A comparative analysis of machine learning algorithms for the purpose of predicting Norwegian air passenger traffic
A Stanulov, S Yassine - … Journal of Mathematics, Statistics, and Computer …, 2024 - ijmscs.org
This analysis aims to provide an overview of potential machine learning algorithms that may
aid the aviation industry in predicting future air passenger traffic flow, which can help …
aid the aviation industry in predicting future air passenger traffic flow, which can help …
Predictive classification and understanding of weather impact on airport performance through machine learning
Efficient airport operations depend on appropriate actions and reactions to current
constraints. Local weather events and their impact on airport performance may have network …
constraints. Local weather events and their impact on airport performance may have network …
The influence of visibility on the opportunity to perform flight operations with various categories of the instrument landing system
A Kwasiborska, M Grabowski, AN Sedláčková, A Novák - Sensors, 2023 - mdpi.com
Meteorological conditions significantly affect air traffic safety and can also affect a pre-
planned flight plan. Difficult meteorological conditions are particularly hazardous during take …
planned flight plan. Difficult meteorological conditions are particularly hazardous during take …
A systematic review of adaption to climate change impacts in the aviation sector
R Burbidge, C Paling, RM Dunk - Transport Reviews, 2024 - Taylor & Francis
The incremental changes and greater extremes of a changing climate will have operational,
infrastructure and economic impacts for aviation. Given the criticality of aviation for global …
infrastructure and economic impacts for aviation. Given the criticality of aviation for global …
Data-driven airport management enabled by operational milestones derived from ADS-B messages
Standardized, collaborative decision-making processes have already been implemented at
some network-relevant airports, and these can be further enhanced through data-driven …
some network-relevant airports, and these can be further enhanced through data-driven …
Supporting weather forecasting performance management at aerodromes through anomaly detection and hierarchical clustering
Weather forecasting is a critical factor for aerodrome and enroute flight operations. Airport
decision-makers rely on assessments made by forecasters to ensure operations safety and …
decision-makers rely on assessments made by forecasters to ensure operations safety and …
Impact of wind on eVTOL operations and implications for vertiport airside traffic flows: A case study of Hamburg and Munich
K Schweiger, R Schmitz, F Knabe - Drones, 2023 - mdpi.com
This study examines the impact of wind/gust speed conditions on airside traffic flows at
vertiports in the context of on-demand urban air mobility based on the Vertidrome Airside …
vertiports in the context of on-demand urban air mobility based on the Vertidrome Airside …
Weather impact quantification on airport arrival on-time performance through a Bayesian statistics modeling approach
Compared with departures, predicting the weather impact on arrival delays is more
challenging because of possible non-linear, cascading effects, and higher uncertainty …
challenging because of possible non-linear, cascading effects, and higher uncertainty …
[HTML][HTML] Arrival flight efficiency in pre-and post-Covid-19 pandemics
A Lemetti, H Hardell, T Polishchuk - Journal of Air Transport Management, 2023 - Elsevier
Covid-19 pandemic affected aviation severely, resulting in unprecedented reduction of air
traffic. While aviation is slowly re-gaining traffic volumes, we use the opportunity to study the …
traffic. While aviation is slowly re-gaining traffic volumes, we use the opportunity to study the …
A passenger-centric model for reducing missed connections at low cost airports with gates reassignment
Low cost carriers usually operate from no-frills budget terminals which are designed for
quick aircraft turnaround, faster passenger connections with minimal inter-gate passenger …
quick aircraft turnaround, faster passenger connections with minimal inter-gate passenger …