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Updated: Jul 18, 2025

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先进的飞机发动机RUL预测:一个可解释的整合方法的特征工程和聚合特征的重要性

Yazan Alomari1, Mátyás Andó2, Marcia L Baptista3

  • 1Faculty of Informatics, Institute of Computer Science, ELTE Eötvös Loránd University, Budapest, Hungary. yazan@inf.elte.hu.

Scientific reports
|August 18, 2023
PubMed
概括

本研究引入了一种新的方法,用于预测飞机发动机剩余使用寿命 (RUL),使用交叉验证的聚合特征重要性 (AFICv). AFICv技术提高了RUL预测的准确性和可解释性,使用更少的功能.

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