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Updated: Sep 14, 2025

A Rapid Method for Modeling a Variable Cycle Engine
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A Rapid Method for Modeling a Variable Cycle Engine

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一种基于深度学习的预测方法,用于预测风扇发动机退化和剩余的使用寿命

Samiha M Elsherif1, Bassel Hafiz2, M A Makhlouf2

  • 1Information Systems Department, Faculty of Computers and Informatics, Suez Canal University, Ismailia, 41522, Egypt. Samiha_ahmed@ci.suez.edu.eg.

Scientific reports
|July 19, 2025
PubMed
概括

预测轮风扇发动机剩余使用寿命 (RUL) 对航空安全至关重要. 一个新的混合深度学习模型,CAELSTM,显著提高了RUL预测的准确性,增强了预后和健康管理系统.

关键词:
在C-MAPSSS中,使用C-MAPSS.在美国,CNN是CNN.这是LSTM的LSTM.预测 预测 预测 预测 预测剩余的使用寿命预测.

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