A novel wasserstein autoencoder-enhanced thermo-mechanical coupled reduced-order model for high pressure turbine blades life monitoring

To facilitate effective assessment of loads (e.g., temperature and stress) and life management of high-pressure turbine (HPT) blades, a wasserstein autoencoder (WAE)-enhanced thermodynamically coupled reduced-order model (ROM) is proposed in this paper. The advanced ROM for the nonlinear thermomecha...

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Bibliographic Details

Published in:	Engineering applications of artificial intelligence Vol. 152; p. 110819
Main Authors:	Wang, Rongqiao, Chen, Ruoqi, Zhao, Yan, Shen, Tianbao, Chen, Gaoxiang, Hu, Dianyin, Jiang, Zhimin, Wang, Xuemin
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 15.07.2025
Subjects:	High-pressure turbine blade Lifetime monitoring Loading calculation Reduced order model Wasserstein autoencoder Wasserstein autoencoder Loading calculation High-pressure turbine blade Lifetime monitoring Reduced order model
ISSN:	0952-1976
Online Access:	Get full text
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