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Development of an agent-based indoor evacuation model for local fire risks analysis 基于agent的室内疏散局部火灾风险分析模型的建立
Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2023-03-01 DOI: 10.1016/j.jnlssr.2022.09.006
Rui Feng Cao , Eric Wai Ming Lee , Wei Xie , Dong Li Gao , Qian Chen , Anthony Chun Yin Yuen , Guan Heng Yeoh , Richard-Kwok-Kit Yuen

Evidence suggests that in the event of a fire accident, a certain number of building occupants escape through smoke-filled environments. Consequently, evaluating the corresponding evacuation performance under such life-threatening conditions is important for advancing fire safety analyses. This study aimed to develop a fire-integrated evacuation model to consider the effects of spreading fire hazards (i.e., radiation, temperature, toxic gas, visibility) on evacuees in a room fire evacuation scenario. Furthermore, a novel quantitative approach was introduced to evaluate evacuees’ local fire risks and stress levels according to their egress paths. The escape characteristics at various stages of fire development were studied as well. The results demonstrate that evacuation performance varies considerably depending on the severity of evacuees’ confronted fire hazard conditions, which emphasizes the importance of minimizing the pre-evacuation time in fire evacuation emergencies.

有证据表明,在发生火灾事故时,一定数量的建筑物居住者通过烟雾弥漫的环境逃离。因此,在这种危及生命的情况下评估相应的疏散性能对于推进消防安全分析非常重要。本研究旨在建立一个火灾综合疏散模型,以考虑在房间火灾疏散场景中蔓延的火灾危险(即辐射、温度、有毒气体、能见度)对疏散人员的影响。此外,还引入了一种新的定量方法,根据疏散人员的疏散路径来评估当地的火灾风险和压力水平。研究了火灾发展各阶段的逃生特性。结果表明,疏散人员所面临的火灾危险条件的严重程度不同,疏散绩效差异很大,这强调了在火灾紧急疏散中最小化预疏散时间的重要性。
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引用次数: 2
Volunteer rescue dispatch during the Coronavirus Disease 2019 epidemic: Using the recruitment of volunteers for pneumonia epidemic prevention and control in Chun'an County as an example 2019冠状病毒病疫情期间的志愿救援调度——以淳安县肺炎疫情防控志愿者招募为例
Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2022-12-01 DOI: 10.1016/j.jnlssr.2022.08.001
Liting Chen , Shengqun Chen , Jing Zheng , Jianqing Gao

To solve the problem of volunteer dispatch during the Coronavirus Disease 2019 (COVID-19) epidemic, a many-to-many two-sided matching volunteer dispatch method based on an improved predator-search algorithm is proposed. First, different evaluation index sets for volunteers and rescue tasks were developed, and weightings were determined using the analytic hierarchy process. Subsequently, the actual and expected values of the different indicators of the two parties were determined, and the triangular fuzzy number was used to calculate the satisfaction of the two parties. Based on this number, we used a linear weighting method to calculate the combined satisfaction and build a many-to-many two-sided matching model according to the demands of both parties. Subsequently, an improved predator-search algorithm was used to solve the model. Finally, taking the recruitment of volunteers for pneumonia epidemic prevention and control in Chun'an County as an example, the method proposed in our study was verified. A comparison and analysis of the results further demonstrated the feasibility and advantages of this method.

为解决2019冠状病毒病(COVID-19)疫情期间的志愿者派遣问题,提出了一种基于改进的捕食者搜索算法的多对多双边匹配志愿者派遣方法。首先,针对志愿者和救援任务制定了不同的评价指标集,并运用层次分析法确定了权重;随后,确定双方不同指标的实际值和期望值,并采用三角模糊数计算双方的满意度。在此基础上,采用线性加权法计算组合满意度,并根据双方需求建立多对多的双边匹配模型。随后,采用改进的捕食者搜索算法对模型进行求解。最后,以淳安县肺炎疫情防控志愿者招募为例,对本文提出的方法进行了验证。对比分析结果进一步证明了该方法的可行性和优越性。
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引用次数: 1
Preventive and control system for the life cycle of a pandemic 大流行生命周期的预防和控制系统
Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2022-12-01 DOI: 10.1016/j.jnlssr.2022.06.002
Chenyang Wang, Rui Ba, Ranpeng Wang, Hui Zhang

Herein, a matching method for varied epidemic phase characteristics and appropriate strategies is presented, aiming at the complexities of the novel coronavirus disease 2019 pandemic and the hysteresis of strategies. The classical diffusion dynamic models of the epidemic spread are compared. Furthermore, the Bass diffusion model is selected to study more characteristics of an epidemic, such as the diversities in regional internal and external infection rates. Thereafter, the classical division method vis-à-vis a pandemic life cycle is improved. A specific approach is proposed to portray more detailed characteristics of the pandemic by dividing it into more phases. Next, a four-level epidemic prevention and control measure system is concretized. The applicable phases and strategic effectiveness of each measure are integrated into the different phases of the pandemic life cycle. Finally, the matching method is applied to analyze two cases of the spread of the outbreak in cities and significant events. The findings provide a certain reference for the effectiveness of the matching method in the post-peak epidemic period.

针对2019年新型冠状病毒病大流行的复杂性和策略的滞后性,提出了一种不同流行阶段特征与相应策略的匹配方法。比较了传染病传播的经典扩散动力学模型。此外,选择Bass扩散模型来研究流行病的更多特征,例如区域内和外部感染率的多样性。此后,对-à-vis大流行生命周期的经典划分方法进行了改进。提出了一种具体方法,通过将大流行分为更多阶段来描绘更详细的特征。其次,具体阐述了四级疫情防控措施体系。每项措施的适用阶段和战略效力已纳入大流行生命周期的不同阶段。最后,运用匹配方法对疫情在城市蔓延和重大事件两例进行了分析。研究结果为疫情后高峰期匹配方法的有效性提供了一定的参考。
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引用次数: 0
Rethinking the urban resilience: Extension and connotation 重新思考城市韧性:外延与内涵
Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2022-12-01 DOI: 10.1016/j.jnlssr.2022.08.004
Rui Ba , Chenyang Wang , Luyao Kou , Xiaojing Guo , Hui Zhang

In recent years, urban resilience has attracted increasing attention from researchers and managers from the international community at the national, regional, and urban levels. Numerous multi-dimensional and cross-disciplinary investigations, campaigns, and outlines have significantly promoted the development goal of resilience in cities worldwide. However, the existing definitions and interpretations of urban resilience still call for a more comprehensive, systematic, and exhaustive analysis as urbanization accelerates and the complex risks of various safety events increase. To this end, we rethink the extension and connotation of urban resilience based on a review and analysis of critical hotspots, realistic demand, and development trends. A conceptual classification with three aspects and three typical tiers of urban resilience is proposed, which further promotes a new definition and interpretation by incorporating the resilience extension of urban systems. In addition, the six-dimensional characteristics are extracted to furnish the urban resilience connotation, and four-stage improvement measures are introduced accordingly. In addition, the newly developed urban resilience is applied to a case analysis of a large-scale disaster, which demonstrates the necessity and significance of this study. The new extension and connotation investigation will be helpful for the improvement and implementation of urban resilience, thereby guiding the construction of resilient cities.

近年来,城市弹性问题越来越受到国际社会在国家、区域和城市层面的研究者和管理者的关注。许多多维度和跨学科的调查、活动和纲要极大地促进了世界各地城市韧性的发展目标。然而,随着城市化的加速和各种安全事件的复杂风险的增加,现有的城市韧性定义和解释仍然需要更全面、系统和详尽的分析。为此,我们在回顾和分析城市韧性的关键热点、现实需求和发展趋势的基础上,重新思考城市韧性的外延和内涵。提出了城市弹性的三个方面和三个典型层次的概念分类,通过纳入城市系统弹性的延伸,进一步推动了新的定义和解释。此外,提取了城市韧性的六维特征,提供了城市韧性的内涵,并提出了相应的四阶段提升措施。此外,将新建立的城市韧性理论应用于大规模灾害的案例分析,说明了本研究的必要性和意义。新的外延和内涵研究将有助于城市韧性的提升和实施,从而指导韧性城市的建设。
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引用次数: 2
Seismic fragility assessment of load‐bearing soft‐brick unreinforced masonry piers 承重软砖无加固砌体桥墩的地震易损性评价
Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2022-12-01 DOI: 10.1016/j.jnlssr.2022.05.001
Jayaprakash Vemuri , Tariq Anwar , KVL Subramaniam

Unreinforced masonry (URM) made with soft bricks comprises a large percentage of the building stock in developing countries. However, the poor performance of URM piers during earthquakes has led to renewed interest in understanding their behavior under lateral loads. Little experimental data is available on the seismic response, analysis, and design of URMs made of soft bricks. In this study, the micro-modeling technique is used to simulate the in-plane behavior of load-bearing, soft-brick URM piers. The parameters required in the constitutive models are obtained from material tests and used to develop a calibrated numerical model of the URM piers. Piers with various aspect ratios subjected to various axial stresses are numerically modeled to obtain monotonic and cyclic responses, and their critical displacement limit states are identified. Changes in the failure modes of masonry piers with variations in the aspect ratio and axial stress are established. Load-bearing piers exhibit three distinct failure modes: bed sliding, diagonal shear cracking, and flexure, depending on the aspect ratio and axial stress. The seismic fragility of each pier failure type is examined using nonlinear time history analyses. The results show that bed-sliding piers collapse at extremely low PGA levels. Piers failing through diagonal shear cracking also fail at low PGA levels. Flexural piers can resist seismic forces up to a slightly higher PGA level and thus are the last to collapse. The results also indicate that the effect of uncertainty in ground motions is more significant than the effect of variability in the masonry pier capacities.

在发展中国家,由软砖制成的无加固砌体(URM)占建筑存量的很大比例。然而,URM桥墩在地震中的不良性能引起了人们对其在横向荷载作用下的行为的重新关注。关于软砖砌体的地震反应、分析和设计的实验数据很少。在本研究中,采用微建模技术模拟了承重软砖URM桥墩的面内行为。本构模型所需的参数是从材料试验中获得的,并用于开发URM桥墩的校准数值模型。对不同宽高比桥墩在不同轴向应力作用下的单调和循环响应进行了数值模拟,并确定了桥墩的临界位移极限状态。建立了砌体桥墩破坏模式随纵横比和轴向应力变化的变化规律。根据纵横比和轴向应力的不同,承重桥墩表现出三种不同的破坏模式:河床滑动、斜向剪切开裂和弯曲。采用非线性时程分析方法研究了各桥墩破坏类型的地震易损性。结果表明,在极低的PGA水平下,滑床墩发生垮塌。桥墩在低PGA水平下也会发生斜剪开裂破坏。弯曲桥墩可以抵抗地震力达到略高的PGA水平,因此是最后倒塌的。结果还表明,地震动不确定性的影响比桥墩承载力变异性的影响更为显著。
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引用次数: 1
A hybrid framework to analyze crisis management system maturity in sociotechnical systems 分析社会技术系统中危机管理系统成熟度的混合框架
Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2022-12-01 DOI: 10.1016/j.jnlssr.2022.06.003
Kamran Gholamizadeh , Esmaeil Zarei , Saman Poursiahbidi , Omid Kalatpour

In recent decades, numerous catastrophic accidents have occurred worldwide, ranging from natural events (such as tsunamis, flooding, and earthquakes) to industrial events (such as mining and chemical process disasters). They endanger humans, the environment, organizations, and societies, as well as national security. However, there have been few attempts to propose a model for assessing the required capabilities and potential challenges in crisis management system maturity (CMSM). Accordingly, this study proposes a framework for measuring CMSM levels in complex systems. To this end, a CMSM taxonomy was developed, including aspects, dimensions, and factors influencing the CMSM. Fuzzy inference sets and fuzzy analytical hierarchy processes are then used for knowledge acquisition, quantification of the CMSM, and dealing with epistemic uncertainty. An actual complex petrochemical plant is investigated to evaluate its capabilities. The findings revealed the most significant contributing factors: the CMSM’s current capability and challenges level (score), as well as the capacity to overcome the potential crisis response challenges. Moreover, the proposed model can be used as a practical approach for various chemical-processing plants.

近几十年来,世界范围内发生了许多灾难性事故,从自然事件(如海啸、洪水和地震)到工业事件(如采矿和化学过程灾难)。它们危害人类、环境、组织和社会,以及国家安全。然而,很少有人尝试提出一个模型来评估危机管理系统成熟度(CMSM)中所需的能力和潜在的挑战。因此,本研究提出了一个测量复杂系统中CMSM水平的框架。为此,开发了CMSM分类,包括影响CMSM的方面、维度和因素。然后利用模糊推理集和模糊层次分析法进行知识获取、CMSM量化和认知不确定性处理。对一个实际的复杂石化装置进行了调查,以评价其性能。调查结果揭示了最重要的影响因素:CMSM当前的能力和挑战水平(得分),以及克服潜在危机应对挑战的能力。此外,所提出的模型可以作为一种实用的方法用于各种化学加工厂。
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引用次数: 2
Optimizing Response Strategies of Healthcare System in a Large-scale Disaster 大规模灾害中医疗系统响应策略的优化
Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2022-12-01 DOI: 10.1016/j.jnlssr.2022.06.001
Fredy Tantri PhD , Sulfikar Amir PhD

Urban infrastructures are invariably constituted by social and technical components whose capacity to withstand crisis is determined by the resilience of their sociotechnical structures. This study aims to apply the principles of sociotechnical resilience in modeling and simulating disaster response in urban areas. Drawing on a case study of Jakarta, Indonesia, our study focuses on the role of hospitals as part of healthcare infrastructure in response to a large-scale disaster. Each hospital is modeled as a coordinated location with a certain amount of resources, primarily in terms of medical staff. We perform sensitivity analysis through Monte Carlo simulations to observe the impacts of various response strategies, disaster severity, and communication duration on system resilience. The results show that centralized systems are generally more suitable for dealing with low disaster severity, while the decentralized strategy performs better during a disaster with worse impacts. Additionally, the time taken for communication and coordination can significantly affect the performance of centralized systems. By simulating various scenarios, parameters, and recovery protocols, the model we developed can help policymakers, city planners, and other stakeholders design proper response strategies suitable to their structural conditions and available resources during a large-scale disaster in urban cities.

城市基础设施总是由社会和技术组成部分组成,其抵御危机的能力取决于其社会技术结构的弹性。本研究旨在将社会技术弹性原理应用于城市地区灾害响应的建模和模拟。通过对印度尼西亚雅加达的案例研究,我们的研究侧重于医院作为医疗基础设施的一部分在应对大规模灾害中的作用。每个医院都被建模为具有一定数量资源(主要是医务人员)的协调位置。我们通过蒙特卡罗模拟进行敏感性分析,观察各种响应策略、灾害严重程度和通信持续时间对系统弹性的影响。结果表明,集中式系统一般更适合于应对灾害严重程度较低的情况,而分散策略在影响较严重的灾害中表现更好。此外,用于通信和协调的时间会显著影响集中式系统的性能。通过模拟各种场景、参数和恢复协议,我们开发的模型可以帮助政策制定者、城市规划者和其他利益相关者在城市发生大规模灾害时设计适合其结构条件和可用资源的适当响应策略。
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引用次数: 0
Risk perception and safety analysis on petroleum production system of three gas fields in Bangladesh 孟加拉国三个天然气田采油系统风险感知与安全分析
Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2022-12-01 DOI: 10.1016/j.jnlssr.2022.08.003
Md. Numan Hossain, M. Farhad Howladar

Accidents are common in the petroleum industry. The risk of accidents can be easily minimized by understanding the harm early in the production system. This study presents a perception-based risk and safety analysis of petroleum production systems. Data were collected from three fields operated by Sylhet Gas Fields Limited in Bangladesh. The Statistical Package for the Social Sciences (SPSS) software was used to analyze the data. The results were then subjected to a frequency analysis, an analysis of variance (ANOVA), and a reliability analysis. The frequency analysis indicated the overall safety situation, and the ANOVA models and reliability analysis substantiated the results. A chi-squared test indicated the association between the datasets. The outcomes of the risk matrix indicated various risk levels, such as low, moderate, and high. According to the implicit risks, necessary measures were recommended for the industry's future.

事故在石油工业中很常见。通过在生产系统的早期了解危害,可以很容易地将事故的风险降到最低。本文提出了一种基于感知的石油生产系统风险与安全分析方法。数据收集自孟加拉国Sylhet气田有限公司运营的三个油田。采用SPSS (Statistical Package for The Social Sciences)软件进行数据分析。然后对结果进行频率分析、方差分析(ANOVA)和可靠性分析。频率分析表明总体安全状况,方差分析模型和信度分析证实了结果。卡方检验表明数据集之间存在关联。风险矩阵的结果显示了不同的风险水平,如低、中、高。根据隐含风险,提出了行业未来发展的必要措施。
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引用次数: 2
Investigating the impact of the COVID-19 pandemic on crime incidents number in different cities 调查新冠肺炎疫情对不同城市犯罪事件数量的影响
Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2022-12-01 DOI: 10.1016/j.jnlssr.2021.10.008
Miaomiao Hou, Zhaolong Zeng, Xiaofeng Hu, Jinming Hu

The COVID-19 pandemic is strongly affecting many aspects of human life and society around the world. To investigate whether this pandemic also influences crime, the differences in crime incidents numbers before and during the pandemic in four large cities (namely Washington DC, Chicago, New York City and Los Angeles) are investigated. Moreover, the Granger causal relationships between crime incident numbers and new cases of COVID-19 are also examined. Based on that, new cases of COVID-19 with significant Granger causal correlations are used to improve the crime prediction performance. The results show that crime is generally impacted by the COVID-19 pandemic, but it varies in different cities and with different crime types. Most types of crimes have seen fewer incidents numbers during the pandemic than before. Several Granger causal correlations are found between the COVID-19 cases and crime incidents in these cities. More specifically, crime incidents numbers of theft in Washington DC, Chicago and New York City, fraud in Washington DC and Los Angeles, assault in Chicago and New York City, and robbery in Los Angeles and New York City, are significantly Granger caused by the new case of COVID-19. These results may be partially explained by the Routine Activity theory and Opportunity theory that people may prefer to stay at home to avoid being infected with COVID-19 during the pandemic, giving fewer chances for crimes. In addition, involving new cases of COVID-19 as a variable can slightly improve the performance of crime prediction in terms of some specific types of crime. This study is expected to obtain deeper insights into the relationships between the pandemic and crime in different cities, and to provide new attempts for crime prediction during the pandemic.

2019冠状病毒病大流行正在严重影响世界各地人类生活和社会的许多方面。为了调查这次大流行是否也影响犯罪,我们调查了四个大城市(即华盛顿特区、芝加哥、纽约市和洛杉矶)在大流行之前和期间犯罪事件数量的差异。此外,还检验了犯罪事件数量与新冠肺炎病例之间的格兰杰因果关系。在此基础上,利用具有显著格兰杰因果关系的COVID-19新发病例来提高犯罪预测性能。结果表明,犯罪总体上受到COVID-19大流行的影响,但不同城市和不同犯罪类型的影响有所不同。在大流行期间,大多数类型的犯罪事件数量都比以前少。这些城市的新冠肺炎病例与犯罪事件之间存在格兰杰因果关系。具体而言,华盛顿特区、芝加哥特区和纽约的盗窃、华盛顿特区和洛杉矶的欺诈、芝加哥和纽约的袭击、洛杉矶和纽约的抢劫等犯罪事件数量都是由新冠肺炎病例显著格兰杰引起的。这些结果可能部分解释为常规活动理论和机会理论,即在大流行期间,人们可能更愿意呆在家里,以避免感染COVID-19,从而减少了犯罪的机会。此外,将新发COVID-19病例作为一个变量,可以在某些特定类型的犯罪方面略微提高犯罪预测的性能。该研究有望更深入地了解大流行与不同城市犯罪之间的关系,并为大流行期间的犯罪预测提供新的尝试。
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引用次数: 10
Atmospheric dispersion of chemical, biological, and radiological hazardous pollutants: Informing risk assessment for public safety 化学、生物和放射性有害污染物的大气扩散:为公共安全提供风险评估信息
Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2022-12-01 DOI: 10.1016/j.jnlssr.2022.09.001
Xiaole Zhang , Jing Wang

Modern society is confronted with emerging threats from chemical, biological, and radiological (CBR) hazardous substances, which are intensively utilized in the chemical, medical, and energy industries. The atmospheric dispersion of released CBR hazardous pollutants can influence a large percentage of the population owing to their rapid process with extensive spatial coverage. It is important to comprehensively understand the behaviors of the released CBR pollutants in the atmosphere to fully evaluate the risks and protect public safety. In this study, we reviewed the advancements in the atmospheric transport of CBR pollutants, including the urban atmospheric boundary layer, unique concepts, and models for CBR pollutants. We underlined the development of innovative methodologies (e.g., inverse estimation and data assimilation methods) for the atmospheric transport of accidentally released CBR pollutants to reduce uncertainties in emissions and accumulated errors during dispersion by combining numerical models with monitoring data. Finally, we introduced progress in quantitative risk assessment, including exposure assessment and dose-response relationships for CBR hazardous pollutants. A framework, source, assimilation, fundamentals, exposure, and risk (SAFER), has been proposed to integrate the key components in the risk assessment of airborne CBR hazardous pollutants. These methods and models can contribute to effective risk preparedness, prevention, evidence-based policymaking, and emergency response to airborne CBR pollutants.

现代社会面临着化学、生物和放射性(CBR)有害物质的新威胁,这些有害物质在化学、医疗和能源工业中被大量利用。释出的CBR有害污染物在大气中的扩散由于其过程迅速,空间覆盖范围广,可影响很大比例的人口。全面了解CBR污染物在大气中的释放行为,对充分评价其风险,保障公共安全具有重要意义。本文综述了CBR污染物在大气中运移的研究进展,包括城市大气边界层、CBR污染物的独特概念和模型。我们强调了意外释放的CBR污染物大气运输的创新方法(例如,逆估计和数据同化方法)的发展,以减少排放的不确定性和分散期间的累积误差,将数值模型与监测数据相结合。最后,介绍了CBR有害污染物定量风险评估的进展,包括暴露评估和剂量-反应关系。提出了一个框架、来源、同化、基础、暴露和风险(SAFER),以整合空气传播CBR危险污染物风险评估的关键组成部分。这些方法和模型有助于有效的风险准备、预防、基于证据的政策制定以及对空气传播的CBR污染物的应急响应。
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引用次数: 6
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