Applications of machine learning techniques to aviation operations: Promises and challenges
B Sridhar - … Conference on Artificial Intelligence and Data …, 2020 - ieeexplore.ieee.org
There is an increasing interest in applying methods based on Machine Learning Techniques
(MLT) to problems in aviation operations. The current interest is based on developments in …
(MLT) to problems in aviation operations. The current interest is based on developments in …
[HTML][HTML] A bibliometric analysis and visualization of aviation carbon emissions studies
X Li, J Tang, W Li, Q Si, X Guo, L Niu - Sustainability, 2023 - mdpi.com
Carbon peaking and carbon neutrality are gaining global consensus, and carbon reduction
in aviation is necessary and urgent. The main objective of this research paper is to map and …
in aviation is necessary and urgent. The main objective of this research paper is to map and …
Lessons learned in the application of machine learning techniques to air traffic management
There is an increasing interest in applying methods based on Machine Learning Techniques
(MLT) to problems in Air Traffic Management (ATM). The current interest is based on …
(MLT) to problems in Air Traffic Management (ATM). The current interest is based on …
Cross-polar aircraft trajectory optimization and the potential climate impact
Cross-Polar routes offer new opportunities for air travel markets. Transpolar flights reduce
travel times, fuel burns, and associated environmental emissions by flying direct paths …
travel times, fuel burns, and associated environmental emissions by flying direct paths …
Enhanced missed approach procedure based on aircraft reinjection
One of the most important issues facing both the American and European air traffic
management systems will be to provide enough capacity to meet increasing air traffic …
management systems will be to provide enough capacity to meet increasing air traffic …
Deep learning framework for forecasting en route airspace emissions considering temporal-spatial correlation
The air transport system is currently in a rapid development stage, accurate forecasting
emissions is critical for identifying and mitigating its environmental impact. Accurate …
emissions is critical for identifying and mitigating its environmental impact. Accurate …
A fuel savings and benefit analysis of reducing separation standards in the oceanic airspace managed by the New York Air Route Traffic Control Center
New or improved satellite-based technologies are being introduced to improve the
surveillance and communication capabilities in remote airspace. We study the benefits of …
surveillance and communication capabilities in remote airspace. We study the benefits of …
Short/medium-term prediction for the aviation emissions in the en route airspace considering the fluctuation in air traffic demand
D Chen, M Hu, K Han, H Zhang, J Yin - Transportation Research Part D …, 2016 - Elsevier
This paper proposes a novel short/medium-term prediction method for aviation emissions
distribution in en route airspace. An en route traffic demand model characterizing both the …
distribution in en route airspace. An en route traffic demand model characterizing both the …
Sustainable aviation operations and the role of information technology and data science: background, current status and future directions
B Sridhar, D Bell - AIAA Aviation 2022 Forum, 2022 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2022-3705. vid This paper reviews the
achievements of the international community towards environmentally friendly aviation …
achievements of the international community towards environmentally friendly aviation …
Traffic flow management impact on delay and fuel consumption: An Atlanta case study
In 2010, the FAA investigated the use of a capability called a Traffic Management Advisor
Flow Programs to control flights destined for capacity-limited airports. This study explores …
Flow Programs to control flights destined for capacity-limited airports. This study explores …