Energy-based metrics for safety analysis of general aviation operations

T Puranik, H Jimenez, D Mavris - Journal of Aircraft, 2017 - arc.aiaa.org
Energy management and energy state awareness are important concepts in aircraft safety
analysis. Many loss-of-control accidents are correlated to poor energy management. Energy …

Study on machine learning methods for general aviation flight phase identification

N Fala, G Georgalis, N Arzamani - Journal of Aerospace Information …, 2023 - arc.aiaa.org
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 …

Anomaly detection and cause analysis during landing approach using recurrent neural network

R Mori - Journal of Aerospace Information Systems, 2021 - arc.aiaa.org
The stabilized approach is important to avoid aircraft accidents during landing. Although
there are many possible factors that can lead to an unstable approach, actions can be taken …

[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 …

Estimation the risk of airplane separation lost by statistical data processing of lateral deviations

I Tsymbaliuk, O Ivashchuk… - 2020 10th International …, 2020 - ieeexplore.ieee.org
A risk of airplane separation lost is one of the key elements in aviation safety level
estimation. In the paper, we consider a method of real-time risk estimation for a particular …

A new approach to modeling aviation accidents

AH Rao - 2016 - search.proquest.com
General Aviation (GA) is a catchall term for all aircraft operations in the US that are not
categorized as commercial operations or military flights. GA aircraft account for almost 97 …

Human error and interactions with technology in safety-critical workplaces: Learning from the aviation industry

SK Dyer - 2020 - ideals.illinois.edu
Humans are intrinsically motivated to avoid making mistakes in the workplace, yet human
errors continue to occur. This research considered the problem of human error in safety …

In Search of General Aviation Flight Data Monitoring: Lightweight Recording System

BC Kuo, W Guan, P Chen - 17th AIAA Aviation Technology, Integration …, 2017 - arc.aiaa.org
I. Introduction hile commercial airliner accidents have become relatively rare in developed
countries, causalities resulted from loss of control in-flight (LOC-I) in general aviation (GA) …

Assessing potential biases in risk perception for general aviation pilots

N Fala, K Marais - AIAA Aviation 2019 Forum, 2019 - arc.aiaa.org
In 2017, General Aviation (GA) in the United States was responsible for 990 non-commercial
fixed-wing accidents—157 of them fatal. One way to improve safety is through improved …

Investigation of Feasibility of Using Low-Cost AHRS Devices to Detect General Aviation Hazardous States

A Chakraborty, N Fala, K Marais - AIAA Aviation 2019 Forum, 2019 - arc.aiaa.org
Flight Operational Quality Assurance (FOQA), or Flight Data Management (FDM), has played
a role in commercial aviation since the 1960s. FOQA is a voluntary safety program through …