• 제목/요약/키워드: long-term health monitoring system

검색결과 119건 처리시간 0.03초

A long-term tunnel settlement prediction model based on BO-GPBE with SHM data

  • Yang Ding;Yu-Jun Wei;Pei-Sen Xi;Peng-Peng Ang;Zhen Han
    • Smart Structures and Systems
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    • 제33권1호
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    • pp.17-26
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    • 2024
  • The new metro crossing the existing metro will cause the settlement or floating of the existing structures, which will have safety problems for the operation of the existing metro and the construction of the new metro. Therefore, it is necessary to monitor and predict the settlement of the existing metro caused by the construction of the new metro in real time. Considering the complexity and uncertainty of metro settlement, a Gaussian Prior Bayesian Emulator (GPBE) probability prediction model based on Bayesian optimization (BO) is proposed, that is, BO-GPBE. Firstly, the settlement monitoring data are analyzed to get the influence of the new metro on the settlement of the existing metro. Then, five different acquisition functions, that is, expected improvement (EI), expected improvement per second (EIPS), expected improvement per second plus (EIPSP), lower confidence bound (LCB), probability of improvement (PI) are selected to construct BO model, and then BO-GPBE model is established. Finally, three years settlement monitoring data were collected by structural health monitoring (SHM) system installed on Nanjing Metro Line 10 are employed to demonstrate the effectiveness of BO-GPBE for forecasting the settlement.

DMZ 주변 훼손지의 생태복원 평가지표 개발 (Development of Evaluation Indices for Ecological Restoration of Degraded Environments Near DMZ in the Republic of Korea)

  • 이상훈;이상혁;이솔애;최재용
    • 한국환경복원기술학회지
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    • 제18권1호
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    • pp.135-151
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    • 2015
  • DMZ is considered as an ecologically sensitive landscape and one of the highest biodiversity regions in the Republic of Korea. There have been, albeit the significant value, increased interests in developing this region for a variety of purposes including tourism and commemorative events. As this region has been already facing a range of problems derived from previous development, natural disaster and invasive species, the necessity for active management of ecological health within this region has been increased, which weighs the importance of executing ecological restoration. The objective of this study was to develop evaluation indices as an effective management means of properly evaluating ecological restoration and sustainably maintaining the restored conditions on a long-term scale. Through literature review existing evaluation indices related to restoration were collected, and then the most suitable indices were selected based upon two interviews and one questionnaire survey targeting experts in the relevant field to ecological restoration. They were categorized by two major division and their subclasses (Ecological base - vegetation structure & composition, habitat characteristics, soil environment; landscape ecology - connectivity, landscape patch, boundary & surrounding) and 40 indices. These indices were considered helpful to comprehensively evaluate ecological restoration on degraded environments within ecologically sensitive areas, and sustainably manage target areas by employing a long-term monitoring approach. As this result played a meaningful role in providing the fundamentals of evaluating ecological restoration, it should develop a suitable evaluation system through further research.

온도 및 하중 영향을 고려한 임피던스 기반 조류발전용 재킷 구조물의 장기 건전성 모니터링 (Impedance-based Long-term Structural Health Monitoring for Jacket-type Tidal Current Power Plant Structure in Temperature and Load Changes)

  • 민지영;김유청;윤정방;이진학
    • 대한토목학회논문집
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    • 제31권5A호
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    • pp.351-360
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    • 2011
  • 일반적으로 해양개발을 위하여 사용되는 재킷식 해양 구조물은 염분, 조류, 파도, 바람 등 극심한 환경적 요인에 의해 육상 시설물에 비해 열악한 환경에 노출되어 있으나, 이러한 구조물의 구조적 안전성 및 성능 확보를 위한 모니터링 시스템의 적용사례는 그다지 많지 않다. 임피던스 기반의 구조물 건전성 모니터링은 구조물의 국부적인 손상을 모니터링하는 기술로서 최근 실 구조물에의 적용에 대한 연구가 국내외에서 활발하게 이루어지고 있으나, 온도, 하중 등의 환경적 요인에 의한 영향을 최소화하고 손상에 의한 특성만을 효과적으로 추출하는 기술은 미흡한 상태이다. 따라서 본 연구에서는 재킷식 조류발전 지지구조물의 축소모형을 제작하여 온도와 정적 하중이 변하는 환경 하에서 임피던스 기반의 국부적 손상 모니터링에 관한 연구를 수행하였다. 환경에 의한 영향을 보상하기 위하여 기존의 손상지수에 대해 주성분 분석을 수행하였으며 환경 변화에 민감하게 반응하는 주성분을 선택하여 제거하였다. 이 후 손상지수를 모니터링한 결과, 제안된 주성분 분석 기반 접근법이 환경 영향 하에서의 장기 모니터링에 유효하게 사용될 수 있음을 확인하였다.

Wireless links for global positioning system receivers

  • Casciati, Fabio;Wu, Lijun
    • Smart Structures and Systems
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    • 제10권1호
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    • pp.1-14
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    • 2012
  • Given an object, its positioning in the space is a main concern in structural monitoring and a required feedback in structural health monitoring, structural control and robotics. In addition, to make the sensor unit wireless is a crucial issue for advanced applications. This paper deals with the exploitation of wireless transmission technology to long-term monitoring GPS (Global Positioning System) receivers - like the Leica GMX 902 and the Leica GRX 1200-pro. These GPS receivers consist of five parts: antenna, receiver, user client computer, interface and power supply. The antenna is mounted on the object to be monitored and is connected with the receiver by a coaxial-cable through which the radio frequency signals are transmitted. The receiver unit acquires, tracks and demodulates the satellite signals and provides, through an interface which in this paper is made wireless, the resulting GPS raw data to the user client computer for being further processed by a suitable positioning algorithm. The power supply reaches the computer by a wired link, while the other modules rely on batteries re-charged by power harvesting devices. Two wireless transmission systems, the 24XStream and the CC1110, are applied to replace the cable transmission between the receiver and the user client computer which up to now was the only market offer. To verify the performance and the reliability of this wireless transmission system, some experiments are conducted. The results show a successful cable replacement.

간호 분담체계에 따른 간호사의 자율성 정도 (Autonomy Level of Nurse according to Nursing Delivery System)

  • 오은실
    • 한국직업건강간호학회지
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    • 제9권2호
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    • pp.155-165
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    • 2000
  • This study is to grope for a plan to increase nurse's autonomy by grasping autonomy degree according to nursing delivery system. The subject of this study are 265 nurses who work for 4 general hospitals in Seoul, and 73 of them work in primary nursing delivery system, 99 of them in team nursing delivery system and 93 of them in functional nursing delivery system. Data collection was done through questionaires from Sep. 1, 1997 to Sep. 30, 1997, and autonomy was measured by Professional Nursing Autonomy Scale developed by Schutzonhofer. Data analysis as inspected with $X^2$ test, ANOVA, and t-test, using SPSS program. The results are as follows : 1. When it comes to the autonomy of all the nurses, mean score was 161.99. Which is medium level, and autonomy degree according to nursing delivery system had no significant differences. 2. There was a significant difference in autonomy degree according to inservice education among the subject's work-related characteristics, and there was no significant difference in autonomy distribution in each grade according to general characteristics although older group, married group, and junior college graduates group showed rather higher trends. 3. Considering each item, questions related to direct nursing such as "Vital sign monitoring", "Nursing rounding", "Withhold contraindicated drug", showed high score in autonomy scores, and long-term and indirect nursing behaviors such as "Nursing administration", "Nursing research", "Follow-up care" and "Educational planning".

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Enabling Effective Implementation of Occupational Safety and Health Interventions

  • Gaia Vitrano;Davide Urso;Guido J.L. Micheli;Armando Guglielmi;Diego De Merich;Mauro Pellicci
    • Safety and Health at Work
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    • 제15권2호
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    • pp.213-219
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    • 2024
  • Background: The design, implementation, and evaluation are three important stages of occupational safety and health (OSH) interventions. Historically, there has been a tendency to prioritize implementation, often neglecting detailed design and rigorous outcome evaluation. Currently, much has changed, and contemporary approaches recognize the interdependence of these stages, considering them integral to the success of any intervention. This work presents a comprehensive procedure for implementing interventions, not only to ensure short-term effectiveness but also their long-term sustainability through continuous monitoring. The focus is on a national OSH project introducing a near-miss management system (NMS) in Italy. Methods: Initial meetings were convened among project partners, complemented by interviews with diverse stakeholders, to plan implementation steps and test the NMS. Tailored questionnaires were designed for diverse stakeholder groups - initial promoters, company managers and employers, and employees - facilitating targeted implementation, and three case studies were started in Italian regions to assess the structured implementation, involving intervention promoters and collaborating companies. Results: The primary outcome is the development of practical tools, specifically three questionnaires, which are considered valuable for establishing an effective human-centered implementation strategy, meticulously designed to facilitate ongoing monitoring of processes and continual enhancement of instruments intended for NMS integration within companies. Conclusions: This work lays the foundation for successful NMS implementation in Italy and, although the outlined procedure had specific objectives, it also provides valuable insights applicable in enhancing the effectiveness and sustainability of interventions across diverse contexts. It underscores the importance of comprehensive planning, stakeholder engagement, and continuous evaluation in achieving lasting OSH interventions.

구조물의 안전성 모니터링을 위한 통계/확률기반 적응형 임계치 설정 알고리즘 개발 (Development of Statistical/Probabilistic-Based Adaptive Thresholding Algorithm for Monitoring the Safety of the Structure)

  • 김태헌;박기태
    • 한국구조물진단유지관리공학회 논문집
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    • 제20권4호
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    • pp.1-8
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    • 2016
  • 최근의 건축물은 복합적인 기능과 형태를 보이고 있으며, 크기가 거대해짐에 따라 구조물 건전성 감시(Structural Health Monitoring)기술의 수요 또한 증가하고 있다. 구조물마다 고유한 동특성을 가지고 있으며, 다양한 외력의 영향을 받기 때문에 구조물의 건전성을 평가하는 다양한 방법들이 연구되고 있다. 전문가에 의지하여 접근 가능한 지점에 대한 육안 검사 및 비파괴 검사를 벗어나 사각지대가 없는 온라인 계측 시스템의 구비와 함께 자동으로 위험요소를 검출하는 시스템이 요구되고 있다. 본 연구에서는 비선형적인 구조물의 응답을 고려하기 위해 관리도 기법, 평균제곱근편차, 일반 극치 분포 등과 같은 통계적 기법을 이용하여 이상거동을 판별에 활용할 수 있는 신호 특징 추출과 적응형 임계치 설정 알고리즘을 제안하였으며, 강제진동 실험과 실제 운용중에 있는 구조물의 지진 계측 시스템의 가속도 응답을 이용하여 성능을 검증하였다.

체중 변화 측정을 통한 남성 배뇨량 추정 방법 연구 (A Study on Urination Amount Estimation for the Male by the Measurement of Body Weight Difference)

  • 임용규
    • 융합신호처리학회논문지
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    • 제16권2호
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    • pp.69-73
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    • 2015
  • 본 논문에서는 일상생활에서 무구속, 무간섭으로 장기간의 건강 모니터링의 기술 개발의 기초 연구로서 남성의 배뇨 중의 체중 변화를 측정하여 배뇨량을 추정하는 방법에 대한 성능 평가를 수행하였다. 배뇨 중의 체중 변화 측정은 로드셀 (load cell)을 이용하여 넓은 체중 측정판을 만들고, 이 판을 소변기 또는 좌변기의 앞에 놓았다. 남성이 체중 측정판 위에 올라가 서서 배뇨를 하는 동안, 남성의 체중을 연속적으로 측정하였다. 배뇨 전과 배뇨 후의 체중의 변화를 계산하여 그 체중 변화 즉 감소량으로 배뇨한 소변량을 추정하였다. 실험 결과는, 배뇨 중에 발을 옮기거나 급격히 몸의 자세를 바꾸지 않는다면 체중의 감소로 소변량을 계산할 수 있음을 보였으며, 최대 약 40g 정도의 오차를 보였는데, 이 결과는 일상생활에서의 건강 모니터링에 적용할 수 있을 것으로 보인다. 이 연구의 결과는 일반 가정에서의 실용적인 무구속 무간섭 건강 모니터링 기술 개발에 기여할 것으로 기대된다.

산업보건서비스체계의 효율적 관리방안에 관한 연구 (A Study on Reforming the Occupational Health Care System is Korea)

  • 문옥륜;한동운;최병순;최재욱;하은희;이기효;장동민
    • 보건행정학회지
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    • 제4권1호
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    • pp.138-175
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    • 1994
  • The objectives of this study are (i) to review current situations and problems of the occupational health care system with emphasis on reforming the organizations and services, (ii) to find out a disirable occupational health system model based on integration of the occupational health system and the general health system, and finally, (iii) to suggest policy implications in occupational health services in the light of objectives of the newly emerging national health insurance reform in Korea. The major policy implications of this study are as follows: 1. In the long-run, within the occupational health system, preventive occupational health services such as employees' physical check-up, working environment examination, etc should financially be integrated with industrial accident compensation insurance. Currently separately paying expenses for each different category of services by the owner of an enterprise should be disbursed once through the payment of contributions of industrial accident compensation insurance. And then, it is necessary to strengthen and expand the role and function of industrial accident compensation insurance to cover preventive occupational health services. 2. The occupational health system should be integrated with general health system for its effective management. For the short-term policy, it is necessary to eliminate fiscal and access barrier between industrial accident compensation insurance and national health insurance by means of ex post facto settlement of accounts. The duplication of employees' physical check- ups between under the health insurance program and under the industrial health services must be coordinated in a manner either through mutual authorization by the two parties concerned or through merge into the health insurance. 3. The intent of current employees' physical check-up system focused on detection of occupational diseases, should be converted to an idea of medical surveillance system or biological moritoring system. The introduction of medical surveillance or biological monitoring system is a necessary condition to build a positive, effective and inexpensive occupational health care system.

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국내 요양병원의 감염병 입원환자 실태 분석 (Status of Infectious Disease Inpatients at Long-Term Care Hospitals in Korea)

  • 방찌야;이한주;손예동
    • 한국산학기술학회논문지
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    • 제21권9호
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    • pp.134-143
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    • 2020
  • 본 연구의 목적은 국내 요양병원에 입원한 감염병 환자의 실태를 파악하기 위함이다. 본 연구는 국내 요양병원에 입원한 감염병 환자의 실태를 조사하기 위한 서술적 조사연구이다. 798개의 요양병원을 대상으로 14개 감염병에 대해 2016년 1월 1일부터 2017년 12월 31일까지 2년 동안 지속적으로 운영된 요양병원에 입원한 감염병 환자수, 내원일수, 총 진료비 현황을 조사하였다. 2016년에 비해 2017년에 감염병 환자수, 내원일수, 총 진료비는 증가하였고, 요양병원에 많은 감염병은 클로스트리듐디피실리에 의한 장결장염, 인플루엔자, 옴이었다. 또한 연도별로 감염병이 발생한 요양병원 수를 확인한 결과, 인플루엔자, 클로스트리듐디피실리에 의한 장결장염, 카바페넴계내성 감염증이 발생한 병원이 2016년에 비해 2017년 증가하였다. 병상수에 따른 환자수는 150병상 이상 300병상 미만인 군이 가장 많았다. 따라서 요양병원에 많이 발생하는 클로스트리듐디피실리에 의한 장결장염, 인플루엔자, 옴에 대한 관리방안이 집중적으로 이루어져야 하며, 해당 질병에 대한 감염관리방법과 교육 등 가이드라인을 제공하는 것이 도움이 될 것이다. 또한 300병상 미만 요양병원에서의 감염관리를 위해 요양병원에 적용 가능한 감염감시기준을 마련하고, 감염관련시설 및 인력 확충을 지원하는 등 감염관리 시스템 구축이 필요하다.