Prediction of aircraft performances based on data collected by air traffic control centers
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- 作者：Marko Hrastoveca ; marko.hrastovec@sloveniacontrol.si" class="auth_mail" title="E-mail the corresponding author ; Franc Solinab ; franc.solina@fri.uni-lj.si" class="auth_mail" title="E-mail the corresponding author
- 关键词：Aircraft performances ; Trajectory calculation ; Prediction ; Machine learning
- 刊名：Transportation Research Part C: Emerging Technologies
- 出版年：2016
- 出版时间：December 2016
- 年：2016
- 卷：73
- 期：Complete
- 页码：167-182
- 全文大小：2442 K
文摘
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An alternative way of acquiring input parameters for trajectory calculations is proposed.
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Machine learning tries to predict performances based on recorded similar flights from the past.
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User are often left with default parameters, which are not always the best fit.
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A cheap alternative until planned downlinked trajectory will be in place.