Abstract Details
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Activity Number:
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408
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Type:
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Contributed
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Date/Time:
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Tuesday, August 5, 2014 : 2:00 PM to 3:50 PM
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Sponsor:
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Section on Statistical Learning and Data Mining
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Abstract #311493
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View Presentation
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Title:
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Assessing the Past, Present and Future of Aviation Fuel Efficiency
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Author(s):
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Nastaran Coleman*+
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Companies:
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FAA/ANG-51
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Keywords:
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Aviation ;
Regression ;
Fuel Burn ;
Efficiency measurment ;
multivariate
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Abstract:
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This paper creates a multivariate regression model of total aviation fuel consumption. The model's inputs include over a decade of monthly observations of fuel consumption, numbers of flights, numbers of passengers, miles flown, fleet mix and load factors. Using the regression, efficiencies due to Federal Aviation Administration initiatives over the past decades are isolated and measured. Finally, fast-time simulation results on fuel efficiency from future new initiatives, together called NextGen, are summarized.
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Authors who are presenting talks have a * after their name.
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