The Development of a New Smart Evacuation Modeling Technique for Underground Mines Using Mathematical Programming

Mining Pub Date : 2024-02-23 DOI:10.3390/mining4010008
Richard Meij, M. S. Shishvan, J. Sattarvand
{"title":"The Development of a New Smart Evacuation Modeling Technique for Underground Mines Using Mathematical Programming","authors":"Richard Meij, M. S. Shishvan, J. Sattarvand","doi":"10.3390/mining4010008","DOIUrl":null,"url":null,"abstract":"Navigating miners during an evacuation using smart evacuation technology can significantly decrease the evacuation time of an underground mine in case of emergency hazards. This paper presents a mathematical programming model to calculate the most efficient escape path for miners as a critical component of smart evacuation technology. In this model, the total evacuation distance of the crew is minimized and scenarios with blocked pathways and stamina categories for the miners are simulated. The findings revealed that all the tested scenarios were technically feasible. Using the feature that filters out blocked pathways has no downsides as safer routes are calculated and there is no penalty in the computation time. This paper also discusses the social and technical issues that must be resolved before the algorithm can be implemented as an actual escape solution.","PeriodicalId":504331,"journal":{"name":"Mining","volume":"35 5","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Mining","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/mining4010008","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

Navigating miners during an evacuation using smart evacuation technology can significantly decrease the evacuation time of an underground mine in case of emergency hazards. This paper presents a mathematical programming model to calculate the most efficient escape path for miners as a critical component of smart evacuation technology. In this model, the total evacuation distance of the crew is minimized and scenarios with blocked pathways and stamina categories for the miners are simulated. The findings revealed that all the tested scenarios were technically feasible. Using the feature that filters out blocked pathways has no downsides as safer routes are calculated and there is no penalty in the computation time. This paper also discusses the social and technical issues that must be resolved before the algorithm can be implemented as an actual escape solution.
利用数学程序设计开发新的地下矿井智能撤离建模技术
使用智能撤离技术为撤离过程中的矿工导航,可在发生紧急危险时大大缩短地下矿井的撤离时间。本文提出了一个数学编程模型,用于计算矿工最有效的逃生路径,这是智能疏散技术的一个重要组成部分。在该模型中,矿工的总撤离距离被最小化,并模拟了路径受阻和矿工体力分类的情况。研究结果表明,所有测试场景在技术上都是可行的。使用过滤掉堵塞路径的功能没有任何缺点,因为会计算出更安全的路线,而且在计算时间上也没有任何损失。本文还讨论了在将该算法作为实际逃生解决方案实施之前必须解决的社会和技术问题。
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
CiteScore
2.80
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