize the condition …
A flight phase identification method based on airborne data of civil aircraft
W Bing, Z Ying, XIE Hua, LI Jie - 交通运输工程学报, 2022 - transport.chd.edu.cn
To resolve the flight phase identification errors in the airborne quick access recorder (QAR)
trajectory data of civil aircraft, a method of flight phase re-identification was proposed based …
trajectory data of civil aircraft, a method of flight phase re-identification was proposed based …
[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 …
Which aircraft has a better fuel efficiency?–a case study in china
Different aircraft have different load capacity and fuel consumption. Understanding which
aircraft has better fuel efficiency is meaningful for energy conservation and reducing …
aircraft has better fuel efficiency is meaningful for energy conservation and reducing …