• Title/Summary/Keyword: Fire data analysis

Search Result 777, Processing Time 0.025 seconds

A Study on the Application of NOAA/AVHRR Data -Analysis of cloud top and surface temperature,albedo,sea surface temperature, vegetation index, forest fire and flood- (NOAA/AVHRR 자료 응용기법 연구 - 운정.지표온도, 반사도, 해수면 온도, 식생지수, 산불, 홍수 분석 -)

  • 이미선;서애숙;이충기
    • Korean Journal of Remote Sensing
    • /
    • v.12 no.1
    • /
    • pp.60-80
    • /
    • 1996
  • AVHRR(Advanced Very High Resolution Radiometer) on NOAA satellite provides data in five spectral, one in visible range, one in near infrared and three in thermal range. In this paper, application of NOAA/AVHRR data is studied for environment monitoring such as cloud top temperature, surface temperature, albedo, sea surface temperature, vegetation index, forest fire, flood, snow cover and so on. The analyses for cloud top temperature, surface temperature, albedo, sea surface temperature, vegetation index and forest fire showed reasonable agreement. But monitoring for flood and snow cover was uneasy due to the limitations such as cloud contamination, low spatial resolution. So this research had only simple purpose to identify well-defined waterbody for dynamic monitoring of flood. Based on development of these basic algorithms, we have a plan to further reseach for environment monitoring using AVHRR data.

A Study on the Fire Sources Analysis Using the Optical Characteristics of Smoke Particles and Neural Networks (연기입자의 광학적 특성과 신경망을 이용한 화원분석에 대한 연구)

  • Jee, Seung-Wook
    • Fire Science and Engineering
    • /
    • v.28 no.5
    • /
    • pp.64-70
    • /
    • 2014
  • The neural networks were able to be used by analyze fire source with the optical characteristics of smoke particles. The neural networks were learned the optical characteristics for three types test fire (paper, wood, flammable liquid). These test fires which were adopted in this study were also used to performance test of smoke detector according to UL268. A smoke chamber which was able to detect light extinction and scattering simultaneously was created. The optical characteristics of smoke particles were measured by the smoke chamber. And the results were used to input data for the neural networks. The neural networks distinguished the fire source accurately for paper fire, wood fire or flammable liquid fire. The neural networks distinguished accurately the combined fire source such as paper-wood fire, paper-flammable liquid fire or wood-flammable liquid fire.

A Study on the Fire Simulation for Vertical Fire Diffusion Analysis of Jecheon Sports Center (제천스포츠센터의 수직 화재확산 해석을 위한 화재시뮬레이션 분석에 관한 연구)

  • Choi, Yun-Ju;Kim, Yun-Seong;Lee, Byeong-Heun;Kwon, Young-Jin
    • Proceedings of the Korean Institute of Building Construction Conference
    • /
    • 2022.04a
    • /
    • pp.79-80
    • /
    • 2022
  • In December 2017, a fire at the Jecheon Sports Center caused 29 deaths and 40 injuries, and about 2 billion won in property damage. It is a facility used by unspecified people as a publicly used establishment with a piloti structure. The damage was expanded due to the ignition of combustible exterior materials, Lack of fire protection in horizontal and vertical penetrations. Although legislation has improved since the fire, it is not retroactively applied, increasing the risk of fire in existing buildings. Accordingly, it is necessary to examine the case of the Jecheon Sports Center fire and draw out the problems. In this study, the fire simulation results and the Jecheon Sports Center fire are comparatively analyzed and used as basic data for fire reduction measures in publicly used establishment. As a result of the fire simulation drive, in the case of the second floor, the room temperature exceeded the human life safety standard of 60 ℃ after about 700 seconds had passed. In the case of three floor, it is predicted that the indoor temperature will exceed about 350 ℃. and temporary complexation will occur in the indoor combustibles.

  • PDF

An Analytical Study on Encased Steel Composite Columns Fire Resistance According to Axial Force Ratio (화재시 축력비에 따른 매입형 합성기둥의 내화성능에 대한 해석적 연구)

  • Kim, Ye-Som;Choi, Byong-Jeong
    • Journal of the Korea institute for structural maintenance and inspection
    • /
    • v.24 no.1
    • /
    • pp.97-107
    • /
    • 2020
  • In this study, finite element analysis was carried out through the finite element analysis program (ANSYS) to investigate the fire resistance of composite columns in fire. Transient heat transfer analysis and static structural analysis were performed according to ASTM E 119 heating curve and axial force ratio 0.7, 0.6, 0.5 by applying stress-strain curves according to temperature, and loading heating experiments were carried out under the same conditions. In addition, the nominal compressive strength of the composite column according to the heating time according to the standard(Eurocode 4) was calculated and expressed as the axial force ratio and compared with the analytical and experimental values. Through the analysis, As a result of finite element analysis, the fire resistance time was 180 minutes and similar value to the experimental value was obtained, whereas the fire resistance time 150 minutes and 60 minutes were derived from the axial force ratios 0.6 and 0.7. In addition, it was confirmed that the fire resistance time according to the axial force ratio calculated according to the reference equation (Eurocode 4) was lower than the actual experimental value. However, it was confirmed that the standard(Eurocode 4) was higher than the experimental value at the axial force ratio of 0.7. Accordingly, it is possible to confirm the fire resistance characteristics(time-axial force ratio relationship) of the SRC column at high axial force, and to use the experimental and anaylsis data of the SRC column as the data for verification based on Eurocode.

The Urban Fire Prediction Mapping Technique based on GIS Spatial Statistics (GIS 공간통계를 이용한 도심화재예측지도 제작기법 탐색)

  • Kim, Jin-Taek;Um, Jung-Sup
    • Fire Science and Engineering
    • /
    • v.21 no.2 s.66
    • /
    • pp.14-23
    • /
    • 2007
  • In this thesis, we analysed urban fires and developed the predictive mapping technique by using GIS and spatial statistics. It presented the correlation between the fire data of last 5 years ($2001{\sim}2005$) and the factor of civilization environment in Daegu city. We produced a model of fire hazard predictive map by analyzing uncertainty of fire with the quadrat analysis and the poisson distribution.

A Numerical Study to Analyze Safety of Pressure Leakage Monitoring System of Gas Extinguishing Agent (가스소화약제 압력누기감시장치의 안전성 분석을 위한 수치적 연구)

  • Go, A-Ra;Lim, Dong-Oh;Son, Bong-Sei
    • Fire Science and Engineering
    • /
    • v.30 no.4
    • /
    • pp.103-110
    • /
    • 2016
  • While the demand for the gas system fire extinguishers increases every year, there are insufficient safety measures for assessing the extinguishing performance, such as system safety and reliability in the preparation of increasing demand, which has emerged as a social problem. One of the most critical causes of accidents occurring with the gas extinguishing system is pressure leakage from the extinguishing agent storage container. This is considered to be one of the critical factors on which the success of fire suppression depends. In this study, its safety measure was studied, Because it was deemed urgently necessary. The newly developed pressure leakage monitoring system is a system monitoring storage condition, pressure, leakage and discharge of the storage container related to agent concentration, which is one of the critical factors for fire suppression. This was developed to be applicable to the $CO_2$ and HFC-23 systems. Therefore, for structural safety analysis, the safety performance was verified by the fluid structure coupling analysis of the safety problems that may occur when the pressure leakage monitoring system is applied to the gas fire extinguisher. For analysis programs, the FloEFD program from Mentor Graphics was used for computational fluid dynamics analysis and ABAQUS from Dassault Systems was used for structural analysis. From the result of numerical analysis, the structure of $CO_2$ did not develop plastic deformation and its safety was verified. However, plastic deformation and deviation issue occurred with the HFC-23 monitoring system and therefore verified the structural safety of pressure leakage monitoring system by data obtained from redesigning and adjusting the condition of numerical interpretation three times.

A Study on the Fire Resistance Performance of Reinforced Concrete Columns according to Axial Load Ratio (축력비 조건에 따른 철근콘크리트기둥의 내화성능에 관한 연구)

  • Hwang, Kyu-Jae;Cho, Bum-Yean;Yeo, In-Hwan
    • Fire Science and Engineering
    • /
    • v.27 no.6
    • /
    • pp.26-31
    • /
    • 2013
  • This study, to evaluate the technology of the fire resistance design of Reinforced Concrete columns based on fire resistance performance design, was suppose to use as basic data for performance design through a measure of temperature and deformation using heat transfer analysis and Heat-load test of the Reinforced Concrete columns as parameter is the axial load ratio. In accordance with axial load without eccentricity, the load ratio of 0.30, 0.35, 0.40 and 0.47 were imposed on columns. As a result of this study, 0.40 or more of axial load ratio can be ensured that the fire resistance performance was considered satisfactory.

Study of the Smoke Control Characteristics for Fire Near Jet Fans (Jet fan 근접 화재 발생 시 제연 특성 연구)

  • Kim, Jong-Yoon;Seo, Tae-Beom;Lim, Kyung-Bum;Yoo, Ji-Oh;Rie, Dong-Ho
    • Fire Science and Engineering
    • /
    • v.21 no.1 s.65
    • /
    • pp.82-89
    • /
    • 2007
  • In this research, we conducted a PIV-visualization experiment to smoke control from fires by using a neighboring Jet fan at minimum distance. We also compared our experiment results with FDS numerical analysis ones. As a result of quantitative data analysis of smoke control modes against fires in tunnel, we concluded that a neighboring Jet fan should be placed at least 25 m away from its fire source in order to produce satisfactory smoke control results. Jet fan showed the best smoke-controlling performance, if placed 50 m away from its fire source. It tended to show an overspeed around the center of tunnel when it is placed more than 75 away from its fire source.

The Characteristics of Early Changes in Vegetation Structure by Forest Cover Type after Forest Fire Damage in Uljin region (울진지역 산불피해지의 산림피복형별 식생구조의 초기 변화 특성)

  • Kim, Tae-Woon;Han, Young-Sub;Lee, Sung-Ho;Lim, Chae-young;Hur, Tae-chul;Im, Chang-Kyun;Gil, Min-Kyung;Park, Joon-hyung
    • Journal of the Korean Society of Environmental Restoration Technology
    • /
    • v.27 no.3
    • /
    • pp.1-18
    • /
    • 2024
  • The study aims to establish a direction for forest ecological restoration by classifying forest types and understanding the ecological characteristics of the Uljin forest area damaged by a large fire in 2022. Hierarchical cluster analysis and indicator species analysis were conducted on 78 survey plots located in the forest fire-affected area, and four forest cover types were derived: P. densiflora pure forests, P. densiflora dominant forests, mixed broad-leaved forests, and Q. variabilis dominant forests. As a result of visually comparing changes in forest types before and after forest fire damage, by classifying data according to whether or not upper dead trees are included, it was confirmed that pine forests, which have a high proportion of pine trees, spread widely due to forest fire damage. However, broad-leaved mixed forests and oyster oak dominant forests showed characteristics of maintaining concentration, indicating that pine forests were severely damaged. As a result of the important value analysis, during the process of natural recovery after a forest fire, the species that appear early in the lower layer are the sprouts of existing species such as Quercus mongolica Fisch. ex Ledeb., Quercus variabilis Blume, Fraxinus sieboldiana Blume, Rhododendron mucronulatum Turcz. The distribution of diameter at breast height by forest cover type showed that among areas with extreme forest fire damage, the proportion of dead trees was relatively high and structural changes were large in P. densiflora pure forests and P. densiflora dominant forests where pine trees had a high distribution ratio. However, if continuous monitoring is carried out in the future with reference to the results of this study and plant data is collected and analyzed from a mid- to long-term perspective, it is believed that it will be used as useful data to promote forest ecological restoration projects in forest fire-affected areas.

Review on Fire Test Section of Fire Protection Coating for Steel Beam (강재보용 내화피복의 내화성능 평가단면에 대한 고찰)

  • Jeon, Soo-Min;Kim, Jae-Jun
    • Fire Science and Engineering
    • /
    • v.30 no.2
    • /
    • pp.49-55
    • /
    • 2016
  • It is necessary to obtain a fire resistance certification in order to use Fire Protection Coating in Korea. According to the fire test standards, columns have four heating sides and beams have three. In comparison with columns which are heated four sides equally, beams have three exposed sides and one unexposed up side. So the question arises as to there were the differences between the temperature of up side and others of beams in fire test. The purpose of this study is to consider the positions of thermocouples for beams through a comparative analysis of the temperature data obtained from fire certification tests.