Enhancing Radiological Emergency Response Through Agent-Based Model Case 2: Time Required for Staff Assemble

IF 2.9 4区 工程技术 Q2 CHEMISTRY, MULTIDISCIPLINARY
Geon Kim, Jinkyun Park, Gyunyoung Heo
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引用次数: 0

Abstract

As society becomes more complex, the importance of quick and effective emergency response systems gets more emphasized. This paper introduces a way to reduce the time it takes for emergency staff assembly to be handled during radioactive accidents, which is one of significant factors to manage early stage situations. Using a type of computer modeling called agent-based modeling (ABM) on the NetLogo software, we examine how emergency responses are carried out, focusing on how emergency staff assembly workers are sent out and how they work together in a simulated setting. By integrating traffic and path-finding models, along with real-world GIS (Geographic Information System) data, our methodology allows for more realistic evaluation of response times under various scenarios, including harsh weather conditions (e.g., Heavy snow) and infrastructural disruptions (e.g., Earthquake). The findings reveal significant variability in emergency staff assembly times, underscored by the impact of environmental factors. This research not only contributes to the understanding of emergency response mechanisms but also provides a practical framework for improving the efficacy of disaster management systems, thereby enhancing public safety and resilience against future radiological events.

Abstract Image

Abstract Image

通过基于代理的模型加强辐射应急响应 案例 2:工作人员集结所需时间
随着社会变得越来越复杂,快速有效的应急响应系统变得越来越重要。本文介绍了一种缩短放射性事故中应急人员集结所需的时间的方法,这也是管理早期情况的重要因素之一。我们在 NetLogo 软件上使用了一种称为基于代理的建模(ABM)的计算机建模,研究了应急响应是如何进行的,重点是应急人员集结人员是如何派出的,以及他们在模拟环境中是如何协同工作的。通过整合交通和寻路模型,以及真实世界的 GIS(地理信息系统)数据,我们的方法可以更真实地评估各种情况下的响应时间,包括恶劣天气条件(如大雪)和基础设施中断(如地震)。研究结果表明,由于环境因素的影响,应急人员的集结时间存在很大差异。这项研究不仅有助于理解应急响应机制,还为提高灾害管理系统的效率提供了一个实用框架,从而增强公众安全和应对未来放射性事件的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Korean Journal of Chemical Engineering
Korean Journal of Chemical Engineering 工程技术-工程:化工
CiteScore
4.60
自引率
11.10%
发文量
310
审稿时长
4.7 months
期刊介绍: The Korean Journal of Chemical Engineering provides a global forum for the dissemination of research in chemical engineering. The Journal publishes significant research results obtained in the Asia-Pacific region, and simultaneously introduces recent technical progress made in other areas of the world to this region. Submitted research papers must be of potential industrial significance and specifically concerned with chemical engineering. The editors will give preference to papers having a clearly stated practical scope and applicability in the areas of chemical engineering, and to those where new theoretical concepts are supported by new experimental details. The Journal also regularly publishes featured reviews on emerging and industrially important subjects of chemical engineering as well as selected papers presented at international conferences on the subjects.
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