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

作者：Haitao Hu;Quanwei Che;Weihua Wang;Xiaojun Wang;Ziming Wang

作者单位：CRRC Qingdao Sifang Co.,Ltd.,Qingdao 266111,ChinaCRRC Qingdao Sifang Co.,Ltd.,Qingdao 266111,ChinaCRRC Qingdao Sifang Co.,Ltd.,Qingdao 266111,ChinaCRRC Qingdao Sifang Co.,Ltd.,Qingdao 266111,ChinaCRRC Qingdao Sifang Co.,Ltd.,Qingdao 266111,China

中文关键词：Railway vehicleDeep learningNeural networkLife predictionVibration fatigue

英文关键词：Railway vehicleDeep learningNeural networkLife predictionVibration fatigue

刊名：《高速铁路（英文）》 2026 (1)

页码/页数：10-20,11

基金：This work was supported by the CRRC Original Technology Ten-Year Cultivation Program(Grant No.2022CYY007).

DOI：10.1016/j.hspr.2025.09.006