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主管:中华人民共和国应急管理部
主办:应急管理部天津消防研究所
ISSN 1009-0029  CN 12-1311/TU

Table of Content

    15 January 2022, Volume 41 Issue 1 Previous Issue    Next Issue

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    Test of cable fire smoke characteristics and experimental study of acoustic agglomeration to eliminate smoke
    LV Hong-kun1, LIN Chen-yu2, YU Bin1, ZHANG Guang-xue2
    2022, 41 (1):  5-10. 
    Abstract ( 1725 )  
    Due to the needs of urban construction, more and more cities adopt underground cable tunnels to transmit electricity. The tunnel fire accidents threaten city safety and power transmission seriously. The smoke generated by the cable fire is an important factor hindering the rescue process of firemen. The current existing smoke control methods mainly consider how to discharge the smoke from the tunnel quickly from the perspective of tunnel ventilation, mainly including natural smoke exhaust and mechanical smoke exhaust, which has certain limitations. Acoustic agglomeration is the process in which an intense sound field is applied to promote relative motion and rapid agglomeration among aerosol particles. The existing literature show that the use of acoustic agglomeration technology can effectively eliminate polystyrene fire smoke, and the characteristics of power tunnel fire smoke are similar to polystyrene.So we attempt to use acoustic agglomeration technology to eliminate power tunnel fire smoke.The TSI 3330 optical particle size analyzer was used to measure the particle size of fire smoke particles, the results show that the particle size of VV cable smoke is mainly distributed around 1 μm, while YJV cable smoke contains more 0.3 μm particles in addition to fine particles of about 1 μm submicron particles. By measuring the transmitted light intensity, the smoke transmittance, visibility, smoke rate and other parameters can be calculated. The smoke generation characteristics of cable fire smoke under the conditions of horizontal and vertical laying was tested. Smoke generation characteristics of cable outer sheath, filling layer and insulating layer, the smoke generation characteristics of the cable under continuous heating, heating for 20 s and heating for 50 s, were tested too. The results show that the cable material has a greater impact on its combustion and smoke production. The VV cable produces a large amount of smoke. After burning for about 60 s, its light transmittance drops to around 0.2, while the YJV cable produces less smoke than the VV cable; When burning horizontally, the overall light transmittance of smoke is lower than that of vertical burning; the smoke produced by the outer sheath material of the cable is the most after burning, and the light transmittance drops to around 0 at about 60 s, and the agglomeration chamber is filled with a lot of white smoke.Lastly, the acoustic agglomeration platform was built to eliminate smoke in power tunnels. The sound wave is generated by a signal generator, amplified by a power amplifier, and then driven by a compression driver to sound, to analyze the change of light transmittance of cable fire smoke with and without sound wave. The result shows that acoustic agglomeration can quickly increase the visibility of cable fire smoke. When the sound power is 12 W and the frequency is 1.5 kHz, it only takes 0.2 min to increase the light transmittance of the reunion room to 0.6, reaching the threshold of safe escape. Frequency is the key parameter when sonic smoke is eliminated. The agglomeration effect of cable fire smoke is very sensitive to the frequency of sound waves. The best frequency of cable fire smoke is 1.5 kHz. The smoke effect has a greater impact. The greater the sound power, the better the smoke suppression effect. When the sound power reaches a certain level, the rate of increase in the reunion efficiency slows down.
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    Overpressurization prediction for cylinder tank of LPG due to leakage fire
    HUI Wen-ying1, NIU Jian-zhuang1, ZHU Yuan2
    2022, 41 (1):  11-14. 
    Abstract ( 1551 )  
    The LPG tanks with the form of cylinder shape are taken into investigation, the root cause of the overpressurization is that the fire increases the pressure in the tank, then the pressure promotes the leak, and the leak aggravates the fire again. Combining the equations of mass and energy conservation, the Hertz-Knudsen equation, the prediction formula for pressure vessel rupture and so on, the model for overpressurization of cylinder tank of LPG due to leakage fire is established and then verified by an accident. Through the analysis of the pressure in the tank during the accident, when the liquid phase of LPG in the tank is heated by fire, both the jet fire and pool fire of LPG can cause the tank to fail due to overpressure, and the tank is broken more quickly under jet fire. The overpressurization time for the tank is shorten with high filling coefficient. With the analysis of tank overpressurization under the conditions of various leak sizes, the tank will not fail when the leak size is less than the safety critical leak size, and the tank fails fastest when the leak size is equal to the most dangerous leak size. In the event of a leakage fire of LPG tank, it is recommended to judge the accident situation carefully according to gas phase or liquid phase heating, fire types, leak sizes, etc., then decide on the emergency plan, and always beware of explosion caused by overpressure failure of tank.
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    Influence of different external heat power and air pressure on thermal runaway of pouch lithium-ion batteries
    CHEN Xian-tao, ZHAO Yi-fan, ZHANG Xu, SUN Qiang
    2022, 41 (1):  15-20. 
    Abstract ( 1573 )  
    Thermal runaway experiments of lithium-ion batteries in different low-pressure environments (90, 70 kPa and 50 kPa) were carried out, and three lithium-ion battery thermal runaway experimental platforms were built using heating plates, radiant rings and radiant plates. Change the heating conditions and observe the thermal runaway fire behavior, temperature changes, heat release rate, total heat release, oxygen consumption and CO2 generation changes of the pouch package lithium-ion battery under low pressure. The decrease in pressure would cause insufficient oxygen in the combustion phase of the lithium-ion battery, resulting in insufficient combustion reaction between combustible substances and oxygen in the battery, resulting in a decrease in the peak temperature of the battery surface, heat release rate, total heat release and oxygen consumption, and thermal runaway. The time point was delayed backward. The thermal runaway or behavior of the battery was different under the action of different external heat sources. When the radiant ring was used as the external heat source, the battery is heated as a whole, and the internal side reaction rate is faster, and thermal runaway would occur earlier than the heating plate group and the radiating plate group. Under the pressure of 90 kPa, the CO2 volume of the radiant panel group is the largest, 2.743 7%, indicating that the combustion reaction was more thorough and the thermal hazard was stronger.
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    Research on thermal runaway characteristics of lithium manganate battery
    DONG Hai-bin, XIAN Xue-lei,MA Jian-qin, YI Cheng-yi
    2022, 41 (1):  21-24. 
    Abstract ( 1645 )  
    Square lithium manganate battery was taken as the research object, and the thermal runaway temperature of battery was studied by ARC adiabatic calorimeter. The thermal runaway temperature of lithium manganate battery was obtained as 211.16 ℃ through tracking search. In terms of thermal runaway characteristics induced by different triggering modes of heating and overcharging, when the battery is triggered by heating, only white smoke will be sprayed for many times after thermal runaway, with no flame, and the highest surface temperature of the battery is 411.5 ℃. When the overcharge triggers thermal runaway, the battery body bulges significantly. Violent flame is sprayed immediately after explosion, and stable combustion is achieved after a certain period of time. Finally, open flame combustion weakens and dies out, and the maximum surface temperature of the battery is 155.7 ℃. During the test, the temperature of the positive and negative electrode ears and the surface of the battery were collected. When the temperature of the electrode ears and the surface of the battery was greater than 80 ℃ and the temperature rise rate was greater than 1 ℃/s and lasted for more than 3 s, it was proved that the battery had thermal runaway, and the above parameters could be used as the basis for determining the thermal runaway of the battery.
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    Comparative research on flame segmentation models based on deep learning
    ZHU Hong, WANG Hai-lei, ZHANG Hao-xuan, CHEN Peng
    2022, 41 (1):  25-30. 
    Abstract ( 1559 )  
    Due to the lack of flame segmentation data set, the application of traditional image segmentation methods on flame segmentation study is inadequate, and the model comparison test is not enough. To deal with these problems, based on the construction of the flame segmentation data set, 4 kinds of semantic segmentation models and 2 kinds of backbone networks which perform well in public dataset were chosen for training and testing, and were compared and analyzed under different application scenario. Experimental results showed that, U-Net model has better effect in the flame segmentation, in which U-Net+Resnet50 has the best comprehensive effect, while U-Net+Mobilenet V2 has slightly worse effect, but higher running speed.
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    Analysis of the consequences and measures of vapor cloud explosion in tunnels with parallel pipelines
    LIU Kui-rong1, YU Dong-liang1,LIAO Ke-xi2, WU Dong-rong1
    2022, 41 (1):  31-35. 
    Abstract ( 1667 )  
    simulation. The results showed that: With the increase of leakage time, the volume of combustible gas leaking from small holes is increasing, while which from larger hole reaches the peak value first, and then decreases. Based on the explosion simulation of leakage gas cloud, it was found that the overpressure increases with the increase of axial distance from the explosion source, and the more combustible gas, the more serious the explosion, and the overpressure is up to 143.838 kPa; Between the mitigation measures, the replacement of tunnel portal is effective to alleviate the explosion consequence in most of scene, and the overpressure can be reduced by more than 44.45%; While the addition of filler is more suitable for mitigating the explosion of small combustible gas cloud, and the overpressure can be reduced by 57.72%.
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    Triggering mechanism and risk of short circuit fire of waste li-ion battery
    YIN Wei-xing
    2022, 41 (1):  36-40. 
    Abstract ( 1558 )  
    The triggering mechanism of short-circuit fires of waste li-ion batteries was studied, and the risk of battery storage was evaluated quantitatively. A short-circuit test was carried out on the waste li-ion battery in the actual storage environment. The results showed that the risk of contact between the positive and negative ears of the waste li-ion battery is far greater than that of connecting through other conductive materials. The short-circuit test of the waste li-ion battery under different SOH conditions showed that low capacity of waste li ion batteries may make the battery more prone to uncontrolled ignition. Under conditions of 100% SOC (battery state of charge), the surface temperature of waste li ion batteries in the experiments will rapidly rise to the peak temperature and catch fire out of control.
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    Finite element analysis on the temperature distribution of CFST columns with local damage of fire protection
    ZHOU Wei1, BI Ying2, ZHAO Lei3
    2022, 41 (1):  41-47. 
    Abstract ( 1521 )  
    Local damage of sprayed fire protection of concrete-filled steel tubular (CFST) columns could happen in engineering practices, which may affect the temperature field and further the fire resistance of the column. To obtain the temperature distribution of CFST columns with local damage of fire protection and provide recommendations for the fire design of the locally-damaged columns, a finite element model was developed using ABAQUS. The influences of coefficient of the cross-section shape, column length, location and length of the damaged fire protection, thickness and thermal properties of the fire protection on the temperature distribution were analyzed. The development of temperature in a circular section is similar to that in a square section and the former is slightly higher than the latter. Based on geometric symmetries, the conditions in which the fire protection is damaged at two ends or mid-height of the column could be equivalent to the condition of the one-end damage. The local damage of fire protection only influences the temperature of the CFST column within a limited area. The length of the affected area increases with the increases of the heating time, the damage length, the thickness of the protection and the decreases of the thermal conductivity of the protection and the coefficient of the cross-section shape.
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    Simulation on the smoke movement under the synergistic effect of longitudinal ventilation and natural smoke exhaust of sidewall opening shaft
    CHEN Fu-bin1, LI Zhi-sheng2, JIANG Hao-kai2, ZHANG Yu-chun2
    2022, 41 (1):  48-52. 
    Abstract ( 1529 )  
    In order to explore the characteristics of fire smoke transport in mountain tunnel, two typical fire source powers (20 MW and 50 MW) were selected by numerical simulation method to analyze the influence of fire source position on temperature distribution under tunnel roof, smoke transport rate and mass flow rate in shaft smoke under different longitudinal wind speeds. The results show that when the longitudinal wind speed is lower than 3 m/s, the temperature along the path of the upstream of the fire source decreases gradually with the increase of the longitudinal wind speed, while the temperature along the path of the downstream of the fire source shows an opposite trend with the increase of the longitudinal wind speed. When the fire source is near the shaft, the smoke spreading speed in the upstream and inside the shaft is higher than that in the far end of the shaft. When the fire source was far away from the shaft, the mass flow of smoke in the shaft reached the peak value of about 2 m/s with the longitudinal ventilation, while when the fire source was close to the shaft, the mass flow of smoke in the shaft reached a higher level when the longitudinal wind speed was low.
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    A case study on safety evacuation of large covered mall with common pedestrian area
    ZHANG Guo-qing
    2022, 41 (1):  53-57. 
    Abstract ( 1676 )  
    As a new type of building, covered mall with common pedestrian area have caused serious hidden dangers to the safe evacuation of people due to the large flow of people and the intricate electrical environment. This paper takes a large covered mall with common pedestrian area as an example. According to the design concept of building performance-based fire protection, fire analysis is carried out. FDS simulation software is used to establish a smoke flow model to simulate the smoke flow in different fire scenarios, and the Building-Exodus software is used to simulate the safe evacuation of people. According to the temperature, visibility and CO concentration index of each floor when the fire occurs, it provides more reliable data for the safe evacuation of people in the large covered mall with common pedestrian area.
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    Influence of cross-section shape and slope on smoke spread in tunnel fires
    TANG Hai-feng
    2022, 41 (1):  58-61. 
    Abstract ( 1508 )  
    Seven full-size straddle monorail tunnel models with different cross-section shapes were established through numerical simulation. It was found that the ceiling temperature in the rectangular tunnels was generally higher, followed by tunnels with vaults, and the ceiling temperature in square tunnels was generally lower. The temperature at the bottom of the circular tunnel was the lowest among all the tunnels. Under the condition of large fire power, the slope had little effect on the critical wind speed. However, the effect of slope on the critical wind speed was more obvious far from the fire source: with the increase of slope, the control wind speed in the uphill direction decreased significantly, while it increased slowly in the downhill direction.
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    Study on the fire risk of different varieties of rice in granary
    WANG Jing-wen, QIU Shui-lai, SONG Lei, HU Yuan
    2022, 41 (1):  62-66. 
    Abstract ( 1686 )  
    Food is the foundation of human survival, the basis of economic development of all countries, and an important guarantee for national security. China is a big country in food production, consumption, and reserve. Therefore, ensuring the safety of grain reserves is of great strategic significance for the development and security of China. Stored grain consisting of carbon, hydrogen, oxygen, nitrogen, and sulfur is easy to burn, and the burning process of stored grain produces a lot of heat and toxic smoke, capable of causing huge fire disaster. A cone calorimeter was used to study the combustion behavior of rice samples of different varieties in Anhui province, China. The cone calorimeter is mainly composed of five parts: analysis balance, sample tray, ignitor, conical heater, and oxygen analyzer. A tinfoil paper was placed at the bottom and side of a sample container to expose the upper surface of 100 mm×100 mm, and the sample container was kept 25 mm away from the bottom of the cone calorimeter. The combustion behavior of the samples was tested at different heat radiation intensities (25, 35, 45 and 55 kW/m2) to obtain the heat release rate, peak heat release rate, total heat release rate, total smoke production, time to ignition, fire performance index, and fire growth index. The laser Raman spectrometer was excited by the backscattering of 514.5 nm argon laser line, and the intensity ratio ID/IG in Raman spectroscopy was used to characterize the graphitization degree of the sample. The results showed that under the same thermal radiation intensity, the glutinous rice with the lowest flamer had highest smoke risk, whereas there was no significant difference between the japonica rice and indica rice at both risks. Under 25 kW/m2 of thermal radiation, the fire performance index value of glutinous rice was 2.1 s·m2/kW, which was 185.1% and 106.9% higher than that of japonica rice and indica rice, respectively. Meanwhile, the fire spread index value of the glutinous rice was the lowest (0.31 kW/(m2·s)), which was 64.0% and 55.7% lower than that of japonica rice and indica rice, respectively. Additionally, the total smoke production of glutinous rice was 23.9% and 15.1% higher than that of japonica rice and indica rice, respectively. With the increase in thermal radiation intensity (from 25 to 55 kW/m2), the time of ignition difference between samples decreased, and the peak heat release rate of rice samples increased from 100 to 180 kW/m2. The ID/IG value of glutinous rice was 3.1, which was much higher than that of indica and japonica, indicating that the graphitization degree of char residue for glutinous was low after combustion. The thermal radiation energy of glutinous rice accumulated a lot before ignition, and the accumulated heat energy was released after ignition, which promoted its full combustion in return. Those results reveal the flame and smoke hazards of rice with different varieties, and provide theory and data reference for fire risk prevention and control of grain storage depots. It is worth noting that the differences in physical structure and chemical composition for different kinds of grains (such as corn, wheat, and soybean, etc.) may also have different combustion mechanisms and evolution rules. Additionally, due to the differences in climate and environment of different regions, the composition and burning behavior of grain may also be different. We suggest that appropriate fire safety evaluation standards should be established for grain storage in different regions and varieties, which can provide an important reference for constructing a fire safety evaluation system for grain storage in China.
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    Accident analysis and hazard identification of hazardous chemicals transportation in coastal areas of China
    LUO Cheng1, ZHOU Chuan-gui2, LU Ya-ni1
    2022, 41 (1):  67-71. 
    Abstract ( 1934 )  
    In order to explore accident characteristics and identify relevant risk factors, this paper takes 362 hazardous chemical road transport accidents in coastal areas of China during 2016-2020 as an example. Statistical analysis is carried out from the time distribution of accidents, province distribution, category and form of hazardous chemicals, accident type, accident cause and other aspects. The results showed that: in the past five years, the transportation accidents of hazardous chemicals in China have been decreasing year by year. May, September and December of each year is the peak period of accidents. The morning of each day is the peak period of accidents. In coastal areas, Guangdong, Jiangsu and Zhejiang provinces have a larger number of hazardous chemical accidents. The number of liquid hazardous chemical accidents are high. The number of explosive hazardous chemical accidents is small but the consequences are serious. The driver and environmental factors are the most critical, among which the driver's illegal operation, rainy days, curves can easily lead to transportation accidents.
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    Numerical simulation on fire characteristics of fracturing trucks for shale gas construction site
    TANG wei1, WANG Wen-lin2, WANG Wen-he3, HUANG You-bo3
    2022, 41 (1):  72-75. 
    Abstract ( 1539 )  
    The FDS was carried out to simulate the fracturing truck fire. The present study mainly focuses on the evolution process of the fracturing truck fire, fire development scale and failure range of the fracturing truck fire. The flame length, temperature and heat radiation distribution were obtained. Based on the fire and combustion process of a single fracturing truck, the fracturing truck unit fire at the fracturing site was simulated. In addition, the movement range and fire scale of the fracturing truck between the truck unit after fire were obtained. The present study can provide practical reference for fire emergency of the fracturing truck.
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    Simulation research on alert zones of city gas pipeline leakage based on multi-factor
    DING Xie-bin
    2022, 41 (1):  76-81. 
    Abstract ( 1506 )  
    The paper takes the city gas pipeline leakage alert zones as the research object. By establishing regional typical scenes, a series of different univariate comparison scene combinations, including pipeline pressure, leakage duration, wind speed, temperature, and solar radiation intensity, are set to simulate pipeline damage and combustible gas leakage and diffusion behavior. It is proposed that the steady-state arrival time and the size of the influence range are used as characteristic indicators to compare and analyze the influence of different condition variables. The results show that, within each univariate scenario group, the inhalation toxicity range is the smallest; the flammable range is the largest, and the ranges at all levels are slightly larger than the explosion damage range. comparing each univariate scene group horizontally, in the case of continuous leakage, the leakage duration does not affect the sizes of the three danger zones of inhalation toxicity, flammability, explosion damage and steady-state arrival times, but only affects the maintenance time of the impact range. the other four parameters affect the sizes of the danger zone and steady-state arrival times to varying degrees; the degree of influence is: pipeline pressure> wind speed> solar radiation> ambient temperature. Under univariate comparison conditions, the values of the three hazard ranges and steady-state arrival times increase with the increase of pipeline pressure or ambient temperature, and decrease with the increase of wind speed or solar radiation intensity. Obtain the quantitative influence and change trend of the two characteristic indicators with different values of each variable. Comparing the two types of gas leakage accident scenarios, continuous leakage and instantaneous leakage, the different rules are obtained. And a targeted analysis puts forward the key points that the fire rescue team should pay attention to when dealing with urban gas pipeline leakage accidents.
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    Experimental study on the effectiveness of water spray systems in suppressing electric vehicle fires
    QIU Ming-Zhe1, CUI Yan2, NIU Shuai-Jie2, CONG Bei-Hua3
    2022, 41 (1):  82-86. 
    Abstract ( 1624 )  
    To solve the problem that existing fire firefighting methods are difficult to extinguish electric vehicle fires effectively, a water spray thermal attenuation fire suppression system and a trailer-mounted water spray fire suppression system were designed. The effects of these water spray systems were evaluated via full-scale electric vehicle fire tests. Under the working conditions of the tests, the results indicated that the water mist thermal attenuation fire suppression system could effectively suppress and cool the flame at the vehicle chassis but had a poor cooling effect on the cockpit flame, resulting in the re-ignition of combustibles of the cab. The trailer-mounted water spray fire suppression system could not suppress the jet fire at the vehicle chassis, and its effectiveness in extinguishing the flame inside the vehicle needs to be further investigated.
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    Experimental study on foam extinguishment of methanol and isopropanol pool fires
    BAO You-quan1, WANG Lu1, ZHI Hui-qiang1, CHANG Ying2
    2022, 41 (1):  87-90. 
    Abstract ( 1614 )  
    The development process, cooling protection and foam extinguishment of methanol and isopropanol pool fires with diameter of 2.5 m were studied. The results showed that the isopropanol pool fire develops faster than the methanol pool fire during the initial burning stage. Cooling the tank wall with water could significantly influence the development of pool fires. Affected by the dehydration effect of liquid surface and flame, there was a time delay between the release of firefighting foam onto the liquid surface and influence on the pool fire. As the application rate of the foam solution increased, the delay time was shortened.The optimum application rates of foam solution for successful fire extinguishment of methanol and isopropanol pool fires with a diameter of 2.5 m were determined as 4.26 , 5.02 L/(min·m2), respectively.
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    Application of PSO optimized ELM in fire detection
    ZHENG Hao-tian1, ZHANG Shu-chuan1,ZHU Jun-qi2
    2022, 41 (1):  91-94. 
    Abstract ( 1541 )  
    In order to improve the accuracy of fire detection and avoid the standard ELM falling into local optimization, this paper constructs a fire detection model based on the fire characteristic value CO concentration, smoke concentration and temperature, and optimizes the ELM input layer and the hidden layer weight and bias through PSO. The best optimal value is used to train the extreme learning machine network, and the trained network is used to predict the test samples and verify the effectiveness of the method. The study shows that the mean square root error (RMSE) of PSO-ELM is 1.403%, the average absolute error (MAE) is 1.055%, and the average absolute percentage error (MAPE) is 1.183%. Compared with BP, GA-BP and ELM models, the algorithm accuracy and generalization ability are obviously improved. At the same time, PSO-ELM model training speed is faster, can improve the fire detection ability more efficiently.
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    The application feasibility of superfine powder extinguishing equipment on oil-immersed transformer
    ZHANG Jia-qing1, LUO Sha2,HONG Qing-quan3, CHEN Tao4
    2022, 41 (1):  95-99. 
    Abstract ( 1546 )  
    The suppression effectiveness of superfine powder extinguishing equipment for transformer oil fire under different conditions was studied through a series of fire suppression experiments with 1 m2 transformer oil fire, and the technical feasibility of applying the superfine powder extinguishing equipment on oil-immersed transformer was also analyzed. The results show that the 4 kg superfine powder extinguishing equipment can quickly and effectively extinguish the oil-immersed transformer initial fire with base oil temperature not more than 155 ℃ and preburning time not more than 5 min,so that it does not reignite. The results also show that the preburning time significantly affects whether the transformer oil fire will reignite, and the transformer oil fire will reignite after extinguished by superfine powder when the preburning time exceeds 10 min. The results prove that it is technically feasible to use the superfine powder extinguishing equipment to extinguish the initial fire of oil-immersed transformer. It is suggested that the suitable distance between the outlet of superfine powder extinguishing equipment and the key part of oil-immersed transformer is 1.7~2.0 m in practical engineering.
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    Optimal design of smoke fire extinguishing device in modular data center
    LIU Jian-xiang1,2, LI Zong1,ZHAO Zhi-peng1,2, LI Shao-peng1,2
    2022, 41 (1):  100-103. 
    Abstract ( 1577 )  
    The paper designs the smoke-sensing fire-extinguishing device for fire detection and extinguishing, aiming at the problems of low sensitivity of fire detection, low efficiency of fire extinguishing medium, and danger in pressure storage design of modular data center. Based on Mie scattering principle, active air sampling smoke detection technology is used for early fire detection. The optical simulation software is used to simulate the optical path of the detection chamber, and the structure of the detection anechoic chamber is optimized. A non-pressure-storing, clean and environment-friendly perfluorohexanone fire extinguishing device was invented. The device has multi-level early warning and alarm design. According to the test, the concentrations of initial, medium and advanced early warning of the device are 0.05 db/m, 0.11 db/m and 0.21 db/m respectively. The smoke sensitivity is class I, the average spraying time of fire extinguishing agent is 7.2 s, and the average extinguishing time is 11.2 s. It has high sensitivity and good fire extinguishing ability, which can ensure the safe operation of data center equipment.
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    Multi-sensor fire detection technology based on MK-XGBoost algorithm
    LI Chen-hui1,2, HU Xiao-yin1, XIAO Duo1, QI Wei1
    2022, 41 (1):  104-107. 
    Abstract ( 1572 )  
    Aiming at the shortcomings of missing alarms, false alarms in single sensor prediction, this paper proposes a MK-XGBoost fire detection technology based on multi-sensor data fusion. By collecting the temperature, smoke concentration and CO concentration in a confined space, a trend factor is generated based on the Mann-Kendall method. The factor is positively related to the intensity of the upward trend. Then the fire data and the trend factor are input into the XGBoost algorithm as features to determine if a fire occurred. The simulation was carried out under the software FDS and MATLAB. Compared with the original algorithms of SVM and XGBoost, the simulation results show that the accuracy of fire detection is 98.0%, and the recognition time is increased by 0.9 s. Therefore, the MK-XGBoost algorithm can effectively improve the accuracy of fire recognition.
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    Research on UAV fire detection and PTZ tracking based on YOLOv2-Tiny
    LI Jun-jie, MAO Peng-jun, DAN Wen-hui, SU Kun
    2022, 41 (1):  108-112. 
    Abstract ( 1707 )  
    Aiming at the limited environment of PC (Personal Computer) in the application of UAV fire detection, a method of UAV fire detection and PTZ tracking based on YOLOv2-Tiny is proposed. First, perform pre-training on the improved YOLOv2-Tiny model to obtain the optimal YOLOv2-Tiny model, and deploy the optimal YOLOv2-Tiny model on the K210 development board. Secondly, transmit the detected fire image to the cloud and transfer the fire frame. The distance parameter between the selection center and the image center is passed to the PID process to control the pan-tilt to realize real-time fire tracking. Finally, the ability of fire detection and pan-tilt tracking is verified through the actual flight of the drone. The experimental results show that compared with the YOLOv2 model, YOLOv2-Tiny has a higher detection rate on the test set, the detection rate reaches 96.66%, and the detection speed reaches 14 frame persecond. The PTZ tracking center position pixel error (CPE) is lower than 5, and the UAV attitude angle remains relatively stable during real-time detection and tracking. This research has potential in real-time fire detection.
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    Design and experiment of the automatic sewing machine for rectangular fire ventilation pipe
    HU Shao-hua1,CAI Wei2,3
    2022, 41 (1):  113-115. 
    Abstract ( 1546 )  
    Fire ventilation pipe is one of important parts of building for smoke exhaust and ventilation. At present, sewing the two sides of the rectangle fire ventilation pipe by manual operation brings to low efficiency and high labor intensity. Therefore, it is necessary to finish automatically the process with machines. However, the rectangular fire ventilation pipe has many characteristics, including various?sizes, poor body stiffness and easy deforming of thin wall, which lead to the difficulty to sew automatically the pipe. In order to solve the problem of automatic sewing fire ventilation pipe, a method is proposed that sews the two sides of fire ventilation pipe with hydraulic double heads and double rolling heads driven by hydraulic mechanism. The two right angle ends of the stitching edge are used for positioning and clamping, which solves the problem of requiring multi specification tooling and frequent replacement of tooling during processing; Hydraulic double ends are used to clamp and support the rolling surface, which effectively increases the stiffness of pipe and solves the problem of deformation of the fire ventilation pipe during rolling; The rolling head uses a gradual four-wheel design to reduce the pressure on the pressed surface and ensure that the fire ventilation pipe is not deformed during one -time sewing. The experimental results of the prototype show that the automation can meet the side sewing process requirements of fire ventilation pipes of different specifications, the processing time is less than 1 minute, and the efficiency is improved by more than 80%.
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    Fabrication and properties of halogen-free inorganic flame-retardant solvent
    SONG Yi, MA Wen-long, LIU Jun-ling,YUAN Zhi-zhong
    2022, 41 (1):  116-119. 
    Abstract ( 1554 )  
    The flame-retardant effect, stability in acid or alkaliand thermostability of solutions prepared by three kinds of halogen-free inorganic water solutions were studied in this paper. Results show that through comparative combustion experiments of seven samples, the solution with the best flame-retardant effect is the one with the ratio of Al2(SO4)3·18H2O, Fe2(SO4)3 and Na2SiO3·9H2O as 10:15:5. The paper tissue soaked with this solution did not burn out after 190 s. Its total heat release (THR) and total smoke production (TSP) are only less than 1/4 and 1/46 of those of the comparative sample, respectively. This solution is stable in a small amount of alkali and with temperature under 70 ℃. Moreover, the residual after the combustion is degradable and easy to recycle. This flame-retardant solution is easy to fabricate, low cost, remarkable in flame retardancy and environmentally friendly.
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    Effect of combustion conditions on smoke production characteristics of PVDF film
    ZHAO Xia1,2, GAO Shi-jie1,2, LIU Jian-yong1,2, WU Xin1,2
    2022, 41 (1):  120-122. 
    Abstract ( 1576 )  
    The small-scale smoke production characteristics of PVDF film were studied under different thermal radiation intensities with or without ignition flame. Then the specific optical density, mass loss rate, smoke composition and other parameters of PVDF film were tested. It is found that when the heat radiation intensity reached 50 kW/m2, the PVDF film will burn no matter whether there is ignition flame or not; In the case of PVDF film ignited, the specific optical density of each mode has little change, but the specific optical density is the largest in the case of non ignited. At the same time, under the same ignition flame, the higher the thermal radiation intensity, the higher the mass loss rate of PVDF film; Under the same thermal radiation intensity, the mass loss rate of the mode with pilot flame is higher than that without pilot flame. In addition, the main harmful flue gas components released by PVDF film combustion are CO, CO2 and incomplete combustion hydrocarbons, as well as a small amount of HCN and SO2; Under the same thermal radiation intensity, the sample released more CO2 and CO in the mode with pilot flame than in the mode without pilot flame; Under the same ignition mode, the higher the thermal radiation intensity is, the more CO2 and CO will be released.
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    The study of the pyrolysis and reaction of flame retardant cables
    NAN Wei, WU Ai-jun
    2022, 41 (1):  123-127. 
    Abstract ( 1530 )  
    The pyrolysis processes of polyethylene (PE) insulating and polyvinyl chloride (PVC) sheath materials in nitrogen at different heating rates were studied. The results showed that the thermo-loss (TG) curves of the two materials are basically the same pattern when the effect of the heating rate is neglected. The kinetic parameters of the single-component pyrolysis process were investigated. The average activation energies of the PVC and PE pyrolysis processes were obtained by 2 kinds methods as 163.77, 269.5 kJ/mol and 119.456, 251.449 kJ/mol, respectively. The pyrolysis products of PVC sheath materials included water, hydrogen chloride, chlorinated hydrocarbons and other hydrocarbons. The pyrolysis process of PE insulation materials was dominated by alkane functional groups in the first half of the process, and different kinds of olefin functional groups as well as other hydrocarbon functional groups were generated in the second half.
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    Exploration and reflection on the construction paths of training base for forest fire fighting
    WANG Pei1, QI Fang-zhong1,2, GUO Zan-quan1,2
    2022, 41 (1):  128-132. 
    Abstract ( 1607 )  
    With the rapid development of the forest fire fighting force in China, the shortage of professionals and the lack of team practical ability are becoming increasingly emerging. Forest fire fighting training base is the key task of the national forest fire prevention plan from 2016 to 2025. It is an important platform for forest firefighters to have the vocational training and qualification certification, as well as to provide practical training for professional forest fire fighting teams. This paper analyzes and studies the necessity of the construction of forest fire fighting training base, especially its main contents. The paper puts forward the overall construction plan from the system framework, site layout, facilities and equipment, training courses and teaching staff. The purpose of this paper is to provide some ideas for building training bases of forest fire fighting and promoting the professional development of its team.
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    Application of intrinsic safety theory on fire safety management
    ZHANG Hua
    2022, 41 (1):  133-136. 
    Abstract ( 1600 )  
    In the social fire control management, the practice of continuous strict prevention can not substantially guarantee fire safety, fire control situation stability can not be sustained. The concept of intrinsic safety is introduced into fire safety management, and its feasibility and necessity are discussed. Fire management intrinsic safety concept based on all fire accidents are preventable and controllable. We should pay attention to and optimize four elements of fire management mode, management object, hardware conditions and management environment, emphasize its integration, coordination, achieve organic unity, and make four elements, make up for each other to eliminate hidden dangers, achieve the intrinsic safety of fire management, so as to realize the sustainable stability of fire safety management.
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    Analysis on death cause of a snack bar fire based on FDS
    WAN Zi-qi1,2, HUA Fei1
    2022, 41 (1):  137-141. 
    Abstract ( 1584 )  
    A three-in-one building fire in Guizhou was taken as the research object. The test was demonstrated by setting the relevant parameters of a real fire case in the FDS software to reconstruct the development process of the fire. The data of temperature and smoke were gotten, which were compared with the patterns of the corresponding parts of the actual fire scene. The fire position and the development process of fire spread were verified. Through the comprehensive analysis of temperature, carbon monoxide concentration slice and fractional effective exposure dose (FED), a reasonable explanation was made for the final death under the combined action of high temperature and smoke. The temperature and CO concentration data were processed, to combine with the empirical formulas and curves, and calculate the death time. The results can help with the fire investigation of similar fire accidents.
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    The process and trace of cables breakdown induced by overcurrent.
    YU Tao1, LIU Yi-xiang2, LI Yang2,GAO Yang2
    2022, 41 (1):  142-145. 
    Abstract ( 1642 )  
    In order to study the fire risk of short-circuit fault caused by overcurrent of electric RVVB wire, this paper built a test platform for RVVB wire overcurrent induced short-circuit faults, and studied the fire process and trace of short circuit fault. The initial short circuit occurrence time, combustion characteristics and trace characteristics when the RVVB wire was short-circuited were studied. The results showed that when I≥ 45 A, the RVVB wire will appear short circuit breakdown phenomenon and cause open fire combustion; When I= 66 A, the average time of short-circuit fault induced by over-current is shortened from 1 803.4 s of I=45 A to 52.8 s, and the combustion time of open fire fluctuates from 16.4 s to 28.96 s, which increases the fire risk; The short-circuit fault induced by overcurrent in the RVVB wire will produce arc fusion marks such as sphere shape, semicircle shape, pointed shape, joint shape, pit shape, fracture shape,and overlapping shape, as well as splashing fusion marks with different diameters.The research results can provide a theoretical basis for the ignition mechanism of short circuit fault induced by over-current and the identification of weld marks.
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