[HTML][HTML] Statistics and machine learning in aviation environmental impact analysis: A survey of recent progress

Z Gao, DN Mavris - Aerospace, 2022 - mdpi.com
The rapid growth of global aviation operations has made its negative environmental impact
an international concern. Accurate modeling of aircraft fuel burn, emissions, and noise is the …

Multi-level aircraft feature representation and selection for aviation environmental impact analysis

Z Gao, SI Kampezidou, A Behere, TG Puranik… - … Research Part C …, 2022 - Elsevier
A wholesome understanding of aviation's environmental impacts is indispensable to the
realization of a sustainable future of aviation. An accurate assessment of aircraft features …

Developing virtual acoustic terrain for Urban Air Mobility trajectory planning

Z Gao, A Porcayo, JP Clarke - … Research Part D: Transport and Environment, 2023 - Elsevier
Abstract Urban Air Mobility (UAM) is a transformative concept that must operate
harmoniously within the constraints imposed by societal impacts. Noise-aware flight …

Relative Importance of Parameters in Departure Procedure Design for LTO Noise, Emission, and Fuel Burn Minimization

A Behere, M Kirby, DN Mavris - AIAA AVIATION 2022 Forum, 2022 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2022-3916. vid The path to sustainable
aviation is highly dependent on the reduction of aircraft fuel burn and emissions, and on the …

Principal Component Analysis of Aviation Noise Grids for Dimensionality Reduction

A Behere, DN Mavris - AIAA SCITECH 2023 Forum, 2023 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2023-0794. vid As the aviation industry
continues to grow and focus on long term sustainability, the successful mitigation of …

Takeoff ground roll analysis of real-world operations for improved noise modeling

J Bhanpato, A Behere, M Kirby… - AIAA SCITECH 2023 …, 2023 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2023-0795. vid The ability to quantify
aviation environmental impacts accurately is one of the key enablers for sustainable aviation …

Minimax and multi-criteria selection of representative model portfolios for complex systems analysis

Z Gao, Y Li, TG Puranik, DN Mavris - AIAA Journal, 2022 - arc.aiaa.org
The analysis of complex systems typically requires a large and diverse ensemble of models
to confront the richness and complexity of the problem. Nevertheless, a common …

[HTML][HTML] Data-Driven Analysis of Departure Procedures for Aviation Noise Mitigation

J Bhanpato, TG Puranik, DN Mavris - Engineering Proceedings, 2021 - mdpi.com
The mitigation of aviation environmental effects is one of the key requirements for
sustainable aviation growth. Among various mitigation strategies, Noise Abatement …

[HTML][HTML] An Experimental and Analytical Approach to Evaluate Transponder-Based Aircraft Noise Monitoring Technology

C Yang, JH Mott - Aerospace, 2024 - mdpi.com
Aviation is a vital modern transportation sector connecting millions of passengers globally.
Sustainable aviation development holds substantial community benefits, necessitating …

A Method for the Parametric Representation of Take-off Time-Series Trajectory Data for Environmental Impact Assessment

A Behere, DN Mavris - AIAA AVIATION 2023 Forum, 2023 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2023-4111. vid With the continued
recovery of the aviation industry and expected long-term growth, the successful mitigation of …