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 …

Predictive classification and understanding of weather impact on airport performance through machine learning

M Schultz, S Reitmann, S Alam - Transportation Research Part C …, 2021 - Elsevier
Efficient airport operations depend on appropriate actions and reactions to current
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 …

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 …

Data-driven airport management enabled by operational milestones derived from ADS-B messages

M Schultz, J Rosenow, X Olive - Journal of Air Transport Management, 2022 - Elsevier
Standardized, collaborative decision-making processes have already been implemented at
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

R Patriarca, F Simone, G Di Gravio - Expert Systems with Applications, 2023 - Elsevier
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 …

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 …

Weather impact quantification on airport arrival on-time performance through a Bayesian statistics modeling approach

GN Lui, KK Hon, RP Liem - Transportation Research Part C: Emerging …, 2022 - Elsevier
Compared with departures, predicting the weather impact on arrival delays is more
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 …

A passenger-centric model for reducing missed connections at low cost airports with gates reassignment

H Ali, Y Guleria, S Alam, M Schultz - IEEE Access, 2019 - ieeexplore.ieee.org
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 …