Recent Advances in Artificial Intelligence for Improving Railway Operations

Vasil Vatakov, E. Pencheva, E. Dimitrova
{"title":"Recent Advances in Artificial Intelligence for Improving Railway Operations","authors":"Vasil Vatakov, E. Pencheva, E. Dimitrova","doi":"10.1109/TELECOM56127.2022.10017265","DOIUrl":null,"url":null,"abstract":"Artificial Intelligence (AI) technologies play an important role in digitalizing railway industry. The AI based solutions can improve railway operation and maintenance, increase safety, and contribute to environment protection. The paper considers Internet of Things and Digital twin technologies as key enablers for deployment of AI in the railway sector. The paper discusses capabilities of AI for intelligent planning, management and maintenance of railway systems and describes recent scenarios for deployment of intelligence at the edge of private mobile railway networks.","PeriodicalId":359231,"journal":{"name":"2022 30th National Conference with International Participation (TELECOM)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 30th National Conference with International Participation (TELECOM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TELECOM56127.2022.10017265","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Artificial Intelligence (AI) technologies play an important role in digitalizing railway industry. The AI based solutions can improve railway operation and maintenance, increase safety, and contribute to environment protection. The paper considers Internet of Things and Digital twin technologies as key enablers for deployment of AI in the railway sector. The paper discusses capabilities of AI for intelligent planning, management and maintenance of railway systems and describes recent scenarios for deployment of intelligence at the edge of private mobile railway networks.
人工智能改善铁路运营的最新进展
人工智能技术在铁路数字化建设中发挥着重要作用。基于人工智能的解决方案可以改善铁路运营和维护,提高安全性,并有助于环境保护。本文认为物联网和数字孪生技术是在铁路部门部署人工智能的关键推动因素。本文讨论了人工智能在铁路系统智能规划、管理和维护方面的能力,并描述了在专用移动铁路网络边缘部署智能的最新场景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信