• Title/Summary/Keyword: Fire data analysis

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Correlation Analysis of Forest Fire Occurrences by Change of Standardized Precipitation Index (SPI 변화에 따른 산불발생과의 관계 분석)

  • YOON, Suk-Hee;WON, Myoung-Soo
    • Journal of the Korean Association of Geographic Information Studies
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    • v.19 no.2
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    • pp.14-26
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    • 2016
  • This study analyzed the correlation between the standardized precipitation index(SPI) and forest fire occurrences using monthly accumulative rainfall data since 1970 and regional fire occurrence data since 1991. To understand the relationship between the SPI and forest fire occurrences, the correlations among the SPI of nine main observatory weather stations including Seoul, number of fire occurrences, and log of fire occurrences were analyzed. We analyzed the correlation of SPI with fire occurrences in the 1990s and 2000s and found that in the 1990s, the SPI of 3 months showed high correlation in Gyeonggi, Gangwon, and Chungnam, while the SPI of 6 months showed high correlation in Chungbuk, and the SPI of 12 months showed high correlation in Gyeongnam, Gyenongbuk, Jeonnam, and Jeonbuk. In the 2000s, the SPI of 6 months showed high correlation with the fire frequency in Gyeonggi, Chungnam, Chungbuk, Jeonnam, and Jeonbuk, whereas the fire frequency in western Gangwon was highly correlated with the SPI of 3 months and, in eastern Gangwon, Gyeongnam, and Gyenongbuk, with the SPI of 1 month. In the 1990s, distinct differences in the drought condition between the SPI of 3 months and 12 months in the northern and southern regions of Korean Peninsula were found, whereas the differences in both the SPI of 1 month and 6 months were found in the Baekdudaegan region except western Gangwon since the 2000s. Therefore, this study suggests that we can develop a model to predict forest fire occurrences by applying the SPI of 1-month and 6-month data in the future.

Experimental Study on Separate Evaluations of Fire Resistance of SFRM for Steel Beams and Columns (내화뿜칠재 보와 기둥의 내화성능 분리평가에 대한 실험적 연구)

  • Jeon, Soo-Min;Kim, Jae-Jun
    • Fire Science and Engineering
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    • v.29 no.4
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    • pp.1-6
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    • 2015
  • It is necessary to obtain a fire resistance certification in order to use SFRM in Korea. The fire resistance tests for certifications are performed separately for beams and columns and the certifications are different. We could assume that the same SFRM has different thicknesses for beams and columns because the conditions of the fire resistance tests for them differ in the section factors etc. But most of the SFRMs in Korea have the same thicknesses for beams and columns. So the question arises as to there were the differences between the fire test results for beams and columns reside. The purpose of this study is to consider the separate evaluation of the fire resistance of members through a comparative analysis of the temperature data obtained from fire certification tests.

Investigation of Potential Fire Hazard Resources of Bridges on National Routes by Field and Web-based Satellite (현장 및 실내조사를 통한 일반국도교량의 화재위험요소 분석)

  • Kim, Yongjae;Kim, Seungwon;Ann, Hojune;Kong, Jungsik;Park, Cheolwoo
    • International Journal of Highway Engineering
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    • v.19 no.6
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    • pp.105-115
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    • 2017
  • PURPOSES : The occurrence of unexpected disasters, including fire events, increases as the road network becomes complicated and traffic volume increases. When a fire event occurs on and under bridges, the damage extensively influences direct damage to structures, vehicles, and human life and secondary socioeconomic issues owing to traffic blockage. This study investigated potential fire-hazard risks on bridges of the Korean national route road. METHODS : The investigation was conducted using field investigation and analysis with satellite pictures and road views from commercial websites and the Bridge Management System (BMS). From the filed investigation, various potential fire resources were identified. The satellite pictures and road views were helpful in measuring and recognizing conditions underneath bridges, stowage areas, etc. RESULTS : There are various potential fire resources underneath bridges such as piled agricultural products, parked petroleum tanks, construction equipment, and attached high-voltage cables. A total of 94.6% of bridges have underneath clearances of less than 15 m. A bridge underneath volume that can stow a potential fire hazard resource was $7,332m^3$ on average, and most bridges have about $4,000m^3$ of space. Based on the BMS data, the amounts of PSC and steel girders were 29% and 25%, respectively. CONCLUSIONS : It was found that the amount of stowed potential fire hazard resources was proportional to the underneath space of bridges. Most bridges have less than 15 m of vertical clearance that can be considered as a critical value for a bridge fire. The fire risk investigation results should be helpful for developing bridge fire-protection tools.

Stochastic Simulation Model of Fire Occurrence in the Republic of Korea (한국 산불 발생에 대한 확률 시뮬레이션 모델 개발)

  • Lee, Byungdoo;Lee, Yohan;Lee, Myung Bo;Albers, Heidi J.
    • Journal of Korean Society of Forest Science
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    • v.100 no.1
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    • pp.70-78
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    • 2011
  • In this study, we develop a fire stochastic simulation model by season based on the historical fire data in Korea. The model is utilized to generate sequences of fire events that are consistent with Korean fire history. We employ a three-stage approach. First, a random draw from a Bernoulli distribution is used to determine if any fire occurs for each day of a simulated fire season. Second, if a fire does occur, a random draw from a geometric multiplicity distribution determines their number. Last, ignition times for each fire are randomly drawn from a Poisson distribution. This specific distributional forms are chosen after analysis of Korean historical fire data. Maximum Likelihood Estimation (MLE) is used to estimate the primary parameters of the stochastic models. Fire sequences generated with the model appear to follow historical patterns with respect to diurnal distribution and total number of fires per year. We expect that the results of this study will assist a fire manager for planning fire suppression policies and suppression resource allocations.

A Study on the Smoke Compartment Standards Analysis of Domestic and Abroad for Prevention of Smoke Spread in Large-Scale Buildings -Focused on the Analysis of Goyang Bus Terminal Fire Incident- (대형공간의 연기확산 방지를 위한 국내·외 방연구획 기준 분석에 관한 연구 -고양시 터미널 화재 사례 분석을 중심으로-)

  • Kim, Hye-Won;Han, Ji-Woo;Lee, Byeong-Heun;Jin, Seung-Hyeon;Kwon, Young-Jin
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2018.05a
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    • pp.118-119
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    • 2018
  • In this study, it analyses the problems of the Fire Compartment in Goyang Bus Terminal. Based on analysed data, it is confirmed the necessity of the Smoke Compartment installation for Protecting the Smoke Spread in Large-Scale Buildings using of FDS(Fire Dynamics Simulation). In addition it suggest that the necessity of Smoke Compartment application method and Development of Design Guideline.

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Validation of FDS for the Pool Fires within Two Rooms (이중격실 Pool 화재에 대한 FDS 검증분석)

  • Bae, Young-Bum;Ryu, Su-Hyun;Kim, Yun-Il;Lee, Sang-Kyu;Keum, O-Hyun;Park, Jong-Seok
    • Fire Science and Engineering
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    • v.24 no.5
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    • pp.60-67
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    • 2010
  • Fire model shall be verified and validated to reliably predict the consequences of fires within its limitations. Generally the verification and validation procedures are conducted by comparison with experimental test data. This study aims to evaluate predictive capabilities of FDS in the pool fire with two rooms and the sensitivity between input parameters such as heat release rate and ventilation rate and the output values like temperature, concentration, and heat flux. The predictive capabilities of FDS will be evaluated by comparing FDS simulation results with PRISME experimental data which result from the international fire test project. The sensitivity analysis will be conducted to decide which one of input parameters affects outcomes by comparison of FDS results with ${\pm}$ 10% changes of input parameter. From this study, the FDS predictive capabilities are within 20% error range. Heat release rate as input parameter affects most of outcomes and flow rate only has relation with concentration of oxygen and combustion products.

The Evacuation Characteristics of Elementary School Student According to Working of Single Unit Fireproof Shutter for Fires (화재 시 일체형 방화셔터 작동유무에 따른 초등학생의 피난특성)

  • Lee, Seung-Chul;Hong, Yi-Pgo;Kim, Sang-Il
    • Fire Science and Engineering
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    • v.27 no.4
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    • pp.35-40
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    • 2013
  • This study investigated the evacuation characteristics of student of elementary school with single unit fireproof shutter. In particular, we gathered the data about fireproof shutter and checked the data. And we made comparison and did an analysis of the evacuation characteristics of elementary school student according to working of single unit fireproof shutter for fires. As a result, it took the last occupant 130 seconds to escape from the school with no fire shutter case. But it took time 190 seconds to escape when the single unit fireproof shutter worked. Some of elementary school students could not open the door installed on the shutter when the single unit fireproof shutter worked. Considering this circumstance, it can be led to time delays of escaping when the single unit fireproof shutter work. And many students can be exposed to the fire hazards. Therefore, the study on the power to open the door installed on the shutter must be done in the future.

The Influence of Fire officials's Job stress on Wellness : A Mediating Effect of Positive Psychological Capital (소방공무원의 직무스트레스가 웰니스에 미치는 영향 : 긍정심리자본의 매개효과)

  • Kang, Min-Ah;Ha, Yeong Mi;Chae, Yeo-Joo
    • Journal of Digital Convergence
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    • v.19 no.5
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    • pp.333-342
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    • 2021
  • The purpose of this study was to examine to identify factors affecting wellness of fire officials. This study collected questionnaire data from 219 fire officials working in Gyeongsangnam-do. Data were analyzed using descriptive statistics, Pearson's correlation, Sobel test and multiple regression analysis with IBM SPSS statistics 24.0 program. Wellness of fire officials was correlated with job stress(r=.-49, p<.001) and positive psychological capital(r=.70, p<.001). In addition, job stress showed a significant negative correlation with positive psychological capital (r=-.56, p<.001). As a result of analyzing the mediating effect of positive psychological capital on the relationship between job stress and wellness of fire officials, positive psychological capital showed a significant mediating effect. Based on the finding, it is necessary to develop an intervention program that strengthens positive psychological capital in order to improve the wellness of fire officials and reduce job stress.

Measurement and Analysis of Moving Velocity of Elementary School Students Under a Escape Drill (초등학생의 피난 훈련 상황하에서의 이동속도 측정 및 분석에 관한 연구)

  • 김응식;이정수;김수영
    • Fire Science and Engineering
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    • v.17 no.4
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    • pp.1-6
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    • 2003
  • This study measures the various moving velocities of elementary school children under situation of fire drill and suggests the methods of analysis. The velocities are such as the exiting velocity at the door of the classroom, personal walking velocity at corridor, velocity according to density of crowd and personal walking velocity at stairway. For these measurement an elementary school in Daejeon is chosen and 15 girls and 15 boys are selected in each grade. Finally speed data of the children is obtained and we can apply this data for the evacuation simulation of a school.

The Comparative Analysis of Fire-Driven Flow Simulation for Dae-gu Subway Station Using FDS and Fluent. (FDS 및 FLUENT를 이용한 대구지하역사 화재유동 해석비교)

  • Jang, Yong-Jun;Lee, Chang-Hyun;Kim, Hag-Beom;Kim, Jin-Ho
    • Proceedings of the KSR Conference
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    • 2008.11b
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    • pp.50-55
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    • 2008
  • The comparative analysis of fire-driven flow simulation for Dae-Gu subway station was performed using FDS and Fluent. The boundary condition was obtained from analyzed data for Dae-Gu subway fire accident which had been outbreaked in 2003 year. The smoke flow in the second and third basement has been analyzed. The CO and temperature distribution in the train units and station platform have been obtained with FDS and FLUENT and compared with each other. Total simulation time is 600s and the results are compared of each 10sec The analyzed data will be applied to the passenger evacuation simulation for Dae-Gu subway station and used to optimal design method.

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