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Predicting the fire performance of intumescent fire-retardant coating with inert and oxidative reaction schemes 用惰性和氧化反应方案预测膨胀型防火涂料的防火性能
IF 3.3 3区 工程技术 Q2 ENGINEERING, CIVIL Pub Date : 2025-09-16 DOI: 10.1016/j.firesaf.2025.104541
Liang Yi , Saiya Feng , Zhengyang Wang , Yan Ding , Yuhao Li
Accurate evaluation of the performance of Intumescent fire-retardant coating (IFRC) is critical for predicting fire behavior in protected construction. In this work, the pyrolysis performance of IFRC is characterized in both N2 and air. Comprehensive models based on ThermaKin are developed. A seven-step inert reaction and eight-step oxidative reaction schemes are proposed to describe the pyrolysis of IFRC in N2 and air. The corresponding kinetic and thermodynamic model parameters are obtained by inversely analyzing the measurements. The obtained comprehensive models are used to simulate the experimental results of cone calorimeter. Both model simulations capture the trend of mass loss rate (MLR) curves. However, the simulation with oxidative reaction scheme presents a faster initial MLR increase rate, higher MLR peak (MLRpeak) and earlier time to MLRpeak with higher R2 of 0.91, 0.95 and 0.85 (for the dry film thickness of 1.00 mm, 2.00 mm and 3.00 mm). This is due to the exothermic reactions in air accelerating the IFRC pyrolysis, while the endothermic reactions in N2 decelerating the IFRC pyrolysis. The model with an oxidative reaction scheme can better predict the performance of IFRC in real-fire scenarios, which may contribute to the evaluation of IFRC in the construction fire design.
准确评价膨胀防火涂料的性能对于预测防护建筑的火灾行为至关重要。在这项工作中,表征了IFRC在N2和空气中的热解性能。开发了基于ThermaKin的综合模型。提出了7步惰性反应和8步氧化反应方案来描述IFRC在N2和空气中的热解。通过反分析得到相应的动力学和热力学模型参数。利用所得的综合模型对锥形量热计的实验结果进行了模拟。两种模式的模拟都捕捉到了质量损失率(MLR)曲线的趋势。而氧化反应方案的模拟结果显示,初始MLR增加速率更快,MLR峰(MLRpeak)更高,到达MLRpeak的时间更早,R2更高,分别为0.91、0.95和0.85(干膜厚度分别为1.00 mm、2.00 mm和3.00 mm)。这是由于空气中的放热反应加速了IFRC的热解,而N2中的吸热反应减慢了IFRC的热解。采用氧化反应方案的模型能较好地预测红新月会复合材料在真实火灾场景下的性能,为红新月会复合材料在建筑防火设计中的性能评价提供依据。
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引用次数: 0
Large-scale calorimetry time response characterization and correction 大规模量热法时间响应表征及校正
IF 3.3 3区 工程技术 Q2 ENGINEERING, CIVIL Pub Date : 2025-09-16 DOI: 10.1016/j.firesaf.2025.104531
Giovanni Di Cristina, Erik Johnsson, Eric Mueller, Matthew Bundy, Anthony Hamins
Recent fire experiments testing 4 m to 6 m tall Douglas fir trees pushed the limits of the time response of the National Institute of Standards and Technology (NIST) large fire calorimeter due to their fast fire growth. The fires obtained peak heat release rates from 7 MW to about 42 MW within 7 s to 10 s. The calorimetry system is dependent on multiple instruments each with their own time response. Calibration experiments with imposed square wave thermal pulses have characterized the system time constant as approximately 8 s. Consequently, the time response becomes a significant source of uncertainty in the transient results. Utilizing measurements from fast-responding mass load cell and far-field radiometers as models for the heat release rate (HRR) response, a methodology is developed to rescale the transient HRR to correct for the calorimetry system’s time response. The results from each correction method are compared to each other and the oxygen consumption HRR. Although both methods have different limitations, their respective results agree within 15% of each other, on average. This study provides insight on the accuracy and uncertainty of oxygen consumption calorimetry systems.
最近对4米至6米高的花旗冷杉进行的火灾实验,由于其快速的火灾生长,突破了美国国家标准与技术研究所(NIST)大型火灾量热计的时间响应极限。火灾在7到10秒内获得了从7兆瓦到约42兆瓦的峰值热释放率。量热系统依赖于多个仪器,每个仪器都有自己的时间响应。施加方波热脉冲的校准实验表明,系统时间常数约为8 s。因此,时间响应成为暂态结果中一个重要的不确定性来源。利用快速响应质量称重传感器和远场辐射计的测量结果作为热释放率(HRR)响应模型,开发了一种方法来重新调整瞬态HRR以校正量热系统的时间响应。对各校正方法的校正结果和耗氧量HRR进行了比较。虽然两种方法都有不同的局限性,但它们各自的结果平均在15%以内一致。这项研究提供了对氧气消耗量热系统的准确性和不确定性的见解。
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引用次数: 0
Thermal runaway discrete propagation mechanisms and fire characteristics of lithium-ion battery modules with typical electrical structures 典型电结构锂离子电池模组热失控离散传播机制及着火特性
IF 3.3 3区 工程技术 Q2 ENGINEERING, CIVIL Pub Date : 2025-09-16 DOI: 10.1016/j.firesaf.2025.104542
Yan Cui , Jianghong Liu , Beihua Cong , Weiguo Song , Mingming Qiu , Sumiao Yin
Conflagrations originating from the thermal instability of lithium-ion batteries (LIBs) have posed a serious hazard to public safety. The fire dynamics of the system-level LIB pack with complex electrical topologies is still unclear. This paper focused on the phenomenon of thermal runaway (TR) discrete propagation, which spreads TR among the LIB pack leapingly, and conducted thermophysical experiments. Laboratory-scale LIB modules with typical electric structures were constructed to reveal the mechanisms and patterns of the phenomenon from the cell component level, as well as the fire behaviors and characteristics. The horizontally insulated calorimetric wind tunnel provided the LIB modules with forced air cooling. Results showed that smooth occurrence of TR discrete propagation required the overcharge current that facilitated the steady and concentrated growth of lithium dendrites and the overcharged battery interior that maintained the low temperature and gas pressure before the lithium dendrites pierced the separator. Under these experimental conditions, it occurred when the charge state of the battery remote from the heat source exceeded 135.56 %, with a minimum onset temperature of 64.6 °C. Its concomitant electricity transmission from external short circuits lowered the TR onset temperature of the LIB submodule and hastened the spread rate of TR. The heat release rate of the burning LIB module peaked at 35.612 kW, while each cell reached a total heat release of 107.468 kJ, and the duration of each flaming was not affected by TR discrete propagation. The results provide insight into the fire mechanisms and characteristics of the high LIB concentration scenario.
锂离子电池热不稳定性引发的火灾对公共安全造成了严重危害。具有复杂电拓扑结构的系统级LIB包的动态特性尚不清楚。本文研究了热失控(TR)离散传播现象,即TR在LIB电池组间的跳跃传播,并进行了热物理实验。构建具有典型电结构的实验室规模LIB模块,从电池组件层面揭示这一现象的机理和规律,以及燃烧行为和特征。水平隔热量热风洞为LIB模块提供强制空气冷却。结果表明,TR离散传播的顺利发生,需要过充电电流促进锂枝晶的稳定、集中生长,以及过充电电池内部在锂枝晶刺穿分离器之前保持低温和气压。在这些实验条件下,当远离热源的电池充电状态超过135.56%时发生,最小起始温度为64.6℃。其伴随的外部短路输电降低了LIB子模块的TR起燃温度,加快了TR的传播速度,燃烧LIB模块的放热速率峰值为35.612 kW,而每个电池的放热总量为107.468 kJ,并且每次燃烧的持续时间不受TR离散传播的影响。研究结果为研究高锂离子浓度情景的机理和特征提供了新的思路。
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引用次数: 0
Heat exposure from electric vehicle fires: Experimental results and analysis 电动汽车火灾的热暴露:实验结果和分析
IF 3.3 3区 工程技术 Q2 ENGINEERING, CIVIL Pub Date : 2025-09-13 DOI: 10.1016/j.firesaf.2025.104535
Parham Dehghani, Matthew DiDomizio, Nathaniel Sauer, Adam Barowy
Free-burning of a Tesla Model 3 and a Chevrolet Bolt was studied under controlled conditions. Heat release rates were estimated from mass loss measurements. Fire-induced heat flux distribution was captured using infrared thermography of high-emissivity plate sensors placed on each vehicle side, supplemented by eight Schmidt-Boelter radiometers. A point-source model (PSM) was used to estimate heat flux over the plate area, allowing comparison with the measured data using an approach that fire safety engineers readily employ.
Plate sensors revealed local peaks in heat flux that were not resolved by the radiometers due to their limited spatial coverage. When measured flame heights were used in the PSM, peak exposures were underpredicted by 1.4% (Bolt) and 18.3% (Tesla). However, when flame heights were estimated from heat release rates, a common assumption in engineering analyses, underpredictions increased to 64.5% (Bolt) and 53.1% (Tesla). Additionally, both plate and radiometer data were used to assess three battery jetting events that occurred before cabin involvement. Jetting-related heat flux peaks ranged from 7.9% to 100% of the global maximum measured during the free-burn, indicating their potentially significant contribution to heat exposure prior to full vehicle involvement.
在受控条件下研究了特斯拉Model 3和雪佛兰Bolt的自由燃烧。热释放率由质量损失测量估计。利用放置在车辆两侧的高发射率板传感器的红外热像仪捕获火灾引起的热流密度分布,并辅以8台施密特-伯尔特辐射计。点源模型(PSM)用于估计板面积上的热通量,允许使用消防安全工程师容易采用的方法与测量数据进行比较。平板传感器显示的局部热通量峰值由于其有限的空间覆盖而不能被辐射计分辨出来。当在PSM中使用测量的火焰高度时,峰值暴露被低估了1.4% (Bolt)和18.3% (Tesla)。然而,当根据热释放率估算火焰高度时(工程分析中常见的假设),低估率增加到64.5% (Bolt)和53.1% (Tesla)。此外,平板和辐射计数据用于评估发生在客舱介入之前的三次电池喷射事件。喷射相关的热通量峰值在自由燃烧期间测量到的全球最大值的7.9%到100%之间,表明它们在全车辆参与之前对热暴露的潜在重要贡献。
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引用次数: 0
Development of ghosting flames in an under-ventilated compartment 在不通风的隔间中产生鬼影火焰
IF 3.3 3区 工程技术 Q2 ENGINEERING, CIVIL Pub Date : 2025-09-12 DOI: 10.1016/j.firesaf.2025.104533
Ryan Falkenstein-Smith , Katherine Hinnant , Aika Davis , Thomas Cleary
This work examines the transition of an enclosure fire to an under-ventilated scenario such that conditions are conducive to a ghosting flame within the enclosure. Ghosting flames were observed when flames generated from a burner using propane were lifted off the burner and sporadically occupied other regions of the compartment. All experiments were conducted within a reduced-scale enclosure with a varying width of either 2.0 cm, 4.0 cm, or 10.0 cm. Each opening configuration was subjected to a range of fire sizes within the enclosure to determine the conditions conducive to ghosting flame. The compartment was observed to transition to under-ventilated conditions, such that significant concentrations of hydrocarbons were generated within the enclosure when the global equivalence ratio in the upper region was equal to 1. Ghosting flames were observed when the measured global equivalence ratio in the upper compartment region reached 2.3 ± 0.2 and were found to continuously occur as the ratio continued to exceed that value steadily. This suggests that a ghosting flame phenomenon occurs when the rate at which fuel is introduced is more than a factor of ten relative to the airflow into the compartment.
这项工作考察了围场火灾到通风不足情况的过渡,这样的条件有利于围场内的幽灵火焰。当使用丙烷的燃烧器产生的火焰从燃烧器中升起并零星地占据隔间的其他区域时,可以观察到幽灵火焰。所有实验均在缩小尺寸的围栏内进行,围栏宽度分别为2.0 cm、4.0 cm或10.0 cm。每一个开口的配置都受到了范围内的火大小的影响,以确定有利于重影火焰的条件。观察到隔室过渡到通风不足的条件,因此当上部区域的整体等效比等于1时,在封闭室内产生了显著的碳氢化合物浓度。当测量的上隔室区域整体等效比达到2.3±0.2时,可以观察到重影火焰,并且随着该比值的持续稳定超过该值,重影火焰不断发生。这表明,当引入燃料的速度相对于进入隔室的气流超过十倍时,就会发生重影火焰现象。
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引用次数: 0
Conditions for onset and sustained char oxidation 开始和持续炭氧化的条件
IF 3.3 3区 工程技术 Q2 ENGINEERING, CIVIL Pub Date : 2025-09-12 DOI: 10.1016/j.firesaf.2025.104539
Laura Schmidt, Rory M. Hadden
Smouldering combustion of timber presents a significant fire safety concern, particularly in scenarios where heat retention enables sustained char oxidation. This study isolates char oxidation from other smouldering processes to investigate its onset and sustained reaction under close-to-critical incident heat fluxes. Experiments using pre-pyrolysed char samples provided direct measurements of CO and CO2 generation, mass loss, and temperature evolution during char oxidation. The onset of char oxidation was characterised by a rapid increase in CO generation rate, occurring consistently at an external heat flux of 10 kW/m2. Among the methods tested, CO mass flow rates proved to be the most reliable indicator of char oxidation onset, offering greater precision than traditional mass loss measurements or temperature data in determining the char oxidation onset time. Once initiated, oxidation led to sustained heat release, with in-depth temperatures exceeding 400 °C, peak heat release rates of ∼29 kW/m2 and a mean effective heat of combustion of ∼30.3 kJ/g, close to the char's gross heat of combustion, at 10 kW/m2. These findings improve the understanding of char oxidation kinetics and support the development of predictive models for smouldering in engineered timber, informing fire hazard assessment and mitigation strategies.
木材的阴燃引起了重大的火灾安全问题,特别是在热保留能够持续炭氧化的情况下。本研究将炭氧化从其他阴燃过程中分离出来,研究其在接近临界入射热通量下的开始和持续反应。使用预热解炭样品的实验提供了在炭氧化过程中CO和CO2生成、质量损失和温度演变的直接测量。炭氧化开始的特点是CO生成速率迅速增加,在10 kW/m2的外部热通量下持续发生。在测试的方法中,CO质量流量被证明是最可靠的炭氧化开始指标,在确定炭氧化开始时间方面比传统的质量损失测量或温度数据提供更高的精度。一旦开始,氧化导致持续的热释放,深度温度超过400°C,峰值热释放率为~ 29 kW/m2,平均有效燃烧热为~ 30.3 kJ/g,接近炭的总燃烧热,为10 kW/m2。这些发现提高了对炭氧化动力学的理解,支持了工程木材阴燃预测模型的发展,为火灾危险评估和缓解策略提供了信息。
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引用次数: 0
Numerical and experimental investigation of shaft-like compartment fires 轴状舱室火灾的数值与实验研究
IF 3.3 3区 工程技术 Q2 ENGINEERING, CIVIL Pub Date : 2025-09-11 DOI: 10.1016/j.firesaf.2025.104521
Rabah Mehaddi , Bouaza Lafdal , Pascal Boulet
The present study focuses on under-ventilated compartment fires, by analysing the results of an experimental and numerical study about fires issuing from heptane pools in a compartment with an open door. This compartment has an aspect ratio (height/width) of the order of 1.8 and a doorway with an aspect ratio up to 4, which is very different from conventional compartments. This type of geometry is therefore expected to yield new results. The key parameters in this case are the ventilation factor (based on the door height and its area) and the pool fire diameter. To analyse the combustion regimes, the fire Heat Release Rate (HRR) is split into two parts, namely, the HRR released inside and outside the compartment. To quantify these quantities, two experimental methods have been combined. The first one is based on temperature measurements inside the compartment. The second one combines measurements from radiative heat fluxes outside the compartment and images taken with visible cameras that provide the flame shape in order to evaluate the corresponding heat released rate. The experimental data have been compared to dedicated numerical simulations carried out with the CFD code Fire Dynamics Simulator. These comparisons have revealed that in a well-ventilated or moderately under-ventilated regime, integral quantities such as mean temperature, fire heat release rate inside and outside the room appear to be well predicted by the simulations. However, under the same conditions, the temperature profiles show differences that can be locally significant. This observation might be explained by a difficulty in correctly reproducing the flame dynamics and the air flow entering through the door. Furthermore, in the severely under-ventilated case, the temporal evolution of the average quantities (HRR and mean temperatures) are very poorly estimated by the simulations, as well as the local distributions. In this case the simulations predict that the combustion of all the combustible vapours occurs outside the door, which does not correspond to the physical observations. This phenomenon have been observed at Q̇1.6, where Q̇ is the dimensionless heat released rate. Therefore, improvements of the CFD code are required to improve the simulations, probably also involving dedicated efforts on the ignition and extinction sub-models.
本研究的重点是通风不足的舱室火灾,通过分析实验和数值研究的结果,从庚烷池火灾在一个开着门的舱室。这个隔间的长宽比(高/宽)为1.8左右,门口的长宽比高达4,这与传统的隔间非常不同。因此,这种几何形式有望产生新的结果。在这种情况下,关键参数是通风系数(基于门的高度及其面积)和池火直径。为了分析燃烧状态,将火热释放率(HRR)分为两部分,即舱内和舱外释放的HRR。为了量化这些量,我们结合了两种实验方法。第一个是基于车厢内的温度测量。第二种方法结合了隔间外辐射热通量的测量和可见光相机拍摄的图像,这些图像提供了火焰的形状,以评估相应的热释放率。实验数据与CFD程序Fire Dynamics Simulator进行的数值模拟进行了比较。这些比较表明,在通风良好或适度通风不足的情况下,模拟可以很好地预测室内和室外的平均温度、火灾热释放率等积分量。然而,在相同的条件下,温度分布显示出局部显著的差异。这一观察结果可能是由于很难正确地再现火焰动力学和通过门进入的气流。此外,在严重通风不足的情况下,通过模拟对平均量(HRR和平均温度)的时间演变以及局部分布的估计非常差。在这种情况下,模拟预测所有可燃蒸汽的燃烧都发生在门外,这与物理观测不符。这种现象已经在Q≥1.6时被观察到,其中Q≥1.6是无量纲的热释放率。因此,需要改进CFD代码以改进模拟,可能还需要对点火和消光子模型进行专门的努力。
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引用次数: 0
Quantifying the expected utility of fire tests and experiments before execution 在执行前量化测试和实验的预期效用
IF 3.3 3区 工程技术 Q2 ENGINEERING, CIVIL Pub Date : 2025-09-09 DOI: 10.1016/j.firesaf.2025.104538
Andrea Franchini, Ruben Van Coile
Tests and experiments are critical to Fire Safety Science and Engineering (FSSE), providing essential data for understanding fire behaviour, validating models, and demonstrating compliance with standards. However, traditional emphasis has been placed on data quality rather than on strategically selecting experimental parameters that maximise the expected “utility” of a test. This paper develops a framework to quantify such a utility before execution. The framework builds on Bayesian experimental design principles and accommodates different utility metrics—such as expected information gain, economic value of information, and environmental benefit of information—tailored to FSSE contexts. These metrics explicitly link laboratory-scale tests and experiments to system-level performance indicators, including safety, risk, resilience, and environmental impact. The framework is demonstrated through two examples: (i) quantification of the expected uncertainty reduction in ignition time from repeated cone calorimeter tests, showing that the information gain plateaus after 10–15 trials; and (ii) comparison of two post-fire assessment methods for reinforced concrete structures, where a simplified value-of-information analysis highlights the benefit of testing and identifies the preferred method. Beyond these examples, the proposed framework serves as a versatile tool for utility-based optimisation of experimental design parameters and comparison of alternative experimental protocols.
测试和实验对消防安全科学与工程(FSSE)至关重要,为理解火灾行为、验证模型和证明符合标准提供了必要的数据。然而,传统的重点放在数据质量上,而不是策略性地选择实验参数,使测试的预期“效用”最大化。本文开发了一个框架,在执行之前对这种效用进行量化。该框架建立在贝叶斯实验设计原则的基础上,并适应不同的效用指标——如预期信息增益、信息的经济价值和信息的环境效益——为FSSE环境量身定制。这些指标明确地将实验室规模的测试和实验与系统级性能指标联系起来,包括安全性、风险、弹性和环境影响。通过两个例子证明了该框架:(i)通过重复锥量热计测试对点火时间的预期不确定性降低进行量化,表明在10-15次测试后信息增益趋于平稳;(ii)比较两种火灾后钢筋混凝土结构评估方法,其中简化的信息价值分析强调了测试的好处,并确定了首选方法。除了这些例子之外,所提出的框架还可以作为基于效用的实验设计参数优化和替代实验方案比较的通用工具。
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引用次数: 0
Developing an indicator system for urban fire risk assessment 建立城市火灾风险评估指标体系
IF 3.3 3区 工程技术 Q2 ENGINEERING, CIVIL Pub Date : 2025-09-08 DOI: 10.1016/j.firesaf.2025.104536
Shuai Zhang, Ye Song, Qichang Dong, Hui Yang, Long Shi
With the acceleration of urbanization, the occurrence mechanism of urban fires has become increasingly complex, with various factors intertwined, significantly increasing the difficulty of fire risk assessment and prevention. Therefore, this review focuses on the typical influencing factors of industrial fires, residential fires, and urban wildfires, and classifies them into three types: human, social, and environmental factors. Regarding human factors, insufficient educational level and safety culture are the core causes of human factors in fires, which can lead to unsafe behaviors and increase the fire incidence. In terms of social factors, the level of economic development restricts the overall capacity for fire risk prevention and control by influencing infrastructure investment. Regarding environmental factors, high temperatures and low humidity can increase the flammability of combustibles, while strong winds can accelerate the spread of fire and expand the scale of disaster losses. In addition to meteorological factors, wildfires are also influenced by topographic features. The functional differences in different regions lead to obvious spatial disparities. Human factors mainly dominate the fire risks in industrial zones. For residential areas, human and social factors are the main reasons; in urban green spaces, environmental influences cannot be overlooked. The study shows that urban fire risk is the product of the interaction between human behavior, social systems, and environmental conditions in specific functional scenarios, and functional differentiation exacerbates the spatial heterogeneity of risks.
随着城市化进程的加快,城市火灾的发生机制日益复杂,各种因素相互交织,大大增加了火灾风险评估和预防的难度。因此,本文重点分析了工业火灾、住宅火灾和城市火灾的典型影响因素,并将其分为人为因素、社会因素和环境因素三大类。在人为因素方面,教育水平和安全文化的不足是火灾人为因素的核心原因,会导致不安全行为,增加火灾发生率。在社会因素方面,经济发展水平通过影响基础设施投资来制约火灾风险防控的整体能力。环境因素方面,高温低湿会增加可燃物的易燃性,而强风会加速火势蔓延,扩大灾害损失规模。除气象因素外,山火还受地形特征的影响。不同区域的功能差异导致了明显的空间差异。人为因素在工业园区火灾风险中起主导作用。对于居住区来说,人为因素和社会因素是主要原因;在城市绿地中,环境的影响不容忽视。研究表明,城市火灾风险是人类行为、社会制度和环境条件在特定功能场景下相互作用的产物,功能分化加剧了风险的空间异质性。
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引用次数: 0
Stochastic modeling of the flight of embers ejected from an ember dragon 从余烬龙喷出的余烬飞行的随机模型
IF 3.3 3区 工程技术 Q2 ENGINEERING, CIVIL Pub Date : 2025-09-06 DOI: 10.1016/j.firesaf.2025.104523
Nigel B. Kaye , Khalid Moinuddin , Rahul Wadhwani
Spot-fire generation from embers blown ahead of a wildfire front is one of the leading causes of home destruction in wildland-urban interface (WUI) fires. It is, therefore, important to be able to model wind-driven ember flight accurately. This study presents the application of a stochastic debris flight model to this problem. The model embeds the uncertainty in flight conditions into the model by randomly perturbing the flight parameters (drag and lift forces) at each numerical integration time step. The stochastic flight model replicates the results of a series of ember flight tests run using the Victoria University ember dragon for both cubic and cylindrical model embers. Results show that the stochastic model produces very good predictions of the mean landing location of the embers tested. The model also provides reasonable estimates of the standard deviation and skewness of the landing location distribution in the direction of the initial launch for the cubic embers. The agreement with higher moment statistics is poorer for the cylindrical embers, though there is qualitative consistency between the experimental and model spatial distributions.
野火锋面前吹来的余烬产生的现场火灾是荒地-城市界面(WUI)火灾中房屋破坏的主要原因之一。因此,能够准确地模拟风力驱动的余烬飞行是很重要的。本文提出了一个随机碎片飞行模型的应用。该模型通过在每个数值积分时间步随机扰动飞行参数(阻力和升力),将飞行条件的不确定性嵌入到模型中。随机飞行模型复制了一系列余烬飞行测试的结果,这些测试使用维多利亚大学的余烬龙对立方体和圆柱形模型余烬进行了测试。结果表明,该随机模型能很好地预测被测余烬的平均着陆位置。该模型还对立方余烬在初始发射方向的着陆位置分布的标准差和偏度提供了合理的估计。尽管在实验和模型空间分布之间有定性的一致性,但圆柱形余烬与高矩统计的一致性较差。
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引用次数: 0
期刊
Fire Safety Journal
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