• 제목/요약/키워드: Monitoring-Evaluation

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음향방출 에너지 파라미터를 이용한 고로 철피균열의 조기 결함탐지 기술 (Early Shell Crack Detection Technique Using Acoustic Emission Energy Parameter Blast Furnaces)

  • 김동현;이상범;배동명;양보석
    • 비파괴검사학회지
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    • 제36권1호
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    • pp.45-52
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    • 2016
  • 고로는 제철소에서 철을 만들어 내는 핵심설비 중 하나로 고온고압 환경에서 냉각과 팽창으로 인한 철피의 손상이 노출되어 있어 대형사고에 대한 발생 가능성이 높아 중점관리가 필요하다. 본 연구에서는 음향방출법을 이용한 대형구조물 안전진단 시스템에 대한 평가를 수행하였다. 특히, 철피 크랙의 성장은 큰 에너지를 수반하게 되어, 음향방출 에너지 파라미터의 급격한 증가로 심각한 손상을 예측하였다. 이러한 결과를 바탕으로 고로의 정비시기를 앞당겨 확인한 결과 실제 크랙을 UT와 병행하여 확인하였다. 본 연구에서는 음향방출법을 이용한 대형 구조물인 철피균열의 심각도에 대한 평가기준을 마련하여 구조물 조기 결함진단 시스템의 활용으로 유용할 것으로 기대된다.

수직 라인 관측시스템을 이용한 제주 동부 해안대수층에서 해수침투 모니터링 평가 (Saltwater Intrusion Monitoring Evaluation through Automatic Vertical Line Method in a Costal Aquifer of the Eastern Part of Jeju Island)

  • 장호준;하규철;황인욱;김기표;박원배
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제26권3호
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    • pp.1-13
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    • 2021
  • Groundwater monitoring is commonly practiced with real-time sensors placed in several depth spots in aquifer. However, this method only provides monitoring data at the point where the sensors are installed. In this study, we developed a vertical line monitoring system (VLMS) that can provide continuous data of groundwater parameters along the vertical depth. The device was installed in a well located on the coast of the eastern part of Jeju island to monitor electrical conductivity, temperature, salinity, pH, dissolved oxygen, and oxidation-reduction potential over approximately 3 months from September 11 to December 3, 2020. The results indicated that the groundwater levels fluctuated with the tidal change of seawater level, and the upper and lower boundaries of the freshwater and saltwater zone in the groundwater were located at below 16 m and 36 m of mean sea level, respectively. There was a large variation in EC values during the high tide and temperature change was the greatest during flow tide. Although further investigation is needed for improvement of the device to obtain more accurate and reliable data, the device has a potential utility to provide fundamental data to understand the seawater intrusion and transport mechanisms in coastal aquifers.

무선 통신 기반 해수식 기화기 운영 상태 모니터링 시스템 개발 (Development of Wireless Communication Based Operation State Monitoring System for Open Rack Vaporizer)

  • 유승열;전민성;이재철;강동훈;김동건;이순섭
    • 대한조선학회논문집
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    • 제59권5호
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    • pp.280-287
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    • 2022
  • An open rack vaporizer is a facility that vaporizes liquefied natural gas using sea water. When a vaporization efficiency of the open rack vaporizer decreases, liquefied natural gas can leak, which can cause great damage to the facility. Operators have to monitor the operation state of the facility in real-time to prevent the accident. However, operators have visited the site and have checked the state by looking at the value of sensors installed in the open rack vaporizer through indicators. For the safe operation of the open rack vaporizer, a monitoring system is needed to monitor the operation state of the open rack vaporizer in real-time without the need for operators to visit the site. In this paper, we developed a long term evolution based monitoring system to monitor the operation state of the open rack vaporizer. The developed system can monitor the real-time operation state of the open rack vaporizer at a control center far from the facility. For the system development, data transmission infrastructure using long term evolution was built. Afterwards a software was developed to monitor the operation state of the open rack vaporizer in real-time using the transmitted data. Finally, performance evaluation was conducted to confirm that the developed system operated successfully without data transmission delay or data missing.

Investigation of AI-based dual-model strategy for monitoring cyanobacterial blooms from Sentinel-3 in Korean inland waters

  • Hoang Hai Nguyen;Dalgeun Lee;Sunghwa Choi;Daeyun Shin
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2023년도 학술발표회
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    • pp.168-168
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    • 2023
  • The frequent occurrence of cyanobacterial harmful algal blooms (CHABs) in inland waters under climate change seriously damages the ecosystem and human health and is becoming a big problem in South Korea. Satellite remote sensing is suggested for effective monitoring CHABs at a larger scale of water bodies since the traditional method based on sparse in-situ networks is limited in space. However, utilizing a standalone variable of satellite reflectances in common CHABs dual-models, which relies on both chlorophyll-a (Chl-a) and phycocyanin or cyanobacteria cells (Cyano-cell), is not fully beneficial because their seasonal variation is highly impacted by surrounding meteorological and bio-environmental factors. Along with the development of Artificial Intelligence (AI), monitoring CHABs from space with analyzing the effects of environmental factors is accessible. This study aimed to investigate the potential application of AI in the dual-model strategy (Chl-a and Cyano-cell are output parameters) for monitoring seasonal dynamics of CHABs from satellites over Korean inland waters. The Sentinel-3 satellite was selected in this study due to the variety of spectral bands and its unique band (620 nm), which is sensitive to cyanobacteria. Via the AI-based feature selection, we analyzed the relationships between two output parameters and major parameters (satellite water-leaving reflectances at different spectral bands), together with auxiliary (meteorological and bio-environmental) parameters, to select the most important ones. Several AI models were then employed for modelling Chl-a and Cyano-cell concentration from those selected important parameters. Performance evaluation of the AI models and their comparison to traditional semi-analytical models were conducted to demonstrate whether AI models (using water-leaving reflectances and environmental variables) outperform traditional models (using water-leaving reflectances only) and which AI models are superior for monitoring CHABs from Sentinel-3 satellite over a Korean inland water body.

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논 물꼬관리 기법 적용에 따른 원단위 삭감부하량 산정식 평가 (Assessing the Unit Load Reduction Equation of Drainage Outlet Raising Management in Paddy Fields)

  • 김동현;오흥근;장태일;함종화
    • 한국농공학회논문집
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    • 제65권2호
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    • pp.35-45
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    • 2023
  • The DOR (Drainage outlet raising) in the paddy field has been suggested as one of the most important best management practices for the TMDL (Total maximum daily load) management in the technical guidelines by the NIER (National institute of environmental research). However, this method is underestimated and is not well adopted by local governments for the TMDL. The purpose of this study is to evaluate the unit load reduction equation according to the application of DOR in order to expand this equation. The original equation in the guideline was derived using the HSPF (Hydrological Simulation Program-Fortran) model for 1 year in Changnyeong. We analyzed the reduction effect of the original equation application by collecting additional long-term monitoring data from the Buan, Icheon, Iksan, and Jeonju. When comparing the reduction loads between the original equation and monitoring results, the evaluation results of the original equation were 11% of the monitoring analysis results, which was underestimated. This means that the original equation needs to be improved. For assessing the equation, the HSPF Paddy-RCH model was established according to the NI ER guideline and evaluated for applicability. The performance results of the model showed a reasonable range by the statistical criteria. Modified equations 1 and 2 were proposed based on the monitoring and modeling results. Modified equation 1 was the method of modifying the original equation's main factors, and modified equation 2 was the method of applying the non-point pollution reduction efficiency according to the rainfall class using the long-term modeling results. At the level of 58.6~64.6% of monitoring data, the difference between them could be further reduced compared to the original equation. The suggested approach will be more reasonable and practicable for decision-makers and will contribute to the TMDL management plans.

호흡 측정 기능의 스마트 의류를 위한 기초 디자인 연구 (A Study of the Basic Design for Smart Clothing based on Measurement of the Respiration)

  • 조하경;민세동
    • 감성과학
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    • 제15권4호
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    • pp.415-424
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    • 2012
  • 1990년대 이후 웰빙 라이프스타일의 도입 및 인구 고령화 사회의 진입으로 인해 언제 어디서나 지속적으로 측정가능한 생체 신호 센싱 모니터링 시스템에 대한 관심이 높아지고 있다. 이에 따라, 최근 지속적으로 호흡 측정이 가능한 시스템에 대한 연구 및 개발이 활발히 이루어지고 있으나 소비자 수요에 기반한 스마트 의류적용을 위한 호흡 측정 시스템의 연구는 미비하다. 따라서, 본 연구에서는 압전의 원리를 이용하여 호흡시 인체의 체표면이 변화하면서 센서에 가해지는 압력을 전기적 신호로 바꾸어 호흡을 측정하는, 전도성 섬유기반의 전기용량성 섬유 압력 센서(Textile Capacitive Pressure Sensor, TCPS)를 개발하였으며, 이를 실증적 연구를 통해 센서의 유용성을 입증하고자 하였다. 그 결과, Nasal로부터 측정된 호흡율과 TCPS를 통해 측정된 호흡율간의 상관계수는 r=0.9553 (p< 0.0001)로 TCPS의 신호 측정 정확성을 확인할 수 있었으며, 또한, 사용성 및 착용성 평가의 결과 인지적 변화, 착용성, 운동성, 관리의 용이성 및 유용성에서 모두 만족한다 정도의 평가 결과를 가져와 본 연구에서 개발된 TCPS의 착용성 및 의류 적합성을 입증하였다. 마지막으로 TCPS의 의류 적합 위치 평가 결과는 복부 부위에서 신호의 안정감을 갖으며, 착용감도 높은 것으로 나타났다. 최종적으로, 위의 결과들을 종합하여 호흡 측정 기능의 스마트 의류 개발을 위한 기초 디자인을 제시하였다.

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공간 보간법을 이용한 도시지역 미세먼지 측정소의 배치 적절성 평가 (Assessment of PM-10 Monitoring Stations in Daegu using GIS Interpolation)

  • 김효정;조완근
    • 대한공간정보학회지
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    • 제20권2호
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    • pp.3-13
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    • 2012
  • 본 연구에서는 대기분야에 GIS를 적용하여 대구지역 미세먼지(PM-10) 측정소의 위치가 적절한지 평가하고, 공중보건과 밀접한 관련이 있는 PM-10을 관리하기 위한 적합한 장소를 모색하였다. 대구시에는 총 11개의 도시대기측정소가 있으며 측정된 자료는 전체적인 PM-10 오염현황파악에 사용되고 있다. 그러나 기존의 대기오염 자동측정소는 측정기기의 배치상의 문제점을 자주 노출해 왔다. 따라서 본 연구는 GIS 보간법인 IDW와 Kriging 기법을 활용하여 대구지역 PM-10 농도지도를 작성하였다. 그 후, 대역분석을 통해 법정동별 평균 PM-10오염농도를 산출한 뒤, 기존 설치된 측정소가 저오염지역과 고오염지역 전반에 걸쳐 고르게 분포하고 있는지 평가하였다. 연도별, 계절별, 요일별 각 측정기간별로 살펴본 결과 대구광역시에 설치된 PM-10 대기측정소는 다양한 농도를 대표하기에는 부족한 부분이 있었다. 이러한 부족 부분을 보강하기 위하여, 각 평가단계마다 공통적으로 선정된 7개 지역(남산동, 남일동, 동일동, 북성로 1가, 종로 2가, 향촌동, 화전동)이 PM-10을 위한 추가설치지점으로 제안된다. 나아가, 대구지역 뿐만 아니라 타 도시에서도 공중의 보건을 위해 측정소의 구체적인 설치 장소 선정 및 추가설치가 필요할 것이라 제안된다.

내부피폭 감시주기 및 섭취형태가 방사성핵종 섭취량 평가에 미치는 영향 (Influence of the Monitoring Interval and Intake Pattern for the Evaluation of Intake)

  • Jong-Il Lee;Tae-Young Lee;Si-Young Chang;Jai-Ki Lee
    • 방사성폐기물학회지
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    • 제2권1호
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    • pp.53-59
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    • 2004
  • 방사성핵종의 특성, 섭취형태 그리고 내부피폭 감시주기는 작업자의 방사성핵종 섭취량 및 내부피폭선량 평가 결과에 중요한 영향을 줄 수 있다. 따라서 방사성핵종이 흡입섭취 될 경우 섭취형태(급성 또는 만성) 및 내부피폭 감시주기에 따른 섭취량 평가 오차를 계산하였다. 섭취 핵종으로는 $^{125}$/I(Type F), $^{137}$Cs(Type F), $^{235}$ U(Type M, Type S)를 고려하였고, 방사능입자크기(AMAD)는 1 $\mu\textrm{m}$와 5 $\mu\textrm{m}$를 고려하였다. 섭취형태에 따라 평가된 섭취량의 상대오차는 방사성핵종, 흡수형태 그리고 내부피폭 감시주기에 따라 달랐으나, 입자크기에 의한 영향은 거의 없었다. 섭취형태 가정에 따른 섭취량 평가 오차를 10% 미만으로 줄일 수 있는 내부피폭 최대감시주기는 $^{125}$/I(Type F)에 대해 60일, $^{137}$Cs(Type F)에 대해 180일, $^{235}$ U(Type M)에 대해 90일, 그리고 $^{235}$ U(Type S)에 대해 360일로 나타났다.

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Nondestructive Evaluation of Railway Bridge by System Identification Using Field Vibration Measurement

  • Ho, Duc-Duy;Hong, Dong-Soo;Kim, Jeong-Tae
    • 비파괴검사학회지
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    • 제30권6호
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    • pp.527-538
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    • 2010
  • This paper presents a nondestructive evaluation approach for system identification (SID) of real railway bridges using field vibration test results. First, a multi-phase SID scheme designed on the basis of eigenvalue sensitivity concept is presented. Next, the proposed multi-phase approach is evaluated from field vibration tests on a real railway bridge (Wondongcheon bridge) located in Yangsan, Korea. On the steel girder bridge, a few natural frequencies and mode shapes are experimentally measured under the ambient vibration condition. The corresponding modal parameters are numerically calculated from a three-dimensional finite element (FE) model established for the target bridge. Eigenvalue sensitivities are analyzed for potential model-updating parameters of the FE model. Then, structural subsystems are identified phase-by-phase using the proposed model-updating procedure. Based on model-updating results, a baseline model and a nondestructive evaluation of test bridge are identified.

탄소섬유 복합재료의 AE에 충격손상재강도와 손상특성 평가 (The Evaluation of Strength and Damage Characteristics by AE in Impact Test of CFRP)

  • 이상국;오세규;남기우;김옥균
    • 한국해양공학회지
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    • 제9권1호
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    • pp.47-56
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    • 1995
  • This study is aimed to have a database of system development for the prediction, monitoring, analyzing, and evaluation of tensile strength and damage characteristics through AE technique for CFRP. Therefore the correlations between impact characteristics (such as impact velocity, impact energy, delamination area etc) and AE signals for CFRP laminates were investigated. And also it were accomplished the evaluation of tensile strength and the investigation on correlation with AE signals for impact damaged specimen of CFRP laminates.

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