High-speed Railway最新文献_第8页

The research on the high strength and anti-arc ablation coatings applied in steel conductive rail 钢轨用高强度抗电弧烧蚀涂层的研究

High-speed Railway Pub Date : 2023-09-01 DOI: 10.1016/j.hspr.2023.08.002

Yihu Ma , Wenbo Yu , Chaosheng Ma , Guozheng Ma

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引用次数: 0

Carbon emissions reduction potentiality for railroad transportation based on life cycle assessment 基于生命周期评价的铁路运输碳减排潜力

High-speed Railway Pub Date : 2023-09-01 DOI: 10.1016/j.hspr.2023.08.004

Yintao Lu, Tongtong Zhang, Shengming Qiu, Xin Liu, Xiaohua Yu, Hong Yao

引用次数: 0

Virtual sample generation for model-based prognostics and health management of on-board high-speed train control system 基于模型的高速列车控制系统预测与健康管理虚拟样本生成

High-speed Railway Pub Date : 2023-09-01 DOI: 10.1016/j.hspr.2023.08.003

Jiang Liu , Baigen Cai , Jinlan Wang , Jian Wang

{"title":"Virtual sample generation for model-based prognostics and health management of on-board high-speed train control system","authors":"Jiang Liu , Baigen Cai , Jinlan Wang , Jian Wang","doi":"10.1016/j.hspr.2023.08.003","DOIUrl":"10.1016/j.hspr.2023.08.003","url":null,"abstract":"<div><p>In view of class imbalance in data-driven modeling for Prognostics and Health Management (PHM), existing classification methods may fail in generating effective fault prediction models for the on-board high-speed train control equipment. A virtual sample generation solution based on Generative Adversarial Network (GAN) is proposed to overcome this shortcoming. Aiming at augmenting the sample classes with the imbalanced data problem, the GAN-based virtual sample generation strategy is embedded into the establishment of fault prediction models. Under the PHM framework of the on-board train control system, the virtual sample generation principle and the detailed procedures are presented. With the enhanced class-balancing mechanism and the designed sample augmentation logic, the PHM scheme of the on-board train control equipment has powerful data condition adaptability and can effectively predict the fault probability and life cycle status. Practical data from a specific type of on-board train control system is employed for the validation of the presented solution. The comparative results indicate that GAN-based sample augmentation is capable of achieving a desirable sample balancing level and enhancing the performance of correspondingly derived fault prediction models for the Condition-based Maintenance (CBM) operations.</p></div>","PeriodicalId":100607,"journal":{"name":"High-speed Railway","volume":"1 3","pages":"Pages 153-161"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2949867823000338/pdfft?md5=6eeea0547e12285cda1b991909520ac0&pid=1-s2.0-S2949867823000338-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85306302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Research on Railway BIM Platform Framework Based on Homemade Graphics Engine 基于自制图形引擎的铁路BIM平台框架研究

High-speed Railway Pub Date : 2023-08-01 DOI: 10.1016/j.hspr.2023.08.001

He Meng, Xu Yang, G. Liang, Changjin Wang

引用次数: 0

The research on the high strength and anti-arc ablation coatings applied in steel conductive rail 钢轨用高强度抗电弧烧蚀涂层的研究

High-speed Railway Pub Date : 2023-08-01 DOI: 10.1016/j.hspr.2023.08.002

Yihu Ma, Wenbo Yu, Chao-li Ma, Guozheng Ma

引用次数: 0

The design and application of BIM + refined management and control platform for the Jingxiong Railway Bridge 京雄铁路桥BIM +精细化管控平台设计与应用

High-speed Railway Pub Date : 2023-07-01 DOI: 10.1016/j.hspr.2023.07.001

Jinghan Zhang, Jiayuan Li, Beisheng Liu, Hui Li, Wei Yang

引用次数: 1

Real-time high-speed train rescheduling based on a Human-Computer Interaction framework 基于人机交互框架的高速列车实时调度

High-speed Railway Pub Date : 2023-06-01 DOI: 10.1016/j.hspr.2023.06.001

Wenhao Zhu , Tao Zhang , Zhipeng Ying , Zhengwen Liao , Xiaojie Luan , Lingyun Meng

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引用次数: 1

Mechanical properties of foamed polyurethane solidified ballasted track 泡沫聚氨酯固化有碴轨道的力学性能

High-speed Railway Pub Date : 2023-06-01 DOI: 10.1016/j.hspr.2023.04.001

Yang Xu, Luchao Qie, Hong Wang, Wenying Yu

引用次数: 0

Research on the intelligent supervision and operation platform of railway real estate 铁路房地产智能监管运营平台研究

High-speed Railway Pub Date : 2023-06-01 DOI: 10.1016/j.hspr.2023.01.003

Xiangru Lv, Hui Li, Beisheng Liu

引用次数: 1

TCP-LTE/5 G Cross-layer performance analysis tool for high mobility data networking and a case study on high-speed railway 面向高移动性数据网络的TCP-LTE/ 5g跨层性能分析工具及高速铁路案例研究

High-speed Railway Pub Date : 2023-06-01 DOI: 10.1016/j.hspr.2023.05.002

Ruihan Li, Yueyang Pan, Xiangtian Ma, Haotian Xu, Chenren Xu

引用次数: 0