• 한국방재학회 논문집
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• 제10권5호
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• pp.1-7
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• 2010

지하철 역사 화재는 다수의 인명피해를 동반한 대구 지하철사고 이후 지하철 차량 내장재, 지하역사의 제연 시스템과 승객이 지상으로 탈출하기 위해 필요한 피난시간 등과 같은 기존 시스템에 대한 적정성 논란을 가져왔다. 기존의 제연설비는 화재 시배기 용량과 역사 시설구조의 복잡성으로 인한 제어방법의 한계가 따른다. 특히 지하철 역사 화재는 지중에서 지상으로 대피하는 형태로서 이는 부력으로 인한 연기의 이동방향과 피난방향이 같아지게 되므로 피난자들이 일반화재보다도 더욱 많은 연기의 영향에 노출되어져 버리는 결과가 발생한다. 본 연구에서는 하향식 피난 동선을 설계하여 피난완료시간의 단축 및 연기 층으로부터 피난자들을 격리시켜 희생자를 줄일 수 있는 방안을 제안하였다.

• 대한안전경영과학회지
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• 제23권1호
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• pp.17-22
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• 2021

The public relations room of the waste disposal facility is a space that can be visited by a large number of unevaluated personnel. Therefore, it is essential to design against fire, and research on fire and evacuation is essential. In this study, in order to evaluate the safety of the occupants in the event of fire and evacuation based on the life safety standards of occupants, the increase in risk due to heat, visible distance, and toxic gases on a plane 1.8m from the floor, which is the limit of breathing of the evacuee, over time. It was analyzed by location. As a result, the RSET of the P-01 exit was 93.0 seconds and the ASET was 272.6 seconds, the RSET of the P-02 exit was 45.8 seconds, the ASET was 147.7 seconds, the RSET of the P-03 exit was 106 seconds, and the ASET was 182.9 seconds.

• 대한조선학회논문집
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• 제59권6호
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• pp.385-392
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• 2022

Naval ship could face a variety of threats in isolated seas. In particular, fires and flooding are defined as disasters that are very likely to cause irreparable damage to ships. These disasters have a very high risk of personal injury as well. Therefore, when a disaster occurs, it must be quickly suppressed, but if there are people in the disaster area, the protection of life must be given priority. In order to quickly evacuate the ship crew in case of a disaster, we would like to propose a plan to quickly explore the evacuation route even in urgent situations. Using commercial escape simulation software, we obtain the data for deep neural network learning with simulations according to aisle characteristics and the properties and number of evacuation person. Using the obtained data, the passage prediction model is trained with a deep learning, and the passage time is predicted through the learned model. Construct a numerical map of a naval ship and construct a distance matrix of the vessel using predicted passage time data. The distance matrix configured in one of the path search algorithms, the Dijkstra algorithm, is applied to explore the evacuation path of naval ship.

• 한국측량학회지
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• 제39권5호
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• pp.265-278
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• 2021

When a dangerous event arises for people inside a building and an immediate evacuation is required, it is important that suitable routes have been previously defined. These situations can happen especially when buildings are crowded, making the occupants have a very high vulnerability and can be trapped if they do not evacuate quickly and safely. However, in most cases, routes are considered based just on their proximity or short distance to the exit areas, and evacuation simulations that include more variables are not performed. This work aims to propose a methodology for building's indoor evacuation activities under the premise of processing simulation scenarios in multi-agent environments. In the methodology, importance indexes of simplified and validated geometry data from a BIM (Building Information Modeling) are considered as heuristic input data in a proposed algorithm. The algorithm is based on AP-Theta^* pathfinding and collision avoidance machine learning techniques. It also includes conditioning variables such as the number of people, speed of movement as well as reaction ability of the agents that influence the evacuation times. Moreover, collision avoidance is applied between people or with objects along the route. The simulations using the proposed algorithm are tested in NetLogo for diverse scenarios, showing feasible evacuation routes and calculating evacuation times in a multi-agent environment. The experimental results are obtained by applying the method in a study case and demonstrate the level of effectiveness of the algorithm, and the influence of the conditioning variables analyzed together when performing safe evacuation routes.

• Journal of Radiation Protection and Research
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• 제41권3호
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• pp.196-205
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• 2016

Background: The emergency planning zone (EPZ) of the city of Busan is divided into the precautionary actions zone (PAZ) and the urgent protective action planning zone; which have a 5-km radius and a 20-km to 21-km radius from the nuclear power plant site, respectively. In this study, we assumed that a severe accident occurred at Shin-Kori nuclear unit 3 and evaluated the dispersion speed of radiological material at each distance at various wind speeds, and estimated the effective dose equivalent and the evacuation time of PAZ residents with the goal of supporting off-site emergency action planning for the nuclear site. Materials and Methods: The total effective dose equivalent, which shows the effect of released radioactive materials on the residents, was evaluated using the RASCAL 4.2 program. In addition, a survey of 1,036 residents was performed using a standardized questionnaire, and the resident evacuation time according to road and distance was analyzed using the VISSIM 6.0 program. Results and Discussion: According to the results obtained using the VISSIM and RASCAL programs, it would take approximately 80 to 252.2 minutes for permanent residents to move out of the PAZ boundary, 40 to 197.2 minutes for students, 60 to 232.2 minutes for the infirm, such as elderly people and those in a nursing home or hospital, and 30 to 182.2 minutes for those temporarily within the area. Consequently, in the event of any delay in the evacuation, it is estimated that the residents would be exposed to up to $10mSv{\cdot}h^{-1}$ of radiation at the Exclusion Area Boundaries (EAB) boundary and $4-6mSv{\cdot}h^{-1}$ at the PAZ boundary. Conclusion: It was shown that the evacuation time for the residents is adequate in light of the time lapse from the initial moment of a severe accident to the radiation release. However, in order to minimize the evacuation time, it is necessary to maintain a system of close collaboration to avoid traffic congestion and spontaneous evacuation attempts.

• 교육시설 논문지
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• 제24권2호
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• pp.3-10
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• 2017

This study compared evacuation effectiveness between the conventional school auditorium plan and a suggested hypothetical plan that was generated by a mathematical model, which is commonly applied in the field of industrial engineering. Recent school buildings became much more complicated in floor planning due to new social needs and modern curriculum than the old days. Nevertheless, architect's approach to floor composition in terms of fire emergency evacuation planning, still has no relation to optimized effective but relies more on an conventional school planning. Therefore, since school buildings are much more likely to be exposed to any fire related events than any other building types, emergency exit effectiveness based on spatial composition has to be seriously evaluated with a scientific method. The algorithm, which acquires the number of persons in each spatial type(node) per floor and the minimum physical distance between spatial types(arc), can propose the most optimized spatial layout per floor regarding emergency evacuation event. Consequently, this study evaluated school's fire exit effectiveness focusing on auditorium area with the scientific tool and suggested the most reliable spatial layout regarding possibile emergency evacuation event.

• 교육시설 논문지
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• 제23권3호
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• pp.3-10
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• 2016

This study compared evacuation effectiveness between the conventional school floor plan and a suggested hypothetical floor plan that was generated by a mathematical model that is commonly applied in the field of industrial engineering. Recent school buildings became much more complicated in floor planning due to the new educational system and modern curriculum than the old days. Nevertheless, architect's approach to floor composition in terms of fire emergency evacuation planning, still has no relation to optimized effective but relies more on a conventional school planning. Therefore, since elementary school buildings are much more likely to be exposed to any fire related events than middle school or high-school, emergency exit effectiveness based on spatial composition has to be seriously evaluated with a scientific method. The algorithm, which acquires the number of persons in each spatial type (node) per floor and the minimum physical distance between spatial types (arc), can propose the most optimized spatial compositing per floor regarding emergency evacuation event. Consequently, this study evaluated elementary school's fire exit effectiveness with the scientific tool and suggested the most reliable spatial composition per floor regarding possibile emergency evacuation event.

• 대한건축학회논문집:계획계
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• 제35권9호
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• pp.41-48
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• 2019

Recently as the rapid increasing of the elderly, silver housing has grown up. Though much fire evacuation and safety law, fire accident is most dangerous problem in our society. So this study is the purpose to analyze evacuation safety in urban silver housing of floor planning by corridor types using human behavior simulation. The methodology of this study is 'Literature Review' and 'Simulation'. This study has been carried out on silver housing's definition, types, fire safety theory and relation law. To proof evacuation safety, this study measured escaping time, longest distance, and bottleneck counting using human behavior simulation. This study use game engine simulation program to analyze 6 corridor types experimental model. As the result of simulation, this study compare between ASET and simulation result. The result come down to 3 part. First, double loaded corridor type is the most dangerous on urban silver housing. Second, Safe shelter's location and number cause increasing of escaping time. Lastly escaping time is influenced by behavior of agent, bottle neck strike frequency.

• 한국재난정보학회 논문집
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• 제9권4호
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• pp.429-438
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• 2013

본 연구에서는 초고층 피난안전설계 기준 개선을 위하여 국내외 피난관계법령에 대하여 비교분석 하였다. 그 결과, 국내 피난관계법령기준 개선사항을 다음과 같이 요약할 수 있다. 첫 번째, 수용인원에 대한 피난용량을 산정하도록 하며, 2이상의 출구 요구시 1개 출구접근 불가할 경우에도 피난용량의 50%이상을 충족하도록 해야 한다. 두 번째, 계단 또는 출구간 이격거리 기준 규정을 통해 이방향 피난이 원활이 이루어질 수 있도록 해야 한다. 세 번째, 막다른 복도 및 통로에 대한 길이제한을 규정해야하며 이는 스프링클러 유무에 따라서도 제한의 차등을 두어야 한다. 네 번째, 피난안전구역과 엘리베이터 및 계단의 경우 안전한 피난경로를 확보하며 피난유도를 하여야 하며, 피난층 이외의 층에서도 수평방향의 피난안전성 확보를 위하여 별도의 피난안전구역 마련이 필요하다.

• 대한공간정보학회지
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• 제24권1호
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• pp.69-80
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• 2016

재난 발생 시, 실내 공간에서의 신속한 대피를 위해 총 대피시간 최소화를 목적으로 일부 연구들이 진행되었다. 하지만 대부분의 연구가 총 대피시간이 최소화되는 최적 대피경로를 산출하는데 오랜 연산시간이 소요되어 실제 재난 상황에 적용하기 어렵다는 한계를 가지고 있다. 이에 본 연구는 짧은 연산시간으로 총 대피시간을 단축시킬 수 있는 대피경로 할당 알고리즘을 제안하고자 한다. 대피경로 할당 알고리즘은 다수의 출구가 존재하는 건물에서 대규모 인원 대피 시, 각 출구에 적절하게 대피인원을 할당하여 출구들의 교통 정체 상황을 균형적으로 유지함으로써 총 대피시간을 단축시키는 알고리즘이다. 각 출구에 대피인원을 할당하는 방법은 그래프 이론을 기반으로 탐욕 알고리즘의 접근방식을 활용하였다. 본 연구에서는 알고리즘의 검증을 위해 cellular automata 기반 대피 시뮬레이터를 이용하였으며 실제 건물과 유사한 구조에서 다양한 인원분포를 적용한 뒤 실험을 수행하였다. 결과적으로 최단거리 출구 대피보다 알고리즘을 적용하였을 때 총 대피시간이 감소되었고 대형 건물 구조에서도 짧은 연산시간이 소요되는 것을 확인하였다.