• Title/Summary/Keyword: 소방시설

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A Study on the Development of AI-Based Fire Fighting Facility Design Technology through Image Recognition (이미지 인식을 통한 AI 기반 소방 시설 설계 기술 개발에 관한 연구)

  • Gi-Tae Nam;Seo-Ki Jun;Doo-Chan Choi
    • Journal of the Society of Disaster Information
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    • v.18 no.4
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    • pp.883-890
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    • 2022
  • Purpose: Currently, in the case of domestic fire fighting facility design, it is difficult to secure highquality manpower due to low design costs and overheated competition between companies, so there is a limit to improving the fire safety performance of buildings. Accordingly, AI-based firefighting design solutions were studied to solve these problems and secure leading fire engineering technologies. Method: Through AutoCAD, which is widely used in existing fire fighting design, the procedures required for basic design and implementation design were processed, and AI technology was utilized through the YOLO v4 object recognition deep learning model. Result: Through the design process for fire fighting facilities, the facility was determined and the drawing design automation was carried out. In addition, by learning images of doors and pillars, artificial intelligence recognized the part and implemented the function of selecting boundary areas and installing piping and fire fighting facilities. Conclusion: Based on artificial intelligence technology, it was confirmed that human and material resources could be reduced when creating basic and implementation design drawings for building fire protection facilities, and technology was secured in artificial intelligence-based fire fighting design through prior technology development.

Regulatory Status for Fire Protection in Nuclear Power Plants (원자력발전소 화재방호 규제 현황)

  • Kim, Wee-Kyong;Keum, O-Hyun
    • Proceedings of the Korea Institute of Fire Science and Engineering Conference
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    • 2011.11a
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    • pp.218-221
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    • 2011
  • 원자력발전소 화재방호는 소방법령에서 요구하는 인명안전 및 재산보호에 대한 요건이외에도 원자력법령에서 요구하고 있는 원자로의 안전정지 및 방사성물질 누출제한에 대한 요건을 만족시켜야 한다. 본 논문에서는 소방시설에 대한 소방법령 적용시 문제점과 현재 원전에 대한 화재방호 규제현황에 대하여 소개하고 원전 화재안전성 향상을 위한 규제방향을 제시하고자 한다.

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ICT Medical Service Provider's Knowledge and level of recognizing how to cope with fire fighting safety (ICT 의료시설 기반에서 종사자의 소방안전 지식과 대처방법 인식수준)

  • Kim, Ja-Sook;Kim, Ja-Ok;Ahn, Young-Joon
    • The Journal of the Korea institute of electronic communication sciences
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    • v.9 no.1
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    • pp.51-60
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    • 2014
  • In this study, ICT medical service provider's level of knowledge fire fighting safety and methods on coping with fires in the regions of Gwangju and Jeonam Province of Korea were investigated to determine the elements affecting such levels and provide basic information on the manuals for educating how to cope with the fire fighting safety in medical facilities. The data were analyzed using SPSS Win 14.0. The scores of level of knowledge fire fighting safety of ICT medical service provider's were 7.06(10 point scale), and the scores of level of recognizing how to cope with fire fighting safety were 6.61(11 point scale). level of recognizing how to cope with fire fighting safety were significantly different according to gender(t=4.12, p<.001), age(${\chi}^2$=17.24, p<.001), length of career(${\chi}^2$=22.76, p<.001), experience with fire fighting safety education(t=6.10, p<.001), level of subjective knowledge on fire fighting safety(${\chi}^2$=53.83, p<.001). In order to enhance the level of understanding of fire fighting safety and methods of coping by the ICT medical service providers it is found that: self-directed learning through avoiding the education just conveying knowledge by lecture tailored learning for individuals fire fighting education focused on experiencing actual work by developing various contents emphasizing cooperative learning deploying patients by classification systems using simulations and a study on the implementation of digital anti-fire monitoring system with multipoint communication protocol, a design and development of the smoke detection system using infra-red laser for fire detection in the wide space, video based fire detection algorithm using gaussian mixture mode developing an education manual for coping with fire fighting safety through multi learning approach at the medical facilities are required.

Research and Analysis of Elderly Welfare Facilities to Prevent Fire (노인복지시설의 화재방지를 위한 실태조사 및 분석)

  • Jeong, Seong Hui;Shim, Kee Oh
    • 한국방재학회:학술대회논문집
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    • 2011.02a
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    • pp.186-186
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    • 2011
  • 고령화사회의 도래는 노인의 신체적 정신적 특성과 더불어 장기적인 보살핌과 보호에 대한 요구를 증대시키고 있다. 노인을 입소시켜 급식과 요양서비스를 제공해주는 노인복지시설은 점차 그 시설수가 증가할 것으로 예상되며 재난상황에 대비한 시설의 설계, 운영, 관리, 유지단계에서 화재방지대책에 대한 연구가 필요하다고 본다. 본 연구에서는 노인복지시설의 실태조사를 통해 양로시설에서는 입지유형과 시설규모별 특징을 분석하고, 노인요양시설에서는 시설의 설계방식과 운영방식에 따른 재난상황 발생시 문제점을 분석하였다. 중점 조사항목은 화재발생시 대피장소 확보, 대피시설 및 장비 유무, 인력배치 기준 준수 등 이며 각 시설별 도출한 취약점을 바탕으로 법 제도적 측면에서 개선방안을 제시하였다. 개선이 필요한 항목은 크게 3분류로, 첫째, 설계 및 건축 단계는 노인복지시설 건축허가 기준 재정립, 피난계단, 피난공간 등 기준 보완을 위해 건축 허가시 화재안전성 검토 등이 필요하다. 둘째, 운영 및 유지 단계는 피난 방화(防火)시설 관리 개선, 시설운영자의 책임안전관리, 소방시설 기능유지 강화 등이 필요하다. 셋째, 대응 및 경감 단계는 방재관련 운영관리매뉴얼, 장비 등의 정비 및 보완, 현장대응 및 전문능력 향상, 화재상황전파 시스템 개발 등이 필요할 것으로 분석되었다.

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A Study of Planning and Application of Fire Protection Facilities in Remodeling (리모델링시 소방시설의 계획 및 적용에 관한 연구)

  • Jung, Jin-Ho;Yun, Myung-O;Je, Jin-Ju
    • Fire Science and Engineering
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    • v.22 no.5
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    • pp.90-98
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    • 2008
  • There are diverse barriers such as limits to space, time, economy, technology, institution, and etc. in remodeling construction compared to new construction and it needs to overcome such limits. Consequently, for effective performance of construction, planning and application fit for remodeling characteristics shall be made available in time and various studies into remodeling for each construction category are necessary to achieve this. Taking these into account this study conducted research of the followings to draw out necessary steps for planning and application of fire protection facilities in remodeling, to overcome various barriers that may arise during any project operations, and to provide useful materials for construction of reasonable and effective fire protection system.

A Survey on the Performance-based Design Status of Fire-fighting Facilities through the Whole Design Drawings and Specifications (설계도서 전수조사를 통한 소방시설분야 성능위주설계 현황조사)

  • Jeon, Eun-Goo;Bae, Young-Hoon;An, Sung-Ho;Hwang, Cheol-Hong;Hong, Won-Hwa;Choi, Jun-Ho
    • Fire Science and Engineering
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    • v.33 no.5
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    • pp.155-162
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    • 2019
  • In Korea, the relevant laws and regulations for fire safety in buildings have been revised. Since 2011, Performance-based Design has been conducted for large-scale or high-rise buildings. However, the Korea's performance-based design is still at a level where life safety evaluation using fire and evacuation simulation tools is compared with existing methods. Although related studies have been conducted continuously for the mandatory performance-based design, the fact that it is relatively unsatisfactory for design and construction of fire-fighting facilities as it mainly focuses on administrative and institutional improvement measures or computer simulation. This study collected 91 performance-based design documents that were carried out nationwide at the initial stage of implementation until 2016 to analyze the status of performance-based design of fire-fighting facilities. As a result, fire-fighting facilities, except for fire extinguish system facilities, were not properly designed for performance. Furthermore, the designers found that if corresponding facilities or higher-level equipment with upgraded performance is additionally installed, the performance-based design fared well compared to the existing the prescriptive-based design.

The Studies for Recognition of facilities in wild land urban interface (산림 인접 시설물에 대한 의식 분석)

  • Park, Houng-Sek;Lee, Si-Young;Lee, Byung-Doo;Lee, Myung-Bo;Koo, Kyo-Sang
    • Proceedings of the Korea Institute of Fire Science and Engineering Conference
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    • 2011.04a
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    • pp.447-452
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    • 2011
  • 산림 인접 시설은 산불의 발화원이자 주요 보호대상으로써, 이에 대한 관리와 소방 우선 순위의 결정은 인명과 재산의 보호를 위해 매우 중요하다고 할 수 있다. 본 연구에서는 이에 대한 설문조사를 실시하여 인접시설의 대상물과 우선순위에 대한 조사를 실시하였다. 설문조사결과 산불발생 취약대상에 대한 인지도는 높으나, 산불보호 대상에 대한 인지도는 낮으므로, 이에 대한 분류체계 수립과 교육이 필요하며, 산불관련 공무원들은 논밭두렁, 묘지, 과수원을 취약대상으로 인지하며, 문화재와 천연보호림을 보호대상으로 인식하고, 주요 피해 대상은 문화재와 주거 시설이라고 제시하였다.

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