铁道工程科学（英文）2025，Vol.33Issue(4)：642-683,42.DOI:10.1007/s40534-025-00396-2
GAN-based data augmentation of time series for fault diagnosis in railway track
GAN-based data augmentation of time series for fault diagnosis in railway track
摘要
关键词
Data augmentation/Time series/Generative adversarial networks/Fault diagnosis/Predictive maintenance/Railway systemsKey words
Data augmentation/Time series/Generative adversarial networks/Fault diagnosis/Predictive maintenance/Railway systems引用本文复制引用
Héctor A.Fernández-Bobadilla,Yahya Bouchikhi,Ullrich Martin..GAN-based data augmentation of time series for fault diagnosis in railway track[J].铁道工程科学（英文）,2025,33(4):642-683,42.基金项目
This work was supported by the German Research Foundation(DFG)under the project"Efficient Sensor-Based Condition Monitoring Methodology for the Detection and Localization of Faults on the Railway Track(ConMoRAIL)",Grant No.515687155. （DFG）
