| 논문명 |
건설재해 빅데이터 분석을 통한 건축공사 공정별 위험도 평가 시스템 개발 / Development of Work Safety Management Platform based on Construction Accident Big Data Analysis |
| 저자명 |
김태훈(Kim, Tae-Hoon) ; 김기남(Kim, Ki-Nam) ; 이민재(Lee, Min-Jae) |
| 수록사항 |
대한건축학회논문집, Vol.39 No.1 (2023-01) |
| 주제어 |
건설안전; 공정; 공종; WBS; RBS; 위험요소 ; Construction Safety; Construction Process; Construction Work; WBS; RBS; Risk Factor1) |
| 요약1 |
본 연구는 건설공사 사고정보 빅데이터의 연관분석을 통해 세부공종별 WBS-RBS체계 구축과 위험요소를 표출하는 플랫폼을 개발하였다. 개발된 플랫폼은 위험요소분석 Dash Board와 Check-List, 그리고 위험도를 알려주는 Risk Score 표출시스템으로 구성되었다. 구축된 시스템은 공종별 위험도를 시각화하여 설계/시공단계에서 잠재적인 사고발생 위험을 사전에 예측할 수 있으며, 중소규모 현장에서도 접근이 용이한 시스템으로 활용할 수 있으므로 건설현장의 사고 감소에 기여할 수 있을 것으로 기대된다. |
| 요약2 |
This study developed a construction safety management platform based on CSI’s field accidents and fatalities big data. Although CSI can
cumulate construction accident big data, its application has had no significant impact on the reduction of construction accidents. This study
managed and analyzed this big data for construction field application. Association analysis was applied for developing frequently occurring
accident scenarios and WBS-RBS framework was developed to show which part of work and activity was considered riskier and how. A
developed dashboard can find related accident records and show the danger levels when certain work is done in advance. Also, a checklist
can show the risk level of certain tasks and how to minimize construction field accidents in advance. Therefore, developing a safety
management platform could help reduce construction accidents and prevent fatalities before attempting to work on risky tasks. The application
of a developed system could be useful even for small construction companies and projects because of it being easily accessible. |
