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A Method of Constructing the Fuel Efficiency Model Based on Quadratic Polynomial Regression
- Source :
- Procedia Engineering. 15:3749-3753
- Publication Year :
- 2011
- Publisher :
- Elsevier BV, 2011.
-
Abstract
- This paper deeply analyzes the data which is closely related to the fuel efficiency in the production database of the airline transportation. It verifies that quadratic polynomial regression model is the best fitting fuel efficiency model after many experiments. It constructs the quadratic polynomial regression model of the fuel efficiency and derives the model's expression using the least square method. And, an example shows the rationality of the model, and better results of testing. Above all, it obtains the influences’ degree of energy-saving and emission-reducing measures in civil aviation to the fuel efficiency, and provides a good theoretical support for further optimization of energy-saving and emission-reducing measures.
- Subjects :
- Engineering
Mathematical optimization
Degree (graph theory)
business.industry
Civil aviation
ComputerApplications_COMPUTERSINOTHERSYSTEMS
Regression analysis
General Medicine
Quadratic function
Expression (computer science)
Regression
Fuel efficiency
Production (economics)
business
Engineering(all)
Subjects
Details
- ISSN :
- 18777058
- Volume :
- 15
- Database :
- OpenAIRE
- Journal :
- Procedia Engineering
- Accession number :
- edsair.doi.dedup.....3be63a706785de59ff840d2508ea76a4
- Full Text :
- https://doi.org/10.1016/j.proeng.2011.08.702