Exhaust Gas Temperature Prediction of Aero-Engine via Enhanced Scale-Aware Efficient Transformer

Exhaust Gas Temperature Prediction of Aero-Engine via Enhanced Scale-Aware Efficient Transformer

This research introduces the Enhanced Scale-Aware efficient Transformer (ESAE-Transformer), a novel and advanced model dedicated to predicting Exhaust Gas Temperature (EGT). The ESAE-Transformer merges the Multi-Head ProbSparse Attention mechanism with the established Transformer architecture, signi...

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Bibliographic Details
Main Authors: Sijie Liu, Nan Zhou, Chenchen Song, Geng Chen, Yafeng Wu
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Aerospace
Subjects:
exhaust gas temperature prediction
ESAE-Transformer
Multi-Scale Feature Aggregation
Online Access:https://www.mdpi.com/2226-4310/11/2/138

Internet

https://www.mdpi.com/2226-4310/11/2/138

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