Intelligent Locomotive Decision Support System Structure Development and Operation Quality Assessment

O. Gorobchenko, Oleksiy Fomin, I. Gritsuk, Victoria Saravas, Y. Grytsuk, M. Bulgakov, M. Volodarets, Dmitriy Zinchenko
{"title":"Intelligent Locomotive Decision Support System Structure Development and Operation Quality Assessment","authors":"O. Gorobchenko, Oleksiy Fomin, I. Gritsuk, Victoria Saravas, Y. Grytsuk, M. Bulgakov, M. Volodarets, Dmitriy Zinchenko","doi":"10.1109/IEPS.2018.8559487","DOIUrl":null,"url":null,"abstract":"The design stages have been developed and the structure of the locomotive decision support system, which incorporates the features of the railway transport operation has been obtained. To take into account not only quantitative, but also qualitative characteristics of the locomotive driver or intellectual decision support system, it is proposed to use fuzzy logic methods. Hence it was possible to determine and calculate the additive quality criterion of the intellectual system controlling activity. The results of the work make it possible to model the activity of the locomotive brigade more qualitatively, which in the future will serve as the basis for the development of autonomous intelligent locomotive control systems. The developed method is given for three main criteria of work considering safety, energy consumption and implementation of the traffic schedule. However, for a more flexible and accurate modelling, this approach allows the introduction of additional criteria, and the simplicity of calculation provides the necessary speed when implemented on the on-board locomotive computers.","PeriodicalId":340150,"journal":{"name":"2018 IEEE 3rd International Conference on Intelligent Energy and Power Systems (IEPS)","volume":"162 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 3rd International Conference on Intelligent Energy and Power Systems (IEPS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IEPS.2018.8559487","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8

Abstract

The design stages have been developed and the structure of the locomotive decision support system, which incorporates the features of the railway transport operation has been obtained. To take into account not only quantitative, but also qualitative characteristics of the locomotive driver or intellectual decision support system, it is proposed to use fuzzy logic methods. Hence it was possible to determine and calculate the additive quality criterion of the intellectual system controlling activity. The results of the work make it possible to model the activity of the locomotive brigade more qualitatively, which in the future will serve as the basis for the development of autonomous intelligent locomotive control systems. The developed method is given for three main criteria of work considering safety, energy consumption and implementation of the traffic schedule. However, for a more flexible and accurate modelling, this approach allows the introduction of additional criteria, and the simplicity of calculation provides the necessary speed when implemented on the on-board locomotive computers.
智能机车决策支持系统结构开发与运行质量评价
开发了机车决策支持系统的设计阶段,得到了结合铁路运输业务特点的机车决策支持系统的结构。为兼顾机车驾驶员或智能决策支持系统的定量和定性特点,提出了模糊逻辑方法。从而可以确定和计算控制活动的智能系统的附加质量标准。本文的研究成果为机车大队活动的定性建模提供了可能,为今后自主智能机车控制系统的开发奠定了基础。针对安全、能耗和交通调度的实施三个主要工作标准,给出了该方法。然而,为了更灵活和准确的建模,这种方法允许引入额外的标准,并且计算的简单性提供了在车载机车计算机上实施时所需的速度。
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