A Two-Stage Attention-Based Hierarchical Transformer for Turbofan Engine Remaining Useful Life Prediction

A Two-Stage Attention-Based Hierarchical Transformer for Turbofan Engine Remaining Useful Life Prediction

The accurate estimation of the remaining useful life (RUL) for aircraft engines is essential for ensuring safety and uninterrupted operations in the aviation industry. Numerous investigations have leveraged the success of the attention-based Transformer architecture in sequence modeling tasks, parti...

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Bibliographic Details
Main Authors:	Zhengyang Fan, Wanru Li, Kuo-Chu Chang
Format:	Article
Language:	English
Published:	MDPI AG 2024-01-01
Series:	Sensors
Subjects:	two-stage attention multiscale transformer remaining useful life prediction turbofan aircraft engine
Online Access:	https://www.mdpi.com/1424-8220/24/3/824

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