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Numerical Design Calculation of T-stubs at Elevated Temperatures 高温下 T 型管的数值设计计算
IF 3.4 3区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-10 DOI: 10.1007/s10694-024-01626-5
Batuhan Der, František Wald, Martin Vild

The failure of steel connections can lead to the progressive collapse of the entire structure. Accurate modelling of steel connections at elevated temperature allows structural fire engineers to design steel structures that may deal with the severity of a fire. The prEN 1993-1-14 proposes numerical design calculation for the static design check of steel connections. This paper presents a component-based finite element model (CBFEM) to design the T-stubs at elevated temperatures. The generated model is verified and validated against the results from the analytical model and experimental study. The resistance, failure modes and the load-deformation curves are used to validate and verify the CBFEM models for steel connection design at elevated temperatures. The results stated that the CBFEM is a practical design tool to model bolted connections at elevated temperatures and it is possible to apply the recommended 5% plastic limit strain by EN 1993-1-5 for fire design of bolted connections.

钢连接的失效会导致整个结构的逐步倒塌。对高温下的钢连接件进行精确建模,可使结构防火工程师在设计钢结构时应对火灾的严重程度。prEN 1993-1-14 提出了钢连接静态设计检查的数值设计计算方法。本文提出了一种基于构件的有限元模型(CBFEM),用于设计高温下的 T 型管。生成的模型与分析模型和实验研究的结果进行了验证和确认。阻力、失效模式和载荷-变形曲线被用来验证 CBFEM 模型在高温下的钢连接设计。结果表明,CBFEM 是在高温条件下建立螺栓连接模型的实用设计工具,可以将 EN 1993-1-5 推荐的 5%塑性极限应变用于螺栓连接的防火设计。
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引用次数: 0
Flame Geometry and Temperature Distribution of Jet Fires in Pits 坑内喷射火焰的火焰几何形状和温度分布
IF 3.4 3区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-09 DOI: 10.1007/s10694-024-01647-0
Kuibin Zhou, Zilong Rui, Ruixing Dong

Underground pipelines of different burial depths are extensively utilized in the transportation industry for the conveyance of combustible gases. Failure of these pipelines could result in a jet fire in a pit (JFP), potentially endangering nearby pipes, structures, and individuals. The objective of this study is to analyze the flame geometry and temperature distribution of a JFP. A facility, comprising a jet fire apparatus and a rectangular pit, was constructed to experimentally simulate JFPs across three distinct burial depths and nineteen nozzle exit velocities. The JFP can manifest as an impinging jet flame (IJF), a transitional jet flame (TJF) or a jet flame ejected from the pit top (JFEPT), depending on the burial depth and nozzle exit velocity. An increase in burial depth reduces the critical velocities that differentiate these three flame patterns. Empirical correlations for the flame length and width of JFPs are developed, considering different burial depths, exit velocities, and pit dimensions. Additionally, two correlations available in the literature are validated for predicting the temperature distribution of TJF and JFEPT, respectively. These findings can inform the safety design of pipeline burial depths, considering the behavior of JFPs.

运输业广泛使用不同埋深的地下管道输送可燃气体。这些管道的故障可能会导致坑内喷射火焰(JFP),从而可能危及附近的管道、结构和人员。本研究的目的是分析坑内喷射火焰的火焰几何形状和温度分布。研究人员建造了一个由喷射起火装置和矩形坑组成的设施,用于实验模拟三种不同埋深和 19 种喷嘴出口速度下的 JFP。根据埋深和喷嘴出口速度的不同,喷射火焰可表现为撞击喷射火焰(IJF)、过渡喷射火焰(TJF)或从坑顶喷射出的喷射火焰(JFEPT)。埋深的增加会降低区分这三种火焰模式的临界速度。考虑到不同的掩埋深度、出口速度和坑道尺寸,我们开发了 JFP 火焰长度和宽度的经验相关性。此外,还验证了文献中的两种相关性,分别用于预测 TJF 和 JFEPT 的温度分布。这些研究结果可为考虑 JFP 行为的管道埋深安全设计提供参考。
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引用次数: 0
Fire Safety Disparities in Sweden: Sociodemographic Influences and the Impact of Societal Protection on Personal Fire Prevention Measures 瑞典的消防安全差异:社会人口影响因素和社会保护对个人防火措施的影响
IF 3.4 3区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-09 DOI: 10.1007/s10694-024-01638-1
Ebba Henrekson, Rebecka Andersen, Kenny Turesson, Finn Nilson

Previous research has identified sociodemographic inequalities in fire prevention measures. This study examined whether sociodemographic differences persist in the Swedish population concerning fire prevention measures and particularly whether there remains an inverted u-curve related to age in protection habits. Additionally, it investigated whether fire protection practices are influenced by the level of societal protection. The research utilised survey data and register data from The Swedish Civil Contingencies Agency and Statistics Sweden. A latent class analysis was conducted, dividing respondents into four latent classes, followed by two binomial regression analyses. The study revealed three key findings regarding fire protection measures. First, certain demographic groups, namely the young, women, single and childfree households, low-income and low-education individuals, immigrants, and urban residents, are disproportionately lacking optimal fire safety measures. Second, although a safety maturity curve is still observed, older adults in Sweden today are considerably more protected compared to 15–20 years ago, indicating that safety practices employed during middle age continue into old age. Third, a trend is observed where individuals living in areas with more efficient professional rescue services tend to have lower levels of personal fire protection, suggesting a rational choice based on the perceived level of societal protection.

以往的研究发现了防火措施方面的社会人口不平等现象。本研究探讨了瑞典人口在防火措施方面是否仍然存在社会人口差异,特别是在防火习惯方面是否仍然存在与年龄相关的倒 U 曲线。此外,研究还探讨了防火措施是否受社会保护水平的影响。研究利用了瑞典民事应急署和瑞典统计局的调查数据和登记数据。研究进行了潜类分析,将受访者分为四个潜类,然后进行了两次二项式回归分析。研究揭示了有关防火措施的三个主要发现。首先,某些人口群体,即年轻人、妇女、单身和无子女家庭、低收入和低学历者、移民和城市居民,过多地缺乏最佳消防安全措施。其次,尽管安全成熟度曲线仍然存在,但与 15-20 年前相比,如今瑞典老年人的防护能力要强得多,这表明中年时期采用的安全措施一直延续到老年。第三,可以观察到这样一种趋势,即生活在专业救援服务效率较高地区的人,其个人消防保护水平往往较低,这表明他们会根据所感知的社会保护水平做出理性选择。
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引用次数: 0
A Mixed Convection Model for Estimating the Critical Velocity to Prevent Smoke Backlayering in Tunnels 用于估算隧道内防止烟雾倒灌临界速度的混合对流模型
IF 3.4 3区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-09 DOI: 10.1007/s10694-024-01607-8
Michael Beyer, Conrad Stacey, Günter Brenn

A novel mathematical model for the critical ventilation velocity to prevent smoke backlayering in tunnels is presented, addressing limitations of prior approaches. The basis of the model is a rigorous characterisation of the physical processes by the characteristic quantities. Empirical parameters within the new model are determined, to align with results from both full-size and small-scale tunnel experiments. Data from numerical simulations (CFD, Computational Fluid Dynamics), validated by known test data, are then used to estimate the effects of tunnel slope and other parameters on the critical velocity. The model is seen to approximate the critical velocity well, following all trends identified by test data and CFD parameter studies. The empirically calibrated equation permits prediction of the critical velocity beyond the narrow range of tunnel geometries where known results already give an answer. The resulting equation has practical application for tunnel design.

本文提出了一个新的数学模型,用于计算防止隧道内烟雾倒灌的临界通风速度,解决了以往方法的局限性。该模型的基础是通过特征量对物理过程进行严格描述。新模型中的经验参数是根据全尺寸和小尺寸隧道实验结果确定的。数值模拟(CFD,计算流体动力学)数据经已知测试数据验证后,用于估算隧道坡度和其他参数对临界速度的影响。可以看出,该模型很好地近似了临界速度,遵循了测试数据和 CFD 参数研究确定的所有趋势。根据经验校准的方程可以预测已知结果已经给出答案的隧道几何形状狭窄范围以外的临界速度。由此得出的方程在隧道设计中具有实际应用价值。
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引用次数: 0
A New Method to Accurately Measure Lithium-Ion Battery Specific Heat Capacity with ARC Heating-Waiting Process 利用 ARC 加热-等待过程精确测量锂离子电池比热容的新方法
IF 3.4 3区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-06 DOI: 10.1007/s10694-024-01649-y
Anqi Teng, Yongqi Li, Yue Zhang, Youwei Wen, Laifeng Song, Qikai Lei, Zhixiang Cheng, Qiangling Duan, Qingsong Wang

Battery specific heat capacity is essential for calculation and simulation in battery thermal runaway and thermal management studies. Currently, there exist several non-destructive techniques for measuring the specific heat capacity of a battery. Approaches incorporate thermal modeling, specific heat capacity computation via an external heat source, and harnessing internal battery-generated heat. Accurately measuring the specific heat capacity of a battery by fast, intuitive, and general experimental methods has significant application value. This paper proposes a simple but precise method (the heating-waiting method) for measuring the specific heat capacity of the battery based on a constant temperature environment. A calibration scheme was designed to obtain the specific heat capacity calculation parameters. Specific experiments were designed to maximize the external heat received by the battery. Homogeneous temperature distribution within the battery facilitates the precise determination of the battery’s specific heat capacity. Results demonstrate that utilizing accelerating rate calorimeter (ARC) as a reliable heating source can greatly enhance the precision of the test (from 2.30% to 0.29%). Optimizing the experimental apparatus is advantageous in mitigating the confounding effects of extraneous variables on the experimental outcomes, thereby enhancing the reliability and operability. Hence, it is vital to devise a trial plan based on the battery’s attributes to guarantee the scheme’s universality and practicability.

电池比热容对于电池热失控和热管理研究中的计算和模拟至关重要。目前,有几种非破坏性技术可用于测量电池的比热容。这些方法包括热建模、通过外部热源计算比热容以及利用电池内部产生的热量。通过快速、直观和通用的实验方法精确测量电池的比热容具有重要的应用价值。本文提出了一种基于恒温环境测量电池比热容的简单而精确的方法(加热等待法)。设计了一个校准方案来获得比热容计算参数。设计了具体的实验,以最大限度地提高电池接收的外部热量。电池内均匀的温度分布有助于精确测定电池的比热容。结果表明,利用加速热量计(ARC)作为可靠的加热源可大大提高测试精度(从 2.30% 降至 0.29%)。优化实验仪器有利于减轻无关变量对实验结果的干扰影响,从而提高可靠性和可操作性。因此,根据电池的特性制定试验方案,保证方案的普遍性和实用性至关重要。
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引用次数: 0
Combustion Performance of Thermally Aged Asphalt Blended with ATH/ZB Flame Retardant 掺有 ATH/ZB 阻燃剂的热陈化沥青的燃烧性能
IF 3.4 3区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-06 DOI: 10.1007/s10694-024-01639-0
Dan Zhao, Kai Zhu, Zhirong Liang, Qiang Wang, Hongda Lin, Xuewei Qin, Haojia Jiang, Dong Ye, Ke Wu

Asphalt blended with flame retardant undergoes thermal aging during utilization, which significantly impacts its physical and chemical characteristics concurrently. This study focuses on analyzing the effectiveness of aluminum hydroxide/zinc borate (ATH/ZB) flame retardant on varying the combustion performance of asphalt, particularly after undergoing thermal aging (85 min and 270 min aging simulations were performed, corresponding to short-term and long-term thermal aging, respectively). The results showed that ATH/ZB flame-retardant can increase the softening point of asphalt before and after aging. ATH/ZB flame-retardant asphalt (FRA) after aging had fewer carbonyl and sulfoxide groups than base asphalt (BA), demonstrating the superior anti-oxidation capability of FRA. ATH/ZB delays the peak heat release rate (PHRR) commencement by over 200 s, decreases the PHRR intensity by more than 170 kW/m2, and decreases the asphalt’s combustion activation energy, which was owing to the fact that the sacrifice of the thermolabile flame retardant protects the asphalt from being aggressively combusted. Whereas, thermal aging enhances the PHRR intensity of FRA by 83 kW/m2, which is owing to the reduction of ATH/ZB content in FRA after aging. Aging deteriorates the flame retardant’s capability on anti-combustion.

Graphical Abstract

掺有阻燃剂的沥青在使用过程中会经历热老化,这同时会对其物理和化学特性产生重大影响。本研究重点分析了氢氧化铝/硼酸锌(ATH/ZB)阻燃剂对改变沥青燃烧性能的效果,尤其是在经过热老化后(分别进行了 85 分钟和 270 分钟的老化模拟,分别对应短期和长期热老化)。结果表明,ATH/ZB 阻燃剂可以提高沥青在老化前后的软化点。与基质沥青(BA)相比,老化后的 ATH/ZB 阻燃沥青(FRA)具有更少的羰基和亚砜基团,这表明 FRA 具有更强的抗氧化能力。ATH/ZB 可将峰值热释放率(PHRR)的开始时间延迟 200 秒以上,将峰值热释放率强度降低 170 kW/m2 以上,并降低沥青的燃烧活化能,这是因为牺牲了易燃阻燃剂可保护沥青不被剧烈燃烧。而热老化会使 FRA 的 PHRR 强度提高 83 kW/m2,这是由于老化后 FRA 中的 ATH/ZB 含量减少。老化会降低阻燃剂的抗燃烧能力。
{"title":"Combustion Performance of Thermally Aged Asphalt Blended with ATH/ZB Flame Retardant","authors":"Dan Zhao, Kai Zhu, Zhirong Liang, Qiang Wang, Hongda Lin, Xuewei Qin, Haojia Jiang, Dong Ye, Ke Wu","doi":"10.1007/s10694-024-01639-0","DOIUrl":"https://doi.org/10.1007/s10694-024-01639-0","url":null,"abstract":"<p>Asphalt blended with flame retardant undergoes thermal aging during utilization, which significantly impacts its physical and chemical characteristics concurrently. This study focuses on analyzing the effectiveness of aluminum hydroxide/zinc borate (ATH/ZB) flame retardant on varying the combustion performance of asphalt, particularly after undergoing thermal aging (85 min and 270 min aging simulations were performed, corresponding to short-term and long-term thermal aging, respectively). The results showed that ATH/ZB flame-retardant can increase the softening point of asphalt before and after aging. ATH/ZB flame-retardant asphalt (FRA) after aging had fewer carbonyl and sulfoxide groups than base asphalt (BA), demonstrating the superior anti-oxidation capability of FRA. ATH/ZB delays the peak heat release rate (PHRR) commencement by over 200 s, decreases the PHRR intensity by more than 170 kW/m<sup>2</sup>, and decreases the asphalt’s combustion activation energy, which was owing to the fact that the sacrifice of the thermolabile flame retardant protects the asphalt from being aggressively combusted. Whereas, thermal aging enhances the PHRR intensity of FRA by 83 kW/m<sup>2</sup>, which is owing to the reduction of ATH/ZB content in FRA after aging. Aging deteriorates the flame retardant’s capability on anti-combustion.</p><h3 data-test=\"abstract-sub-heading\">Graphical Abstract</h3>\u0000","PeriodicalId":558,"journal":{"name":"Fire Technology","volume":"6 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142179602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modeling Fire Company Staffing to Investigate its Effect on Effective Response Force Times to Structure Fires Using Local Incident Data 利用当地事故数据建立消防队人员配备模型,研究其对结构火灾有效响应时间的影响
IF 3.4 3区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-09-05 DOI: 10.1007/s10694-024-01642-5
Evgeniy P. Ivanov

Fighting structure fires necessitates the deployment of an effective response force (ERF) capable of ensuring both effective firefighting and the safety of firefighters. The article aims to investigate the effect of company staffing on ERF response times and to compare these findings with data from the National Institute of Standards and Technology’s (NIST) Report on residential fireground field experiments. The investigation revolves around modeling the crew size of fire engines and ladder trucks through a 4-step approach. Given the challenges of obtaining publicly available apparatus response data at the national level needed for any ERF time calculations, the approach taken is based on utilizing local incident and apparatus response data from a single fire department. Three datasets are developed, corresponding to 3-person, 4-person, and 5-person crews. Comparison among these datasets hinges on calculating the 90th percentile of ERF assembly times and total response times, as well as assessing the percentage of times the target response times are met. The results show improvements in response times across all up-staffing scenarios, underscoring the direct positive effect of crew size up-staffing on ERF response times. Specifically, when transitioning from 3-person to 4-person crews, the biggest improvements occur in moderate and high-risk structure fire incidents, with moderate-risk fires seeing a reduction of over 2 full minutes in all response time segments. Elevating crew sizes from 4-person to 5-person teams yields the most significant gains in special risk structure fires, resulting in a remarkable 10-min improvement in both ERF assembly time and total response time. In conclusion, this study provides recommendations for optimizing incident data quality and considerations to take into account when making decisions for crew upstaffing.

扑救建筑火灾需要部署一支有效的应急部队(ERF),以确保有效灭火和消防员的安全。本文旨在研究连队人员配置对有效反应部队响应时间的影响,并将这些研究结果与美国国家标准与技术研究院(NIST)的住宅火灾现场实验报告中的数据进行比较。调查围绕消防车和云梯车的人员规模建模展开,分为 4 个步骤。由于难以获得任何 ERF 时间计算所需的国家级公开设备响应数据,因此采用的方法是利用单个消防部门的本地事故和设备响应数据。我们建立了三个数据集,分别对应 3 人、4 人和 5 人小组。对这些数据集进行比较的关键是计算 ERF 组装时间和总响应时间的第 90 个百分位数,以及评估达到目标响应时间的百分比。结果表明,在所有增加人员配置的情况下,响应时间都有所改善,这突出表明了增加人员配置对应急响应时间的直接积极影响。具体而言,从 3 人小组过渡到 4 人小组时,中度和高风险结构火灾事故的响应时间缩短幅度最大,中度风险火灾的所有响应时间段都缩短了整整 2 分钟以上。将 4 人小组提升至 5 人小组,在特殊风险的建筑火灾中取得了最显著的收益,使应急救援队的集结时间和总响应时间都显著缩短了 10 分钟。总之,本研究提供了优化事故数据质量的建议,以及在决定增加人员编制时应考虑的因素。
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引用次数: 0
Thermal Analysis of Composite Slabs Based on Experiment and Numerical Simulations 基于实验和数值模拟的复合板热分析
IF 3.4 3区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-31 DOI: 10.1007/s10694-024-01629-2
Hoai Duc Trinh, Mamoru Kohno

This paper presents an experimental and numerical investigation on the thermal response of composite slabs under fire condition, considering various slab geometries. Fire tests were conducted on six composite slabs to obtain the temperature distributions exposed to the ISO 834 standard fire curve for a duration of 210 min. The results indicated that the depth of the concrete significantly affects the temperature of the unexposed surface, while the height of the steel deck has minimal impact. During heating, water vapor and condensation occurred on all tested slabs, causing a delay in the early temperature development of the concrete. The temperature distribution across slab cross-sections was subsequently calculated using numerical simulations. The numerical models were then validated using experimental data. The challenge of precisely simulating the interface between steel deck and concrete was resolved in this numerical model.

本文对火灾条件下复合楼板的热响应进行了实验和数值研究,并考虑了各种楼板几何形状。对六块复合楼板进行了火灾试验,以获得在 ISO 834 标准火灾曲线下持续 210 分钟的温度分布。结果表明,混凝土的深度对未暴露表面的温度影响很大,而钢板的高度影响很小。在加热过程中,所有测试板上都出现了水蒸气和冷凝水,导致混凝土早期温度发展延迟。随后使用数值模拟计算了板横截面的温度分布。然后利用实验数据对数值模型进行了验证。该数值模型解决了精确模拟钢板与混凝土界面的难题。
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引用次数: 0
Experimental Investigation on the Variation in Solid Fuel Fire Whirl Properties with Imposed and Fuel Rotation 固体燃料火焰漩涡特性随外力作用和燃料旋转而变化的实验研究
IF 3.4 3区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-29 DOI: 10.1007/s10694-024-01627-4
Pushpendra Kumar Vishwakarma, Kirti Bhushan Mishra, A. Aravind Kumar

This work presents a study on the formation of laboratory- scale fire whirls using forest fuels to replicate real-world fire whirls. A total of 48 experiments are conducted using three distinct types of forest fuels, namely Pinus Roxburghii, Shorea Robusta, and Grevillea Robusta, with three fuel pans of diameter 0.2 m, 0.3 m, and 0.4 m, respectively. Different characteristics such as Mass Burning Rate (MBR), Heat Release Rate (HRR), flame height, flame temperature, radiative heat flux and fire effluents are measured for a range of HRRs 40-346 kW and correlations are developed in terms of circulation and diameter. In comparison to free burning, the HRR was found to be increased by 300% with imposed rotation which was further increased up to 65% with fuel rotation. The flame heights are also increased by 30% in the case of imposed rotation and 40% with both imposed and fuel rotation. A detailed measurement of fire effluents revealed that their concentrations for fire whirls were reduced in the range of 50% to 400% compared to free burning fires. Furthermore, the developed correlations were applied to fire whirls of HRRs (up to ∼ 1900 kW) and their validity in predicting the characteristics was ensured.

本研究利用森林燃料对实验室规模火旋的形成进行了研究,以复制现实世界中的火旋。共进行了 48 次实验,使用三种不同类型的森林燃料,即 Pinus Roxburghii、Shorea Robusta 和 Grevillea Robusta,并分别使用直径为 0.2 米、0.3 米和 0.4 米的三个燃料盘。在 HRR 为 40-346 kW 的范围内测量了不同的特性,如质量燃烧速率 (MBR)、热释放速率 (HRR)、火焰高度、火焰温度、辐射热通量和火灾流出物,并根据循环和直径建立了相关关系。与自由燃烧相比,外加旋转使 HRR 增加了 300%,燃料旋转使 HRR 进一步增加了 65%。外加旋转的火焰高度也增加了 30%,外加旋转和燃料旋转的火焰高度都增加了 40%。对火焰流出物的详细测量显示,与自由燃烧的火焰相比,火焰旋流的流出物浓度降低了 50% 至 400%。此外,所建立的相关关系还被应用于 HRRs(最大功率可达 1900 千瓦)的火旋,并确保了其在预测特征方面的有效性。
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引用次数: 0
An Image Restoration Method for Improving Matching Robustness of Indoor Smoke Scene 提高室内烟雾场景匹配鲁棒性的图像修复方法
IF 3.4 3区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-08-28 DOI: 10.1007/s10694-024-01623-8
Bowen Liang, Yourui Tao, Yao Song, Xinze Li

Smoggy interference caused by indoor fires makes machine vision technology challenging to apply in the fire rescue field. Smoke and condensed water vapor aerosol from suppression activities limit visibility, making image matching difficult. To overcome this problem, an image restoration method for indoor smoke scenes is proposed. First, the dark channel prior algorithm for indoor smoke scenes is improved, and the atmospheric light estimation method is optimized by combining the density peak clustering algorithm and position constraint. A model update approach is also advanced to achieve real-time dehazing of image sequences. Afterward, the effect of photometric changes caused by the image restoration on matching is analyzed. The feature matching is performed using the pyramid Lucas–Kanade (LK) optical flow method, while the random sampling consistency algorithm is used to eliminate outliers. Finally, an indoor smoke dataset is created to evaluate the algorithm, and a comprehensive analysis of the algorithm's limitations is conducted to provide a thorough understanding of the algorithm's potential shortcomings. The evaluations confirm that the proposed method can effectively improve the robustness and accuracy of indoor smoke scene image matching. The percentage increase in robustness is close to 100%, and the accuracy has increased by 10%. Overall, this approach holds practical value for the fire rescue field, and it may encounter limitations in handling scenarios with dense smoke, dark smog, and dynamic flames. Further improvements and optimizations are required to address these challenges.

室内火灾造成的烟雾干扰使机器视觉技术在火灾救援领域的应用面临挑战。灭火活动产生的烟雾和凝结的水蒸气气溶胶限制了能见度,使图像匹配变得困难。为了克服这一问题,本文提出了一种针对室内烟雾场景的图像复原方法。首先,改进了室内烟雾场景的暗通道先验算法,并结合密度峰聚类算法和位置约束优化了大气光估计方法。此外,还提出了一种模型更新方法,以实现图像序列的实时去毛刺。随后,分析了图像复原引起的光度变化对匹配的影响。使用金字塔卢卡斯-卡纳德(LK)光流方法进行特征匹配,同时使用随机抽样一致性算法消除异常值。最后,创建了一个室内烟雾数据集来对算法进行评估,并对算法的局限性进行了全面分析,以深入了解算法的潜在缺陷。评估结果证实,所提出的方法能有效提高室内烟雾场景图像匹配的鲁棒性和准确性。鲁棒性提高的百分比接近 100%,准确性提高了 10%。总体而言,该方法在消防救援领域具有实用价值,但在处理浓烟、黑烟雾和动态火焰等场景时可能会遇到一些限制。要应对这些挑战,还需要进一步改进和优化。
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引用次数: 0
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Fire Technology
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