An Unsupervised Learning Approach for Analyzing Unsafe Pilot Operations Based on Flight Data

An Unsupervised Learning Approach for Analyzing Unsafe Pilot Operations Based on Flight Data

Flight safety is a hot topic in the aviation industry. Statistics show that safety incidents during landing are closely related to the flare phase because this critical period requires extensive pilot operations. Many airlines require that pilots should avoid performing any forward stick inputs duri...

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Bibliographic Details
Main Authors: Xiuyi Li, Yu Qian, Hongnian Chen, Linjiang Zheng, Qixing Wang, Jiaxing Shang
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Applied Sciences
Subjects:
aviation safety
flight data
unsupervised learning
pilot operation
QAR
K-means clustering
Online Access:https://www.mdpi.com/2076-3417/12/24/12789

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