Machine learning evaluation model of pilot workload in a low-visibility environment

Machine learning evaluation model of pilot workload in a low-visibility environment

Abstract To analyze the variation trend of pilots’ workload in a low-visibility flight environment and then put forward a scientific evaluation method, this study set up an experimental platform using an E01-pro simulated flight platform and a PhysioPlux multipurpose physiological index tester. The...

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Bibliographic Details
Main Authors: Yuansheng Wang, Xinyao Guo, Shaoshuai Guo, Fang Jiang, Zhuping Liang, Le Peng, Yi Chai
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Machine learning
Civil pilots
Low visibility
Workload
ECG signal
Online Access:https://doi.org/10.1038/s41598-025-05759-7
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https://doi.org/10.1038/s41598-025-05759-7

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