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Investigations of the Fire Behavior of Functionally Graded Concrete Slabs with Mineral Hollow Spheres 含矿物空心球的功能性级配混凝土板的火灾行为研究
Pub Date : 2024-07-18 DOI: 10.3390/fire7070256
Benedikt Strahm, Carl Niklas Haufe, Lucio Blandini
Functionally Graded Concrete (FGC) allows for a significant reduction in the mass of concrete components while maintaining their structural and functional requirements and improving recycling capacity. This is achieved by inserting spherical mineral hollow bodies into the structure where no material is required. Within the scope of this work, the behavior of FGC slabs exposed to fire is investigated both experimentally and numerically and compared to a corresponding solid cross-section. Therefore, FGC specimens are placed in a test furnace and subjected to fire exposure for 90 min. The temperature distribution, bending load-bearing capacity, and spalling behavior are investigated. The results of the numerical simulation of the solid cross-section are in good agreement with the values provided in the building code. However, for the FGC cross-section, differences in temperature at characteristic measurement points between the experimental and numerical results are observed, presumably due to convection. The experimental results suggest that the bending load-bearing capacity of the investigated FGC cross-section could be potentially greater than that of a corresponding solid cross-section. Furthermore, as expected through analytical analysis, the fire tests confirm that no spalling of the FGC specimens occurred.
功能级配混凝土(FGC)可在保持混凝土结构和功能要求以及提高回收能力的同时,显著减少混凝土构件的质量。这是通过在不需要材料的结构中插入球形矿物空心体来实现的。在本研究范围内,我们通过实验和数值计算研究了 FGC 板在火灾中的行为,并与相应的实心截面进行了比较。因此,FGC 试样被放置在试验炉中,并在火中暴露 90 分钟。对温度分布、弯曲承载能力和剥落行为进行了研究。实心截面的数值模拟结果与建筑规范中提供的数值十分吻合。然而,对于 FGC 截面,实验结果和数值结果之间在特征测量点的温度存在差异,这可能是由于对流造成的。实验结果表明,所研究的 FGC 截面的弯曲承载能力可能大于相应的实心截面。此外,正如分析所预期的那样,火灾试验证实 FGC 试样没有发生剥落。
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引用次数: 0
A Study on the Impact of Window Partition Walls on the Spread of Fire on Building Facades 窗户隔墙对建筑物外墙火势蔓延影响的研究
Pub Date : 2024-07-17 DOI: 10.3390/fire7070253
Rongshui Qin, Xuesong Dai, Chao Ding, Zelong Zhang, Yan Jiao, Xin Ren
This paper investigates the impact of window partition walls on the spread of fire on building facades under the impact of environmental wind through Fire Dynamics Simulator simulation experiments. A four-story building model was constructed using a Fire Dynamics Simulator incorporating six different wind speed conditions and six different partition wall widths. The fire-blocking performance of window partition walls of varying widths was systematically compared and analyzed, and the data indicated: (1) Under calm wind conditions, the installation of window partition walls is observed to facilitate the vertical spread of facade fires. Moreover, as the width of these partition walls increases, this facilitative effect becomes increasingly prominent; (2) Under wind speeds of 0 to 5 m/s, the temperature on the leeward side is lower when window partition walls are present than when they are absent. This indicates that window partition walls inhibit the horizontal spread of building facade fires, and wider window partition walls have better horizontal fire resistance performance.
本文通过火灾动力学模拟器模拟实验,研究了在环境风的影响下,窗户隔墙对建筑物外墙火势蔓延的影响。利用火灾动力学模拟器,结合六种不同的风速条件和六种不同的隔墙宽度,构建了一个四层楼高的建筑模型。数据表明:(1) 在风平浪静的条件下,安装窗户隔墙有利于外墙火灾的垂直蔓延。此外,随着隔墙宽度的增加,这种促进作用会越来越明显;(2)在风速为 0 至 5 米/秒的情况下,有窗户隔墙时,背风面的温度比没有窗户隔墙时低。这表明,窗间隔墙可抑制建筑物外墙火灾的水平蔓延,较宽的窗间隔墙具有较好的水平耐火性能。
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引用次数: 0
Probabilistic Path Planning for UAVs in Forest Fire Monitoring: Enhancing Patrol Efficiency through Risk Assessment 无人机在林火监测中的概率路径规划:通过风险评估提高巡逻效率
Pub Date : 2024-07-17 DOI: 10.3390/fire7070254
Yuqin Wang, Fengsen Gao, Minghui Li
Forest fire is a significant global natural disaster, and unmanned aerial vehicles (UAVs) have gained attention in wildfire prevention for their efficient and flexible monitoring capabilities. Proper UAV patrol path planning can enhance fire-monitoring accuracy and response speed. This paper proposes a probabilistic path planning (PPP) module that plans UAV patrol paths by combining real-time fire occurrence probabilities at different points. Initially, a forest fire risk logistic regression model is established to compute the fire probabilities at different patrol points. Subsequently, a patrol point filter is applied to remove points with low fire probabilities. Finally, combining fire probabilities with distances between patrol points, a dynamic programming (DP) algorithm is employed to generate an optimal UAV patrol route. Compared with conventional approaches, the experimental results demonstrate that the PPP module effectively improves the timeliness of fire monitoring and containment, and the introduction of DP, considering that the fire probabilities and the patrol point filter both contribute positively to the experimental outcomes. Different combinations of patrol point coordinates and their fire probabilities are further studied to summarize the applicability of this method, contributing to UAV applications in forest fire monitoring and prevention.
森林火灾是全球性的重大自然灾害,无人飞行器(UAV)以其高效灵活的监测能力在野火预防领域备受关注。合理的无人机巡逻路径规划可以提高火情监测的准确性和响应速度。本文提出了一种概率路径规划(PPP)模块,通过结合不同点的实时火灾发生概率来规划无人机巡逻路径。首先,建立森林火灾风险逻辑回归模型,计算不同巡逻点的火灾发生概率。随后,应用巡逻点过滤器去除火灾概率低的点。最后,结合火灾概率和巡逻点之间的距离,采用动态编程(DP)算法生成最佳无人机巡逻路线。与传统方法相比,实验结果表明,考虑到火灾概率和巡逻点过滤器对实验结果都有积极的促进作用,PPP 模块有效地提高了火灾监测和遏制的及时性,并引入了 DP。通过进一步研究巡逻点坐标及其火灾概率的不同组合,总结了该方法的适用性,为无人机在林火监测和预防中的应用做出了贡献。
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引用次数: 0
A Comparative Study of Fire Code Classifications of Building Materials 建筑材料防火规范分类比较研究
Pub Date : 2024-07-16 DOI: 10.3390/fire7070252
Amirouche Sadaoui, Christian Dagenais, Pierre Blanchet
Whether noncombustible or combustible construction is used, the presence of combustible materials is likely to be used for various reasons, such as interior finishes, flooring, and insulation. Consequently, how regulations consider the degree of combustibility in their fire classifications will influence the level of fire safety provided in these buildings and the exchanges between all actors in the construction sector. In North America, the regulation of combustibility is primarily governed by surface flame spread assessed through the Steiner tunnel test. While there is a growing prevalence of calorimetric methods globally, their incorporation into North American building codes remains notably limited. Based on ISO 5660-1 cone calorimeter test results of twenty commercially available North American building materials, a comparative study was conducted between the Canadian flame spread classification and the classifications in Japan, New Zealand and the European Union (Euroclass). The tests and their limitations are described herein, as well as the conceptual frameworks. The results suggest that as materials’ combustibility levels increase, the level of agreement between classifications decreases and remains binary. The choice between the material and system scales is crucial for determining the effective development and implementation of regulations.
无论是使用不可燃建筑还是可燃建筑,都可能因各种原因使用可燃材料,如室内装修、地板和隔热材料。因此,法规在防火分类中如何考虑可燃程度将影响这些建筑的防火安全水平以及建筑行业所有参与者之间的交流。在北美,对可燃性的规定主要是通过斯坦纳隧道测试评估表面火焰蔓延情况。虽然热量测定方法在全球范围内越来越普遍,但将其纳入北美建筑规范的情况仍然非常有限。根据对北美市场上二十种建筑材料进行的 ISO 5660-1 锥形量热计测试结果,对加拿大的火焰蔓延分类与日本、新西兰和欧盟的分类(Euroclass)进行了比较研究。本文介绍了测试及其局限性,以及概念框架。结果表明,随着材料可燃性等级的提高,分类之间的一致程度会降低,并保持二元性。材料尺度和系统尺度之间的选择对于决定法规的有效制定和实施至关重要。
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引用次数: 0
Multiparameter Detection of Summer Open Fire Emissions: The Case Study of GAW Regional Observatory of Lamezia Terme (Southern Italy) 夏季明火排放的多参数探测:意大利南部拉梅齐亚泰尔梅 GAW 地区观测站案例研究
Pub Date : 2024-06-14 DOI: 10.3390/fire7060198
Luana Malacaria, Domenico Parise, Teresa Lo Feudo, E. Avolio, I. Ammoscato, D. Gullì, Salvatore Sinopoli, P. Cristofanelli, Mariafrancesca De Pino, Francesco D’Amico, C. Calidonna
In Southern Mediterranean regions, the issue of summer fires related to agriculture practices is a periodic recurrence. It implies a significant increase in carbon dioxide (CO2) emissions and other combustion-related gaseous and particles compounds emitted into the atmosphere with potential impacts on air quality and global climate. In this work, we performed an analysis of summer fire events that occurred on August 2021. Measurements were carried out at the permanent World Meteorological Organization (WMO)/Global Atmosphere Watch (GAW) station of Lamezia Terme (Code: LMT) in Calabria, Southern Italy. The observatory is equipped with greenhouse gases and black carbon analyzers, an atmospheric particulate impactor system, and a meteo-station for atmospheric parameters to characterize atmospheric mechanisms and transport for land and sea breezes occurrences. High mole fractions of carbon monoxide (CO) and carbon dioxide (CO2) coming from quadrants of inland areas were correlated with fire counts detected via the MODIS satellite (GFED-Global Fire Emissions Database) at 1 km of spatial resolution. In comparison with the typical summer values, higher CO and CO2 were observed in August 2021. Furthermore, the growth in CO concentration values in the tropospheric column was also highlighted by the analyses of the L2 products of the Copernicus SP5 satellite. Wind fields were reconstructed via a Weather Research and Forecasting (WRF) output, the latter suggesting a possible contribution from open fire events observed at the inland region near the observatory. So far, there have been no documented estimates of the effect of prescribed burning on carbon emissions in this region. This study suggested that data collected at the LMT station can be useful in recognizing and consequently quantifying emission sources related to open fires.
在南地中海地区,与农业实践有关的夏季火灾问题时有发生。这意味着排放到大气中的二氧化碳 (CO2) 及其他与燃烧相关的气体和颗粒化合物会大幅增加,从而对空气质量和全球气候造成潜在影响。在这项工作中,我们对 2021 年 8 月发生的夏季火灾事件进行了分析。测量工作在意大利南部卡拉布里亚的世界气象组织(WMO)/全球大气观测(GAW)拉梅齐亚泰尔梅永久观测站(代码:LMT)进行。该观测站配备了温室气体和黑碳分析仪、大气颗粒物影响系统和大气参数计量站,用于确定陆风和海风发生的大气机制和传输特征。来自内陆地区象限的一氧化碳(CO)和二氧化碳(CO2)的高摩尔分数与 MODIS 卫星(GFED-全球火灾排放数据库)在 1 公里空间分辨率下探测到的火灾次数相关联。与典型的夏季值相比,2021 年 8 月的一氧化碳和二氧化碳浓度较高。此外,哥白尼 SP5 卫星的 L2 产品分析也突出显示了对流层大气中二氧化碳浓度值的增长。风场是通过气象研究和预测(WRF)输出重建的,后者表明在观测站附近的内陆地区观测到的明火事件可能对风场有影响。迄今为止,还没有关于该地区明火燃烧对碳排放影响的有据可查的估算。这项研究表明,在 LMT 站收集到的数据有助于识别和量化与明火有关的排放源。
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引用次数: 0
Planning Wildfire Evacuation in the Wildland–Urban Interfaces of Central Portugal 葡萄牙中部荒地与城市交接处的野火疏散规划
Pub Date : 2024-06-14 DOI: 10.3390/fire7060199
Adélia N. Nunes, Carlos D. Pinto, Albano Figueiredo, Luciano Lourenço
In recent decades, wildfires have become common disasters that threaten people’s lives and assets, particularly in wildland–urban interfaces (WUIs). Developing an effective evacuation strategy for a WUI presents challenges to emergency planners because of the spatial variations in biophysical hazards and social vulnerability. The aim of this study was to map priority WUIs in terms of evacuation. The factors considered were the seriousness of the risk of wildfire exposure, and the population centres whose greatest constraints on the evacuation process stemmed from the nature of the exposed population and the time required to travel to the nearest shelter/refuge. An integrated framework linking wildfire hazard, social vulnerability, and the time taken to travel by foot or by car to the nearest refuge/shelter was applied. The study area includes two municipalities (Lousã and Sertã) in the mountainous areas of central Portugal that are in high-wildfire-risk areas and have very vulnerable and scattered pockets of exposed population. The combination of wildfire risk and travelling time to the nearest shelters made it possible to identify 20% of the WUIs that were priority areas for evacuation in the case of Sertã. In the case of Lousã, 3.4% were identified, because they were highly exposed to wildfire risk and had a travelling time to the nearest shelter of more than 15 min on foot. These results can assist in designing effective pre-fire planning, based on fuel management strategies and/or managing an effective and safe evacuation.
近几十年来,野火已成为威胁人们生命和财产的常见灾害,尤其是在野地-城市交接地带(WUIs)。由于生物物理危害和社会脆弱性在空间上存在差异,为 WUI 制定有效的疏散策略给应急规划人员带来了挑战。本研究的目的是绘制优先疏散的 WUIs 图。考虑的因素包括野火风险的严重程度,以及人口中心,其对疏散过程的最大限制来自于暴露人口的性质以及前往最近的避难所/庇护所所需的时间。我们采用了一个综合框架,将野火危害、社会脆弱性以及步行或乘车前往最近的避难所/庇护所所需的时间联系起来。研究区域包括葡萄牙中部山区的两个市镇(Lousã 和 Sertã),这两个市镇都位于野火高风险地区,人口分散且非常脆弱。结合野火风险和前往最近避难所的交通时间,可以确定 20% 的 WUIs 为 Sertã 的优先疏散区域。在 Lousã 的情况中,3.4% 的 WUIs 被确定为优先疏散区,因为它们极易受到野火风险的影响,而且步行到最近的避难所所需的时间超过 15 分钟。这些结果有助于根据燃料管理策略和/或有效、安全的疏散管理设计有效的火前规划。
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引用次数: 0
Predict Future Transient Fire Heat Release Rates Based on Fire Imagery and Deep Learning 基于火灾图像和深度学习预测未来瞬态火灾热释放率
Pub Date : 2024-06-14 DOI: 10.3390/fire7060200
Lei Xu, Jinyuan Dong, Delei Zou
The fire heat release rate (HRR) is a crucial parameter for describing the combustion process and its thermal effects. In recent years, some studies have employed fire scene images and deep learning algorithms to predict real-time fire HRR, which has led to the advancement of HRR prediction in terms of both lightweightness and real-time monitoring. Nevertheless, the development of an early-stage monitoring system for fires and the ability to predict future HRR based on current moment data represents a crucial foundation for evaluating the scale of indoor fires and enhancing the capacity to prevent and control such incidents. This paper proposes a deep learning model based on continuous fire scene images (containing both flame and smoke features) and their time-series information to predict the future transient fire HRR. The model (Att-BiLSTM) comprises three bi-directional long- and short-term memory (Bi-LSTM) layers and one attention layer. The model employs a bidirectional feature extraction approach, followed by the introduction of an attention mechanism to highlight the image features that have a critical impact on the prediction results. In this paper, a large-scale dataset is constructed by collecting 27,231 fire scene images with instantaneous HRR annotations from 40 different fire trials from the NIST database. The experimental results demonstrate that Att-BiLSTM is capable of effectively utilizing fire scene image features and temporal information to accurately predict future transient HRR, including those in high-brightness fire environments and complex fire source situations. The research presented in this paper offers novel insights and methodologies for fire monitoring and emergency response.
火灾热释放率(HRR)是描述燃烧过程及其热效应的重要参数。近年来,一些研究利用火灾现场图像和深度学习算法来预测火灾的实时 HRR,这使得 HRR 预测在轻量化和实时监测方面都取得了进展。然而,开发火灾早期监测系统,并基于当下数据预测未来的 HRR,是评估室内火灾规模、提高防控能力的重要基础。本文提出了一种基于连续火灾现场图像(包含火焰和烟雾特征)及其时间序列信息的深度学习模型,用于预测未来瞬时火灾 HRR。该模型(Att-BiLSTM)由三个双向长短期记忆(Bi-LSTM)层和一个注意力层组成。该模型采用双向特征提取方法,然后引入注意力机制,以突出对预测结果有关键影响的图像特征。本文构建了一个大规模数据集,从 NIST 数据库中收集了来自 40 个不同火灾试验的 27,231 张带有瞬时 HRR 注释的火灾现场图像。实验结果表明,Att-BiLSTM 能够有效利用火灾现场图像特征和时间信息,准确预测未来的瞬时 HRR,包括高亮度火灾环境和复杂火源情况下的瞬时 HRR。本文介绍的研究为火灾监测和应急响应提供了新的见解和方法。
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引用次数: 0
Research on Resistance Characteristics of Fire Zone of Mine Tunnel Fire and Construction of Calculation Model 矿井巷道火灾火区阻力特性研究及计算模型构建
Pub Date : 2024-06-13 DOI: 10.3390/fire7060197
Minghao Ni, Xiaokun Zhao, Wencai Wang, Qiongyue Zhang, Hongwei Wang, Jianing Wang
To investigate resistance change in the fire area of a roadway caused by roadway fires, a mathematical calculation model for thermal resistance is developed. Theoretical research is conducted to analyze the factors influencing resistance change through theoretical derivation, revealing that temperature is a key factor contributing to the change in thermal resistance. By leveraging the correlation between changes in CO concentration and temperature on the downwind side of the roadway within the fire zone, researchers developed mathematical models to predict temperature increases at various points downwind of the fire source. These models were then used to determine the mathematical relationship governing the change in thermal resistance. The accuracy of the numerical simulation software was validated using Fluent numerical simulation software and scaled-down model experiments. Full-scale numerical simulation experiments were conducted to investigate the fire characteristics of roadway fires and validate the thermal resistance mathematical model. The results indicate that the thermal resistance in the numerical simulation is 7.55 Pa at 20m from the fire source and 5.54 Pa at the end of the roadway. The decrease in resistance is linear. The minimum error between the thermal resistance calculated by the mathematical model and the gradient of the pressure drop in the numerical simulation is 0.03 Pa, approximately 2.3%. Furthermore, the fitting degree of the pressure drop in each section is as high as 97.7%. The calculation model demonstrates high accuracy and offers a theoretical foundation for investigating fire resistance in tunnel fire.
为研究巷道火灾引起的巷道起火区域的电阻变化,建立了热阻数学计算模型。理论研究通过理论推导分析影响电阻变化的因素,发现温度是导致热阻变化的关键因素。通过利用火灾区域内道路下风侧一氧化碳浓度变化与温度之间的相关性,研究人员建立了数学模型,以预测火源下风处各点的温度升高情况。然后利用这些模型确定热阻变化的数学关系。使用 Fluent 数值模拟软件和缩小模型实验验证了数值模拟软件的准确性。进行了全尺寸数值模拟实验,以研究巷道火灾的起火特征并验证热阻数学模型。结果表明,数值模拟的热阻在距火源 20 米处为 7.55 Pa,在巷道末端为 5.54 Pa。热阻呈线性下降。数学模型计算的热阻与数值模拟的压降梯度之间的最小误差为 0.03 Pa,约为 2.3%。此外,各段压降的拟合度高达 97.7%。该计算模型具有很高的准确性,为研究隧道火灾的耐火性提供了理论基础。
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引用次数: 0
Relationship between Decision-Making Styles and Leadership Styles of Portuguese Fire Officers 葡萄牙消防员的决策风格与领导风格之间的关系
Pub Date : 2024-06-12 DOI: 10.3390/fire7060196
Carlos Rouco, Pedro Marques-Quinteiro, Vítor Reis, Isabel Duarte
Numerous studies in management and leadership indicate that one’s decision-making style is reflective of one’s leadership style. In the context of civil protection and the fire service, the ability of the fire officers to adopt the best style of decision-making and leadership in each situation represents a critical factor of success. Therefore, the present study was designed to examine the relationship between decision-making and the leadership style of fire officers. For this study, a quantitative method was used, with the application of questionnaires with closed questions. A sample of 346 officers of Portuguese fire stations answered the questionnaire. Correlations between styles are consistent with findings from other studies. Decision-making styles directly influence the leadership styles adopted. Fire officers prioritize people and social concerns, involving teams in decision-making. Research shows positive correlations between participants’ roles, conceptual decision-making, and relation-focused leadership. Higher academic degrees are associated with relationship-focused leadership. Behavioral decision-making mediates the impact of education on leadership styles.
管理和领导方面的大量研究表明,一个人的决策风格反映了他的领导风格。就公民保护和消防服务而言,消防员在各种情况下采用最佳决策和领导风格的能力是成功的关键因素。因此,本研究旨在探讨决策与消防员领导风格之间的关系。本研究采用了定量方法,通过封闭式问卷进行调查。葡萄牙消防站的 346 名消防员回答了问卷。各种风格之间的相关性与其他研究结果一致。决策风格直接影响所采用的领导风格。消防员优先考虑人和社会问题,让团队参与决策。研究表明,参与者的角色、概念决策和注重关系的领导方式之间存在正相关。高学历与注重关系的领导力相关。行为决策是教育对领导风格影响的中介。
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引用次数: 0
CFD Simulation to Assess the Effects of Asphalt Pavement Combustion on User Safety in the Event of a Fire in Road Tunnels 进行 CFD 模拟以评估公路隧道发生火灾时沥青路面燃烧对用户安全的影响
Pub Date : 2024-06-12 DOI: 10.3390/fire7060195
C. Caliendo, Isidoro Russo
This paper presents a specific 3D computational fluid dynamics model to quantify the effects of the combustion of asphalt road pavement on user safety in the event of a fire in a bi-directional road tunnel. Since the consequences on tunnel users and/or rescue teams might be affected not only by the tunnel geometry but also by the type of ventilation and traffic flow, the environmental conditions caused by the fire in the tunnel under natural or longitudinal mechanical ventilation, as well as congested traffic conditions, were more especially investigated. The simulation results showed that the combustion of the asphalt pavement in the event of a 100 MW fire, compared to the case of a non-combustible road pavement, caused (i) an increase in smoke concentrations; (ii) a greater number of users exposed to the risk of incapacity to escape from the tunnel; (iii) a more difficult situation for the firefighters entering the tunnel upstream of the fire source in the case of natural ventilation; (iv) a higher probability of the domino effect for vehicles queued downstream of the fire when the tunnel is mechanically ventilated.
本文介绍了一种特定的三维计算流体动力学模型,用于量化双向公路隧道发生火灾时沥青路面燃烧对用户安全的影响。由于对隧道使用者和/或救援队造成的后果不仅可能受到隧道几何形状的影响,还可能受到通风类型和交通流量的影响,因此对隧道内自然通风或纵向机械通风以及拥堵交通条件下火灾造成的环境条件进行了更深入的研究。模拟结果表明,与不可燃路面相比,在发生 100 兆瓦火灾时,沥青路面的燃烧会导致:(i) 烟雾浓度增加;(ii) 更多用户面临无法从隧道逃生的风险;(iii) 在自然通风的情况下,进入火源上游隧道的消防人员处境更加困难;(iv) 在机械通风的情况下,火灾下游排队车辆出现多米诺骨牌效应的概率更高。
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引用次数: 0
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