[HTML][HTML] A machine learned go-around prediction model using pilot-in-the-loop simulations
Go-around manoeuvers are challenging for the management of arriving air traffic due to their
complexity and unpredictability. In the present work, we propose to augment the air traffic …
complexity and unpredictability. In the present work, we propose to augment the air traffic …
A machine learning application for predicting and alerting missed approaches for airport management
CS Chou, A Tien, H Bateman - 2021 IEEE/AIAA 40th Digital …, 2021 - ieeexplore.ieee.org
This study applied machine learning technique to predict the occurrences of Missed
Approach (MA) at an airport. In general, MA events are rare, and they typically occur at an …
Approach (MA) at an airport. In general, MA events are rare, and they typically occur at an …
Predicting airplane go-arounds using machine learning and open-source data
Go-arounds (GAs) are standard air traffic control procedures during which aircraft approach
a runway but do not land. The incidence of a GA can subsequently affect the workload of …
a runway but do not land. The incidence of a GA can subsequently affect the workload of …
Large landing trajectory dataset for go-around analysis
The analysis and prediction of go-arounds, also referred to as missed approaches, is an
active field of research due to the go-around's impact on safety and the disruption of the …
active field of research due to the go-around's impact on safety and the disruption of the …
[PDF][PDF] A Tree-based Machine Learning Model for Go-around Detection and Prediction
The approach phase of a flight represents a safetycritical flight operation that requires close
and timely cooperation between pilots and tower controllers leading to a smooth landing …
and timely cooperation between pilots and tower controllers leading to a smooth landing …
Time in Advance Go-Around Predictions for Decision Support in Air Traffic Management
P Hernández, L Beller, C Argerich… - 2022 IEEE/AIAA 41st …, 2022 - ieeexplore.ieee.org
Maintaining the safety and cost-effectiveness of air transport operations, while increasing
capacity, will push the next generation of ATM systems towards digitization. In the medium …
capacity, will push the next generation of ATM systems towards digitization. In the medium …
Probabilistic formal verification of the SATS concept of operation
The objective of NASA's Small Aircraft Transportation System (SATS) Concept of Operations
(ConOps) is to facilitate High Volume Operation (HVO) of advanced small aircraft operating …
(ConOps) is to facilitate High Volume Operation (HVO) of advanced small aircraft operating …
Towards Analysing the Impact of Go-Around Occurrences at Large European Airports
Go-arounds (GoA) or missed approaches are standard flight procedures initiated when an
approach is aborted for safety reasons, requiring pilots to reposition the aircraft for a …
approach is aborted for safety reasons, requiring pilots to reposition the aircraft for a …
Towards Probabilistic Formal Analysis of SATS-Simultaneously Moving Aircraft (SATS-SMA)
The objective of NASA's Small Aircraft Transportation System (SATS) Concept of Operations
(ConOps) is to facilitate high volume operation of advanced small aircraft operating in non …
(ConOps) is to facilitate high volume operation of advanced small aircraft operating in non …