A Lightweight Transformer Edge Intelligence Model for RUL Prediction Classification

Remaining Useful Life (RUL) prediction is a crucial task in predictive maintenance. Currently, gated recurrent networks, hybrid models, and attention-enhanced models used for predictive maintenance face the challenge of balancing prediction accuracy and model lightweighting when extracting complex d...

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Bibliographic Details
Main Authors: Lilu Wang, Yongqi Li, Haiyuan Liu, Taihui Liu
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/25/13/4224
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