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Study on life prediction method for rail vehicle critical components based on deep learning models and track load spectra

Haitao Hu Quanwei Che Weihua Wang Xiaojun Wang Ziming Wang

High-Speed Railway2026，Vol.4Issue(1)：P.10-20,11.

High-Speed Railway2026，Vol.4Issue(1)：P.10-20,11.DOI:10.1016/j.hspr.2025.09.006

Study on life prediction method for rail vehicle critical components based on deep learning models and track load spectra

Haitao Hu ¹Quanwei Che ¹Weihua Wang ¹Xiaojun Wang ¹Ziming Wang¹

作者信息

1. CRRC Qingdao Sifang Co.,Ltd.,Qingdao 266111,China
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摘要

关键词

Railway vehicle/Deep learning/Neural network/Life prediction/Vibration fatigue

分类

交通工程

引用本文复制引用

Haitao Hu,Quanwei Che,Weihua Wang,Xiaojun Wang,Ziming Wang..Study on life prediction method for rail vehicle critical components based on deep learning models and track load spectra[J].High-Speed Railway,2026,4(1):P.10-20,11.

基金项目

supported by the CRRC Original Technology TenYear Cultivation Program(Grant No.2022CYY007)。（Grant No.2022CYY007）

High-Speed Railway

ISSN：2097-3446

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