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Virtual sample generation for model-based prognostics and health management of on-board high-speed train control system

Jiang Liu Baigen Cai Jinlan Wang Jian Wang

高速铁路(英文)2023,Vol.1Issue(3):153-161,9.
高速铁路(英文)2023,Vol.1Issue(3):153-161,9.DOI:10.1016/j.hspr.2023.08.003

Virtual sample generation for model-based prognostics and health management of on-board high-speed train control system

Virtual sample generation for model-based prognostics and health management of on-board high-speed train control system

Jiang Liu 1Baigen Cai 2Jinlan Wang 3Jian Wang1

作者信息

  • 1. School of Electronic and Information Engineering,Beijing Jiaotong University,Beijing 100044,China||Frontiers Science Center for Smart High-speed Railway System,Beijing Jiaotong University,Beijing 100044,China
  • 2. School of Computer and Information Technology,Beijing Jiaotong University,Beijing 100044,China
  • 3. Guangzhou Railway Polytechnic,Guangzhou 511300,China
  • 折叠

摘要

关键词

High-speed railway/Prognostics and health management/Train control/Virtual sample/Generative adversarial network

Key words

High-speed railway/Prognostics and health management/Train control/Virtual sample/Generative adversarial network

引用本文复制引用

Jiang Liu,Baigen Cai,Jinlan Wang,Jian Wang..Virtual sample generation for model-based prognostics and health management of on-board high-speed train control system[J].高速铁路(英文),2023,1(3):153-161,9.

基金项目

This research was supported by National Natural Science Foundation of China(U2268206,T2222015),Beijing Natural Science Foundation(4232031),Key Fields Project of DEGP(2021ZDZX1110),and Shenzhen Science and Technology Program(CJGJZD20220517141801004). (U2268206,T2222015)

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