• 제목/요약/키워드: Workplace monitoring

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A Framework for Computer Vision-aided Construction Safety Monitoring Using Collaborative 4D BIM

  • Tran, Si Van-Tien;Bao, Quy Lan;Nguyen, Truong Linh;Park, Chansik
    • 국제학술발표논문집
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    • The 9th International Conference on Construction Engineering and Project Management
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    • pp.1202-1208
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    • 2022
  • Techniques based on computer vision are becoming increasingly important in construction safety monitoring. Using AI algorithms can automatically identify conceivable hazards and give feedback to stakeholders. However, the construction site remains various potential hazard situations during the project. Due to the site complexity, many visual devices simultaneously participate in the monitoring process. Therefore, it challenges developing and operating corresponding AI detection algorithms. Safety information resulting from computer vision needs to organize before delivering it to safety managers. This study proposes a framework for computer vision-aided construction safety monitoring using collaborative 4D BIM information to address this issue, called CSM4D. The suggested framework consists of two-module: (1) collaborative BIM information extraction module (CBIE) extracts the spatial-temporal information and potential hazard scenario of a specific activity; through that, Computer Vision-aid Safety Monitoring Module (CVSM) can apply accurate algorithms at the right workplace during the project. The proposed framework is expected to aid safety monitoring using computer vision and 4D BIM.

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집단보건관리 산업간호사를 위한 간호업무 지침 (Nursing Guide for Occupational Health Nurses Working in Small-scale-enterprises)

  • 유경혜
    • 한국직업건강간호학회지
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    • 제8권1호
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    • pp.68-83
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    • 1999
  • Occupational health nursing (OH N) guide book has been perceived as necessary since group occupational health services started. This study aimed to develop the guidebook for occupational health nurses working in small-scale enterprises(SSE). The guide area of nursing services was selected in 10 categories. These areas were 4 Workplace attitude for occupational health nursing', 'Nursing process', 'Workplace environmental monitoring', 'Personal protective devices', 'Record', 'Health counselling', 'Communication', 'Health education', 'Health screening' and 'Health promotion'. The content was mainly constructed with literature review. The pretest was done to find out what OH nurses do feel about their OH nursing services. Figures were used to guide some occupational health nursing services (OHNS). The further research was expected to develop in more extensive depth and quality.

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실내 환경 모니터링을 위한 다중 방사능계측 시스템 설계 (Multi-Radioactivity Measurement System Design for Indoor Environmental Monitoring)

  • 사공병일;김남호
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 춘계학술대회
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    • pp.459-461
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    • 2022
  • 본 논문에서는 실내 환경에서 검출되는 방사능을 측정하기 위한 계측 시스템을 제시한다. 일반 가정, 작업장, 연구소 등 다양한 공간에서 발생되는 방사능을 측정하고 이에 대한 예방을 위함이다. 다중 방사능 센서를 이용해서 여러 공간을 동시에 측정한다. 측정된 방사능 데이터는 지그비를 통해서 실시간으로 PC로 전달하여 모니터링하는 시스템이다. 소량의 방사능이라고 하더라고 만성 피폭으로부터의 예방을 위해 연구소 또는 작업장 같은 방사능 노출이 예상되는 곳은 필수적으로 설치되어야 한다고 생각된다.

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폭발위험지역 근로자 위험 인지형 스마트밴드시스템에 대한 연구 (A Study on Workers' Risk-Aware Smart Bands System in Explosive Areas)

  • 이병권
    • 사물인터넷융복합논문지
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    • 제5권2호
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    • pp.73-79
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    • 2019
  • 현재 질식 가스 및 폭발위험이 있는 물질에 대하여 실시간으로 경고를 제공하는 서비스 및 시스템에 관한 연구가 진행되고 있지만, 현재 스마트 형 밴드 형태의 서비스는 미비한 실정이다. 본 연구에서는 작업장 내의 정전기로 인한 폭발위험요소의 실시간 확인 및 사고 발생 요인의 즉각적인 제거를 지원하고 작업자 상태 및 작업장의 위험요소(산소, 유해 화학 물질 농도)등의 실시간 모니터링 및 위험 발생시 즉시 경고 및 데이터 분석을 통한 사전 사고 예방시스템 구축방법을 제안한다. 이로써, 산업현장에서 발생할 수 있는 각종 재해를 IoT 기반의 지능형 센서노드, 무선 네트워크기술 그리고 데이터 가공 미들웨어 및 통합 관제시스템을 이용해 모니터링하고 실시간 산업현장에서의 위험정보를 전달함과 동시에 사고를 예방해 작업자의 안전한 작업환경 지원으로 사후 수습 비용 대비 획기적 비용절감을 할 수 있다.

여수지역 비정규직 플랜트 건설 근로자의 안전보건 실태와 개선방안 (Health Status and Improvement Measures for Irregular Plant Construction Workers at Yeosu National Industrial Complex)

  • 최상준;김신범
    • 한국산업보건학회지
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    • 제19권3호
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    • pp.182-194
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    • 2009
  • This study was conducted to evaluate health status and to propose health protection measures of irregular plant construction workers in Yoesu National Industrial Complex (YNIC). The status of safety and health management was examined in five areas including safety and health education, work environment monitoring, health examination, health management record, and personal protective equipment (PPE) for plant construction workers. The safety training rate for plant construction workers was reached high at 91%, The training was mostly consisted of safety accident related things, but training on hazardous materials was found to be insufficient. Workplace monitoring results showed that the compliance rate for work environment for irregular construction workers was 54% and workplace monitoring during turnaround (TA) period with high risk of exposure to hazardous agents has not been implemented. While 61.4% of irregular workers received the general health examination but only 36.8% received the special health examination. The special health examination was found to be conducted only upon welders from 2-3 years ago. The issue of health management record upon irregular construction workers was not being implemented. In case of PPE, basic safety protective equipments such as safety shoes, safety belt, safety helmet were being supplied well while the supply rate of respirator for organic vapor was relatively low at 40%. Based on this study, two suggestions to maximize the utilization of the current safety and health program were made while boosting its effectiveness in protecting workers' health. First, the role of owners (petrochemical plant) related to safety and health should be strengthened. Second, in consideration of the characteristics of construction workers who usually engage in short term employment and frequent movement, community based health management organization is suggested that can overcome such structural problem and carry out the implementation of health examination and sustained health management.

Worker Customized Stress Monitoring through Body Composition Analysis and Wearable Bio-Sensor

  • Junhee JUNG;Seohyun YANG;Emmanuel KIMITO;Dohyeong KIM;Chansik PARK;Dongmin LEE
    • 국제학술발표논문집
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    • The 10th International Conference on Construction Engineering and Project Management
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    • pp.463-470
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    • 2024
  • Recent wearable devices can measure workers' physical and mental stress levels in the workplace, enabling timely interventions or adjustments to improve safety, well-being, and productivity. However, stress is a subjective metric, response and recovery from stress varies depending on the individual's physical condition. This study is a preliminary study to test whether there are relationships between stress and physical conditions (i.e., body compositions) of individual workers. To find the relationship between various body compositions of the participants and their stress levels, Spearman correlation coefficients and linear regression analysis were conducted. The results showed a significant relationship between workers' stress level and their body composition. This suggests that by utilizing easily measurable body composition, customized stress monitoring for individual workers can be achieved, contributing to the prevention of construction accidents and the creation of a safer construction site.

사물인터넷 기술을 이용한 가스상 물질 측정용 스마트센서 개발과 향후과제 (Development of an IoT Smart Sensor for Detecting Gaseous Materials)

  • 김욱;김영교;유연선;정기효;최원준;이완형;강성규;함승헌
    • 한국산업보건학회지
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    • 제32권1호
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    • pp.78-88
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    • 2022
  • Objectives: To develop the smart sensor to protect worker's health from chemical exposure by adopting ICT (Information and Communications Technology) technologies. Methods: To develope real-time chemical exposure monitoring system, IoT (Internet of Things) sensor technology and regulations were reviewed. We developed and produced smart sensor. A smart sensor is a system consisting of a sensor unit, a communication unit, and a platform. To verify the performance of smart sensors, each sensor has been certified by the Korea Laboratory Accreditation Scheme (KOLAS). Results: Chemicals (TVOC; Total Volatile Organic Compounds, Cl2: Chlorine, HF: Hydrogen fluoride and HCN: Hydrogen cyanide) were selected according to a priority logic (KOSHA Alert, acute poisoning statistics, literature review). Notifications were set according to OEL (occupational exposure limit). Sensors were selected based on OEL and the capabilities of the sensors. Communication is designed to use LTE (Long Term Evolution) and Wi-Fi at the same time for convenience. Electronic platform were applied to build this monitoring system. Conclusions: Real-time monitoring system for OEL of hazardous chemicals in workplace was developed. Smart sensor can detect chemicals to complement monitoring of traditional workplace environmental monitoring such as short term and peak exposure. Further research is needed to expand the scope of application, improve reliability, and systematically application.

5인이상 제조업에서 설문조사를 통한 작업환경측정 대상 사업장의 규모 추정 (Estimating the Number of Target Workplaces for Work Environment Monitoring using Survey Data among Manufacturing Businesses with More than Five Employees in 2016)

  • 박진욱;김승원;양선희;류향우;김은아
    • 한국산업보건학회지
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    • 제28권2호
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    • pp.166-174
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    • 2018
  • Objectives: This study aimed to estimate the number and proportion of target workplaces for work environment monitoring and evaluate the implementation rate of work environment monitoring. Methods: A questionnaire survey was conducted by the Ministry of Employment and Labor between March and May 2017 among 96,295 manufacturing businesses with more than five employees. The response rate was 17.8%. Estimates of the number and proportion of target workplaces for work environment monitoring were calculated as follows: number of workplaces where work environment monitoring was performed in 2016 + exposure rate based on the questionnaire * number of workplaces where work environment monitoring was not conducted. Results: Of the 150,655 total manufacturing businesses with more than five employees, 63,146 are estimated to be subject to work environment monitoring, which accounted for 41.9% of the workplaces. It is estimated that 73.3% of the target workplaces performed work environment monitoring. The number of workers exposed to hazardous substances is estimated to be about 0.7~1.2 million. Conclusions: Information on the distribution of workplaces subject to work environment monitoring and the rate of implementation can be used as baseline information for management and evaluation of the effectiveness of the work environment monitoring system.

국내 작업환경측정기관의 측정 및 분석장비 보유실태에 대한 고찰 (I) (Evaluation of the Possession of Measurement and Analytical Instruments among Domestic Work Environment Monitoring Service Providers (I))

  • 장재길
    • 한국산업보건학회지
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    • 제23권3호
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    • pp.250-260
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    • 2013
  • Objectives: The aim of this study is to analyze the current status of the possession of measurement and analytical instruments among work environment monitoring organizations that have been designated by the Ministry of Employment and Labor (MoEL) in Korea. Methods: Data for measurement and analytical instruments were gathered by inspectors who had been assigned by the Korea Occupational Safety and Health Agency (KOSHA) and MoEL during the evaluation program for designated work environment monitoring service providers in 2012. Data for 11 monitoring instruments and nine analytical instruments were collected from 108 organizations. Basic data such as the type of service provides and the size of employment were also recorded by the inspector. Results: The total number of personal air samplers including high and low flow rates operated in Korea was 5,418, with average of 50.2. Average operation number of noise dosimeters was 35.0, while 3,780 dosimeters were used in 108 work environment monitoring organizations. There were 10,488 monitoring instruments in total. All service providers possessed at least one AAS and GC in their analytical laboratory. Total number of HPLC/MS was five, followed by ICP/MS of seven, with an average of 0.07. Conclusions: Based on the data, domestic work environment monitoring service providers possessed relatively reasonable measurement and analytical instruments. Nearly all instruments had been imported from advanced countries such as USA, UK and Japan. Periodic gathering of data on these instruments may help maintain good workplace monitoring results and the health of workers at the sites.

사용성을 고려한 IP-USN 기반 산업장 환경 모니터링 서비스 설계 (User-Centered Design of Workplace Environment Monitoring Service using IP-USN)

  • 윤정민;박범
    • 한국IT서비스학회:학술대회논문집
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    • 한국IT서비스학회 2008년도 추계학술대회
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    • pp.266-271
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    • 2008
  • 산업의학 분야에서 유비쿼터스 기술을 이용한 서비스는 처치 중심의 의료 서비스보다 예방 중심의 의료 서비스를 제공하기 위한 필수적인 서비스로 인식되고 있다. 본 논문에서는 IP-USN을 기반으로 한 산업장 환경 모니터링 서비스를 구축하는 과정과 적용된 서비스에 대해 소개한다. 그리고, 산업장 환경 모니터링을 위한 서비스를 구축하는데 필요한 사용자 계층에 대한 특성과 전체 서비스 프레임워크를 효율적으로 구성할 수 있는 기법을 제안한다. 특히, 사용성을 고려한 사용자 모델과 서비스 프레임워크는 산업장 환경 모니터링 서비스의 사용 효율과 사용 성능을 향상시킬 수 있다.

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