Text-enriched air traffic flow modeling and prediction using transformers

• Main Authors: Ma, Chunyao, Alam, Sameer, Cai, Qing, Delahaye, Daniel
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Engineering; Air traffic management; Flow-centric operation
• Online Access: https://hdl.handle.net/10356/177802
• Institution: Nanyang Technological University

The air traffic control paradigm is shifting from sector-based operations to flow-centric approaches to overcome sectors’ geographical limits. Modeling and predicting intersecting air traffic flows can assist controllers in flow coordination under the flow-centric paradigm. This paper proposes a flo...