• Title/Summary/Keyword: 건설현장사고

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Development on Identification Algorithm of Risk Situation around Construction Vehicle using YOLO-v3 (YOLO-v3을 활용한 건설 장비 주변 위험 상황 인지 알고리즘 개발)

  • Shim, Seungbo;Choi, Sang-Il
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.7
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    • pp.622-629
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    • 2019
  • Recently, the government is taking new approaches to change the fact that the accident rate and accident death rate of the construction industry account for a high percentage of the whole industry. Especially, it is investing heavily in the development of construction technology that is fused with ICT technology in line with the current trend of the 4th Industrial Revolution. In order to cope with this situation, this paper proposed a concept to recognize and share the work situation information between the construction machine driver and the surrounding worker to enhance the safety in the place where construction machines are operated. In order to realize the part of the concept, we applied image processing technology using camera based on artificial intelligence to earth-moving work. Especially, we implemented an algorithm that can recognize the surrounding worker's circumstance and identify the risk situation through the experiment using the compaction equipment. and image processing algorithm based on YOLO-v3. This algorithm processes 15.06 frames per second in video and can recognize danger situation around construction machine with accuracy of 90.48%. We will contribute to the prevention of safety accidents at the construction site by utilizing this technology in the future.

Development of an Estimation Model for Railway Crossing Visibility Using Qualitative Variables (정성적 변수를 이용한 건널목 시인거리 추정모델 개발)

  • Jo, Han-Seon;Lee, Ho-Won;Park, Ji-Hyeong;O, Ju-Taek
    • Journal of Korean Society of Transportation
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    • v.25 no.3
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    • pp.77-85
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    • 2007
  • The number of accidents occurring at railway crossings is less than the accidents on other sections of roads but they cause enormous socio-economic damages. The geometric aspects of the railway crossing have to allow the drivers to recognize the crossings and take precautions against collisions. Therefore, ensuring visibility for the vehicle approaching the railway crossing is necessary for safe operation of the crossing. However, as there is little research related to railway crossing visibility in Korea. validating visibility and maintaining visibility based on the validation is badly needed. This research develops a visibility validation model to support improving visibility and to reduce accidents at railway crossings to improve safety for the crossing users.

An Analysis iff the Mutural Relation between Sinkhole and 'Permanent under Draingage System' as A Measure of Non Floating (씽크홀(SINKHOLE)과 부력방지 대책인 '영구배수 공법'과의 상관관계)

  • Kwon, Hoi ku
    • Proceedings of the Korean Society of Disaster Information Conference
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    • 2017.11a
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    • pp.257-259
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    • 2017
  • 최근에 국내에서 입법된 "지하안전관리에 관한 특별법"의 지하안전영향평가 등에서 지하매설물 및 굴착공사 관리의 중요성을 강조하고 있지만, 아직까지는 지하를 개발함에 있어 지반의 안전과 관련된 사항은 미흡한 실정으로 도심지 지반침하( Sinkhole) 현상이 매년 증가하고 있다. 그리고 지반침하(Sinkhole)는 발생이 될 경우 인명피해는 물론 도로나 주변 건물들에 막대한 피해를 줄 수 있는 소지가 충분한 대상으로 사료됨에도 불구하고 이러한 현상을 건설현장에서 심각하게 받아들이는 분위기는 어느 곳에서도 감지되지 않는다. 다만 정부부처나 공공기관에서 국회차원의 지대한 관심에 부응하여 이에 대해 광범위한 연구와 조사에 막대한 예산을 투입하여 다방면에서 진행되고 있는 것으로 파악되고 있다. 또한 이러한 연구결과의 자료를 근거로 하여 지반침하 사고의 주요 원인을 조사해본 결과 상하수도관 손상과 무리한 인접굴착공사 및 대부분의 대형건축공사 현장에 채택되고 있는 부력방지 대책의 일환인 영구배수공법의 무분별한 적용을 들 수 있었다. 이러한 상황에서 그 중 비용과 난이도를 고려현장에서 용이하게 저감할 수 있는 방법인 영구배수공법을 선정하여 영구배수공법의 이론적 고찰과 공학적 타당성(구조체 부상방지 안전성 검토기준)을 연구하여 무분별한 영구배수공법 적용으로 지반침하(Sinkhole)가 발생하는 것을 막아 인명피해와 도로나 구조물의 안전성을 확보하고 나아가 영구배수공법 적용으로 항구적 발생하는 천문학적인 유지관리비의 절감이 목적이다.

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Deriving AR Technologies and Contents to Establish a Safety Management System in Railway Infrastructure (철도 인프라 안전 관리 시스템 구축을 위한 AR 기술 및 콘텐츠 도출)

  • Jeon, Hae-In;Yu, Young-Su;Koo, Bon-Sang;Seo, Hyeong-Lyel;Kim, Ji-Hwan
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.42 no.3
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    • pp.427-438
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    • 2022
  • With the recent growing importance over safety management the need for advanced and technical approaches for on-site safety inspection methods has increased. Railway construction is subject to its own particular set of temporal and spatial challenges due to its unique facilities and equipment. This study aimed to investigate the field characteristics of railway infrastructure and improve the conventional field safety management methods by identifying the most appropriate features of AR technology. Group interviews and surveys were conducted with field safety experts to derive the major problems and inspection needs. Subsequently, various features of AR, such as BIM model projection, and remote conferencing, were investigated to determine their applicability to address safety issues. As a result, four problems in the current safety management process, such as 'lack of time due to the conventional inspection method and inspection of areas that are difficult to access', and three major inspection types, such as 'observance of work procedures, status of installation, adequate dimensional spacing', were identified to be improved when adopting AR based techniques. Furthermore, AR technology utilizing plans to solve safety inspection problems and effectively manage major inspection types were proposed, and a follow up survey was conducted with the same field safety experts to derive the priority of technology development.

A Study on the Applicability of the Crack Measurement Digital Data Graphics Program for Field Investigations of Buildings Adjacent to Construction Sites (건설 현장 인접 건물의 현장 조사를 위한 균열 측정 디지털 데이터 그래픽 프로그램 적용 가능성에 관한 연구)

  • Ui-In Jung;Bong-Joo Kim
    • Journal of the Korean Recycled Construction Resources Institute
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    • v.12 no.1
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    • pp.63-71
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    • 2024
  • Through the development of construction technology, various construction projects such as redevelopment projects, undergrounding of roads, expansion of subways, and metro railways are being carried out. However, this has led to an increase in the number of construction projects in existing urban centers and neighborhoods, resulting in an increase in the number of damages and disputes between neighboring buildings and residents, as well as an increase in safety accidents due to the aging of existing buildings. In this study, digital data was applied to a graphics program to objectify the progress of cracks by comparing the creation of cracks and the increase in length and width through photographic images and presenting the degree of cracks numerically. Through the application of the program, the error caused by the subjective judgment of crack change, which was mentioned as a shortcoming of the existing field survey, was solved. It is expected that the program can be used universally in the building diagnosis process by improving its reliability if supplemented and improved in the process of use. As a follow-up study, it is necessary to apply the extraction algorithm of the digital graphic data program to calculate the length and width of the crack by itself without human intervention in the preprocessing work and to check the overall change of the building.

Problem and Improvement Measure of PHC Pile Construction (PHC파일 시공관리 문제점 및 개선방안)

  • Park, Tae-Kyu;Lee, Jung-Chul;Lee, Chan-Sik
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • 2008.11a
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    • pp.344-348
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    • 2008
  • During the last few years, the use of Pre-tensioned spun High strength Concrete(PHC) pile has been gradually increased in many construction sites such as super high-rise and large building construction. there is almost no specific code and/or standard described in the specifications to check verticality for Pre-tensioned Spun High Strength Concrete pile installation process. The most commonly used method for the vortical PHC pile installation is a naked-eye measurement or water level measurement conducted by assistant crew in the construction sites. And recent analysis results of the pile cutting work revealed that it frequently makes a lot of cracks which significantly reduce the strength of the pile and is very labor intensive work, thus requiring a large amount of additional time, costs, and efforts. The main objective of the research is to analize problems and to improvement. measure of PHC Pile Construction. The improvement measure present to the main problem with survey and discussion.

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The Improvement Plans for Material Flow and Productivity Improvement of Low-e Double Glazing on Site (Low-e 복층유리의 현장 내 물류흐름 파악 및 생산성 향상을 위한 개선안 방향)

  • Lee Sang-Hyuk;Lim Myung-Bok;Lee Jae-Sung;Kim Chang-Duk
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • autumn
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    • pp.341-344
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    • 2003
  • There are many problems in management of high-rise building construction performed in downtown area due to limited spaces and equipments for increasing kinds and quantities of material. By these restrictions, problems such as increase of construction cost. delay of construction period, decrease of productivity, occurrence of accident are caused. Recently, studies on JIT concept have focused on construction materials as a solution for the problems. But, studies about finishing material are insufficient yet. Accordingly, this study suggests flowing of current material management, JIT management effect, and development direction of lifting-up and procurement system with Low-emissivity double Glazing, among of main finishing materials.

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Design and Implementation of Miniaturized Auto Shackle using Duplex RF Transmission (양방향 RF 통신을 이용한 초소형 오토 샤클 설계 및 구현)

  • Kang, Suk-Youb;Hwang, In-Kyu
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.32 no.10A
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    • pp.1050-1056
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    • 2007
  • In order to set up a steel frame at every construction site, it is necessary to attach a shackle to a crane to move steel frame beams and columns(H beams). The shackle used for this purpose must be removed manually from a higher place, which causes the risk of safety accidents to increase, work efficiency to decrease, and construction costs to rise. In this study, micro-mini, super lightweight, lower power consumptive, and cheaper auto-shackle with two-way RF communication, which can be used practically at construction site is designed and developed. The developed auto-shackle is able to have excellent remote monitoring and controlling functions, by adopting new operating principles and structures different from the existing one. The results of the study reveal that the auto-shackle can be applied for the purpose of remote controlling of various construction equipments and speed up the advancement of construction equipments.

Suggestion of Safety Vest Prototype according to Work Type for Construction Workers (건설 작업자의 공종별 안전조끼 프로토타입 제안)

  • Lee, Jeong-Hoon;Lee, Jae-Yong
    • Journal of the Korea Institute of Building Construction
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    • v.23 no.6
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    • pp.863-873
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    • 2023
  • This research explores the efficacy of safety vest colors at construction sites to enhance worker safety. Utilizing the Munsell color system and the Korean Standard Color Analysis program(KSCA), the study developed a prototype safety vest tailored to specific types of construction work. A safety vest with a color contrasting the site's environment significantly improves worker visibility and intuitiveness in identification, potentially reducing safety incidents. The study determined the optimal color specifications(hue, value, chroma) for safety vests in various construction roles, such as 10GY, 8, 8 for rebar placement, 8.75B, 7, 8 for Euroform, 3.75B, 2, 4 for Gangform, and 6.25BG, 5, 10 for steel erection. Feedback from construction experts on these prototypes, particularly regarding the safety vests for rebar placement and steel framework, was overwhelmingly positive(90% approval). Consequently, the proposed safety vest color scheme is deemed highly effective.

A Study of Fun Management Introduction on Domestic Construction Industry (Fun Management 기법의 국내 건설산업 도입에 관한 연구)

  • Kwon, Hyuk-Do;Kim, Yea-Sang;Hwon, Soon-Wook;Chin, Sang-Yoon
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • 2008.11a
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    • pp.427-431
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    • 2008
  • Recently, the thoughts of Employees about the concept of workspace changes a job for a whole life time into the temporary job for an own' career development. To solve the problem, it causes the introduction of Fun Management among Domestic Corporations as the research for a fun and good workspace and the interest for the organization performance through it are increasing. However, the introduction possibility based on enough comprehension for various problems such as the strict relationship in the workspace, the rigid situation on construction site, the increase in the safe accident and the social avoidance phenomena for the employment to construction field in case that the fun management is introduced into domestic construction industry in the future is considered. Therefore, this study to propose the possibility and direction regarding the future fun management, when introduced into the domestic construction industry, by surveying and analyzing the common problems between The present state of the fun management method which is introduced and applied to other industries in advance and the performance process of the fun management which introduced and applied to the domestic construction corporations.

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