Experiences in Machine Learning Models for Aircraft Fuel Flow and Drag Polar Predictions

Author:

Raman RamakrishnanORCID,Chaubey Rajesh,Goswami Surendra,Jella Radhakrishna

Publisher

Springer International Publishing

Reference11 articles.

1. Horiguchi, Y. et. al.: Predicting fuel consumption and flight delays for low-cost airlines. In: 29th AAAI Conference on Innovative Applications (IAAI-17)), pp. 4686–4693 (2017)

2. Turgut, E.T.et. al.: Fuel flow analysis for the cruise phase of commercial aircraft on domestic routes. Aerosp. Sci. Technol. 37, 1–9 (2014)

3. Stolzer, A.J.: Fuel consumption modeling of a transport category aircraft: A flight operations quality assurance analysis. J. Air Transp. 8(2) (2003)

4. Li, G.: Machine learning in fuel consumption prediction of aircraft. In: 9th IEEE International Conference on Cognitive Informatics (ICCI), Beijing, pp. 358–363 (2010)

5. Baumann, S.: Using machine learning for data-based assessing of the aircraft fuel economy. In: 2019 IEEE Aerospace Conference, pp. 1–13 (2019)

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