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 …

Weather impact on airport performance

M Schultz, S Lorenz, R Schmitz, L Delgado - Aerospace, 2018 - mdpi.com
Weather events have a significant impact on airport performance and cause delayed
operations if the airport capacity is constrained. We provide quantification of the individual …

Assessment of airport arrival congestion and delay: Prediction and reliability

Á Rodríguez-Sanz, FG Comendador, RA Valdés… - … Research Part C …, 2019 - Elsevier
Air traffic networks are highly dependent on airport arrival processes, which are common
triggers for capacity constraints and delay propagation. Arrival Manager tools aim to improve …

Flight and passenger delay assignment optimization strategies

A Montlaur, L Delgado - Transportation Research Part C: Emerging …, 2017 - Elsevier
This paper compares different optimization strategies for the minimization of flight and
passenger delays at two levels: pre-tactical, with on-ground delay at origin, and tactical, with …

[HTML][HTML] Application of merging optimization to an arrival manager algorithm considering trajectory-based operations

D Toratani - Transportation Research Part C: Emerging …, 2019 - Elsevier
An arrival manager (AMAN) is a support system for air traffic controllers in the airspace near
an airport. The AMAN assists the air traffic controller in facilitating efficient arrival sequences …

Reviewing the DATAS of aviation research data: Diversity, availability, tractability, applicability, and sources

MZ Li, MS Ryerson - Journal of Air Transport Management, 2019 - Elsevier
The field of aviation research is entering the era of big data. While data-driven
advancements in aviation have clearly brought about applicable models and results with …

AHP-Entropy based priority assessment of factors to reduce aviation fuel consumption

J Singh, SK Sharma, R Srivastava - International Journal of System …, 2019 - Springer
With the projected air traffic growth, aviation fuel needs will grow by 3% globally per year.
Considering this, aviation industry has set ambitious goals to enhance its fuel efficiency. This …

Characterization and prediction of the airport operational saturation

Á Rodríguez-Sanz, FG Comendador, RA Valdés… - Journal of Air Transport …, 2018 - Elsevier
This paper develops a functional analysis of the aircraft flow through the airport operational
framework, focusing on the airspace-airside integrated system. In this analysis, we use a …

[PDF][PDF] Advanced quantification of weather impact on air traffic management

S Reitmann, S Alam, M Schultz - ATM Seminar, 2019 - researchgate.net
The classification of weather impacts on airport operations will allow efficient consideration
of expected local weather events and in an analysis of air traffic network behaviors. We use …

Recommending strategic air traffic management initiatives in convective weather

JC Jones, Z Ellenbogen, Y Glina - Journal of Air Transportation, 2023 - arc.aiaa.org
The presence of uncertainty in weather forecasts poses significant challenges for air traffic
managers. These challenges can have major repercussions on stakeholders in terms of …