基于线性规划优化技术的铁路信号系统自动化人机界面设计

IF 2.3 Q3 TRANSPORTATION
Michał Grzybowski , Jakub Młyńczak , Lucyna Sokołowska , Szymon Surma , Michał Matowicki
{"title":"基于线性规划优化技术的铁路信号系统自动化人机界面设计","authors":"Michał Grzybowski ,&nbsp;Jakub Młyńczak ,&nbsp;Lucyna Sokołowska ,&nbsp;Szymon Surma ,&nbsp;Michał Matowicki","doi":"10.1016/j.jrtpm.2026.100568","DOIUrl":null,"url":null,"abstract":"<div><div>Railways play a critical role in the modern transportation system, with infrastructure increasingly shifting towards computer-based signalling systems to enhance operational efficiency and safety. As part of this evolution, the design and visualization of the man-machine interface (MMI) in these systems become essential, since it serves as a key tool for human operators, such as dispatchers, to monitor and control railway traffic. While these computer-based schematics offer improved information density and user interaction, they also impose a significant design workload. Incorrectly designed schematics can lead to operator errors, potentially jeopardizing safety. Hence, high-quality design is imperative. This paper introduces a novel approach aimed at automating the process of railway schematic design by employing mathematical optimization, specifically through integer linear programming (ILP). The central challenge of schematic layout design is framed as a mathematical modelling problem, where the placement of elements such as signals, points, and track circuits is optimized under a set of constraints. The proposed method automates the placement of these elements while allowing for fine-tuned manual control, ensuring the legibility and ergonomics of the final output. By formalizing the layout problem as an ILP, this approach ensures an efficient and structured solution process, taking into account both the technical constraints of the railway system and the human factors that influence operator decision-making. The method’s effectiveness is demonstrated through the development of software capable of generating high-quality railway schematics with minimal manual intervention. The results highlight the potential of mathematical modelling techniques, particularly ILP, in automating complex design tasks while maintaining a high standard of usability and safety. This contribution not only reduces the workload for designers but also improves the overall quality and reliability of railway control systems.</div></div>","PeriodicalId":51821,"journal":{"name":"Journal of Rail Transport Planning & Management","volume":"37 ","pages":"Article 100568"},"PeriodicalIF":2.3000,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Automation of railway signalling system man machine interface design using linear programming optimization technique\",\"authors\":\"Michał Grzybowski ,&nbsp;Jakub Młyńczak ,&nbsp;Lucyna Sokołowska ,&nbsp;Szymon Surma ,&nbsp;Michał Matowicki\",\"doi\":\"10.1016/j.jrtpm.2026.100568\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Railways play a critical role in the modern transportation system, with infrastructure increasingly shifting towards computer-based signalling systems to enhance operational efficiency and safety. As part of this evolution, the design and visualization of the man-machine interface (MMI) in these systems become essential, since it serves as a key tool for human operators, such as dispatchers, to monitor and control railway traffic. While these computer-based schematics offer improved information density and user interaction, they also impose a significant design workload. Incorrectly designed schematics can lead to operator errors, potentially jeopardizing safety. Hence, high-quality design is imperative. This paper introduces a novel approach aimed at automating the process of railway schematic design by employing mathematical optimization, specifically through integer linear programming (ILP). The central challenge of schematic layout design is framed as a mathematical modelling problem, where the placement of elements such as signals, points, and track circuits is optimized under a set of constraints. The proposed method automates the placement of these elements while allowing for fine-tuned manual control, ensuring the legibility and ergonomics of the final output. By formalizing the layout problem as an ILP, this approach ensures an efficient and structured solution process, taking into account both the technical constraints of the railway system and the human factors that influence operator decision-making. The method’s effectiveness is demonstrated through the development of software capable of generating high-quality railway schematics with minimal manual intervention. The results highlight the potential of mathematical modelling techniques, particularly ILP, in automating complex design tasks while maintaining a high standard of usability and safety. This contribution not only reduces the workload for designers but also improves the overall quality and reliability of railway control systems.</div></div>\",\"PeriodicalId\":51821,\"journal\":{\"name\":\"Journal of Rail Transport Planning & Management\",\"volume\":\"37 \",\"pages\":\"Article 100568\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2026-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Rail Transport Planning & Management\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2210970626000028\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2026/2/3 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q3\",\"JCRName\":\"TRANSPORTATION\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Rail Transport Planning & Management","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2210970626000028","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/2/3 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"TRANSPORTATION","Score":null,"Total":0}
引用次数: 0

摘要

铁路在现代交通系统中扮演着至关重要的角色,随着基础设施越来越多地转向基于计算机的信号系统,以提高运营效率和安全性。作为这一演变的一部分,这些系统中人机界面(MMI)的设计和可视化变得至关重要,因为它是调度员等人类操作员监视和控制铁路交通的关键工具。虽然这些基于计算机的原理图提供了改进的信息密度和用户交互,但它们也带来了很大的设计工作量。设计不正确的原理图可能导致操作错误,从而潜在地危及安全。因此,高质量的设计势在必行。本文介绍了一种利用数学优化,特别是整数线性规划(ILP)实现铁路方案设计过程自动化的新方法。原理图布局设计的核心挑战是一个数学建模问题,其中信号、点和轨道电路等元素的放置在一组约束条件下进行优化。所提出的方法可以自动放置这些元素,同时允许微调手动控制,确保最终输出的易读性和人体工程学。通过将布局问题形式化为ILP,该方法确保了高效和结构化的解决过程,同时考虑了铁路系统的技术限制和影响运营商决策的人为因素。该方法的有效性通过开发能够以最少的人工干预生成高质量铁路原理图的软件来证明。结果强调了数学建模技术的潜力,特别是ILP,在自动化复杂设计任务的同时保持高标准的可用性和安全性。这不仅减少了设计人员的工作量,而且提高了铁路控制系统的整体质量和可靠性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automation of railway signalling system man machine interface design using linear programming optimization technique
Railways play a critical role in the modern transportation system, with infrastructure increasingly shifting towards computer-based signalling systems to enhance operational efficiency and safety. As part of this evolution, the design and visualization of the man-machine interface (MMI) in these systems become essential, since it serves as a key tool for human operators, such as dispatchers, to monitor and control railway traffic. While these computer-based schematics offer improved information density and user interaction, they also impose a significant design workload. Incorrectly designed schematics can lead to operator errors, potentially jeopardizing safety. Hence, high-quality design is imperative. This paper introduces a novel approach aimed at automating the process of railway schematic design by employing mathematical optimization, specifically through integer linear programming (ILP). The central challenge of schematic layout design is framed as a mathematical modelling problem, where the placement of elements such as signals, points, and track circuits is optimized under a set of constraints. The proposed method automates the placement of these elements while allowing for fine-tuned manual control, ensuring the legibility and ergonomics of the final output. By formalizing the layout problem as an ILP, this approach ensures an efficient and structured solution process, taking into account both the technical constraints of the railway system and the human factors that influence operator decision-making. The method’s effectiveness is demonstrated through the development of software capable of generating high-quality railway schematics with minimal manual intervention. The results highlight the potential of mathematical modelling techniques, particularly ILP, in automating complex design tasks while maintaining a high standard of usability and safety. This contribution not only reduces the workload for designers but also improves the overall quality and reliability of railway control systems.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
7.10
自引率
8.10%
发文量
41
×
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:604180095
Book学术官方微信
小红书