Statistics and machine learning in aviation environmental impact analysis: A survey of recent progress
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 …
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
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 …
realization of a sustainable future of aviation. An accurate assessment of aircraft features …
Reduced order modeling methods for aviation noise estimation
A key enabler for sustainable growth of aviation is the mitigation of adverse environmental
effects. One area of concern is community noise exposure at large hub airports serving …
effects. One area of concern is community noise exposure at large hub airports serving …
Develo** virtual acoustic terrain for Urban Air Mobility trajectory planning
Abstract Urban Air Mobility (UAM) is a transformative concept that must operate
harmoniously within the constraints imposed by societal impacts. Noise-aware flight …
harmoniously within the constraints imposed by societal impacts. Noise-aware flight …
Improved noise abatement departure procedure modeling for aviation environmental impact assessment
In order to ensure sustainable growth in global air transportation, it is important to make
harmonized efforts to mitigate the environmental impacts from aircraft operations. Accurate …
harmonized efforts to mitigate the environmental impacts from aircraft operations. Accurate …
Data-driven approach to environmental impact assessment of real-world operations
View Video Presentation: https://doi. org/10.2514/6.2021-0008. vid The mitigation of aviation
environmental effects is one of the key enablers to sustainable aviation growth. Various …
environmental effects is one of the key enablers to sustainable aviation growth. Various …
Noise model validation using real world operations data
View Video Presentation: https://doi. org/10.2514/6.2021-2136. vid The mitigation of aviation
environmental effects is one of the key enablers to sustainable aviation growth. In order to …
environmental effects is one of the key enablers to sustainable aviation growth. In order to …
Comparative assessment of AEDT noise modeling assumptions using real-world data
View Video Presentation: https://doi. org/10.2514/6.2022-3917. vid Sustainable aviation
growth requires mitigating the environmental effects of aviation. Modeling these effects …
growth requires mitigating the environmental effects of aviation. Modeling these effects …
Development and analysis of improved departure modeling for aviation environmental impact assessment
Accurate modeling of aircraft fuel consumption, emissions, and noise is crucial in evaluating
new air transportation operational procedures and policies to abate negative environmental …
new air transportation operational procedures and policies to abate negative environmental …
Probabilistic representatives mining (prem): A clustering method for distributional data reduction
Complex computations and analyses on massive data sets can be impractical or infeasible.
Data reduction is a crucial problem in the era of big data to obtain a reduced representation …
Data reduction is a crucial problem in the era of big data to obtain a reduced representation …