• 제목/요약/키워드: Heat Input

검색결과 1,101건 처리시간 0.032초

국가농림기상센터 지면대기모델링패키지(NCAM-LAMP) 버전 1: 구축 및 평가 (The NCAM Land-Atmosphere Modeling Package (LAMP) Version 1: Implementation and Evaluation)

  • 이승재;송지애;김유정
    • 한국농림기상학회지
    • /
    • 제18권4호
    • /
    • pp.307-319
    • /
    • 2016
  • 국가농림기상센터(NCAM)에서는 수요자 맞춤형 영농 영림을 지원하기 위하여 전용 수치모델링시스템인 지면대기모델링패키지(LAMP) 버전 1을 구축하였다. 이 패키지는 두 가지의 큰 축으로 구성되어 있다. 하나는 WRF 기상모델과 Noah-MP 지면모델의 결합시스템인 WRF/Noah-MP 시스템이고, 다른 하나는 Noah-MP 지면 모델의 오프라인 독립구동형 1차원 버전이다. 전자는 7일 이상의 중기 기상예측 자료를 1km 내외의 고해상도로 생산하는 일을 담당하고, 후자는 대표적인 농림생태계에 대하여 1년 지면모의 자료를 15분 간격으로 생산하는 일을 담당한다. 본 연구의 목적은 NCAM-LAMP의 두 구성 요소를 간단히 설명하고, 초기의 수치모의 성능을 평가하는데 있다. WRF/Noah-MP 결합시스템은 동아시아를 포함하는 어미격자 도메인에 최고 810m의 수평 해상도를 갖는 3개의 둥지격자로 구축되었으며, 가장 안쪽 도메인은 광릉 활엽수림 관측지와 침엽수림 관측지(GDK 및 GCK)를 포함한다. 이 결합시스템은 현재 미국 환경예측센터의 FNL 자료를 초기 및 경계자료로 이용하여 구동되며, 여러 개의 약 8일 모의 결과를 연결시켜 장기간에 대한 모의 자료를 생산하였다. 정량적 검증 변수는 WRF/Noah-MP 결합시스템의 2m 기온, 10m 바람, 2m 습도, 강수이며, 기상청 ASOS 관측 자료와 WRF/Noah-MP 결합시스템 모의 자료 사이의 차이를 이용하여 각 도메인에서 동적 식생 포함 유무에 따른 모의 오차를 계산하였다. 강수 모의의 정확도는 탐지확률(POD)과 공평위협점수(ETS)로 구성된 표를 이용하여 조사하였다. 오프라인 독립구동형 지면모델은 1년 기간에 대해 모의 결과를 생산하였으며, KoFlux 관측자료와 비교하여, 순복사 플럭스, 현열 플럭스, 잠열 플럭스 및 토양 수분 함량을 평가하였다. WRF/Noah-MP 결합시스템의 모의 결과에 따르면, 모든 도메인 중에서 도메인 4(810m 해상도)에서 2m 기온, 10m 바람 및 2m 습도에 대하여 가장 작은 RMSE를 보였다. 동적 식생을 포함시키면 모든 도메인에서 10m 바람의 모의 오차가 감소하게 되는 경향을 보였다. 도메인 2(7,290m 해상도)에서는 강수 모의 점수가 가장 높았으나, 동적 식생을 포함시킴에 따른 효과는 별로 없었다. 독립구동형 1차원 Noah-MP의 지면모의 결과는 복사 플럭스와 토양 수분의 패턴 및 크기를 포착하였으며, 엽면적지수의 모델 입력 부분을 보충하고, 모델 물리과정의 적절한 조합을 찾아내는 노력을 통해 개선될 수 있는 여지를 남겼다.

폐기물처리시설의 세부검사방법 마련연구(I): 공정별 주요인자 도출 및 물질·에너지수지 산정 (A study on inspection methods for waste treatment facilities(I): Derivation of impact factor and mass·energy balance in waste treatment facilities)

  • 이풀잎;권은혜;손준익;강준구;전태완;이동진
    • 유기물자원화
    • /
    • 제31권1호
    • /
    • pp.69-84
    • /
    • 2023
  • 폐기물처리시설의 지속적인 설치·정기검사에도 불구하고 현장 처리시설에서는 과다소각, 불법투기 악취 등에 대한 민원이 지속적으로 발생하는 것으로 보아 현재의 폐기물처리시설 설치정기 검사방법의 개선이 필요하다고 판단되었다 이에 현재 운영중인 폐기물처리시설(6개분야)을 대상으로 현장조사를 실시하여 각 분야별 폐기물처리공정을 파악하고 검사에 적용된 주요한 운영인자를 파악하고, 주요공정별 물질·에너지수지를 산정하여 폐기물처리시설의 적정 운영 여부를 확인하였다. 주요 운영인자 조사 결과 소각 및 시멘트 소성로, 소각열회수시설 등의 경우 소각에 필요한 소각로의 온도 유지 및 발생되는 대기오염물질의 처리가 가장 주요한 인자였으며, 매립시설의 경우 옹벽의 안정성, 매립 후 발생되는 침출수 및 배출가스 관리가 주요한 인자로 나타났다. 멸균·분쇄시설의 경우 멸균여부(아포균검사)가 가장 중요한 주요인자 이었으며, 음식물류폐기물처리시설의 경우 발효(소화, 부숙) 시 체류시간 및 악취관리가 주요한 인자로 나타났다. 또한 물질에너지수지 산정 결과 소각시설의 경우 폐기물 투입량 대비 바닥재 발생량은 약 14%, 비산재 발생량은 약 3%로 적정 운영되고 있을을 확인하였다. 또한 음식물류폐기물시설 중 혐기성분해시설의 경우 유입량 대비 바이오가스 발생량은 약 17%, 바이오가스 전환효율은 약 81%로 나타났고, 퇴비화시설의 경우 유입폐기물 대비 약 11%의 퇴비가 생산되어 모두 적정운영 되고있음을 확인하였다. 이에 따라 폐기물처리시설 검사방법의 고도화를 이루기 위해 세부검사방법의 정량적 기준 적립 뿐만 아니라 각 시설의 정기검사 시 1년간의 운영자료 등을 수집하여 폐기물의 흐름을 파악하고 처리시설의 적정운영 여부를 판단한다면, 처리시설의 운영 및 관리효율이 상승할 것으로 판단된다.

Li-Al-Si 함유 유리세라믹 순환자원으로부터 Ca계열 염배소법 및 이에 따른 수침출 공정에 의한 리튬의 회수 연구 (A Study on the Recovery of Lithium from Secondary Resources of Ceramic Glass Containing Li-Al-Si by Ca-based Salt Roasting and Water Leaching Process)

  • 주성호;신동주;이동석;신선명
    • 자원리싸이클링
    • /
    • 제32권1호
    • /
    • pp.42-49
    • /
    • 2023
  • Li-Al-Si를 함유한 유리세라믹 순환자원은 인덕션, 방화유리, 비젼냄비 등 리튬의 전체 소비량 중 14%로 리튬이온전지 다음으로 많이 쓰인다. 따라서 리튬의 수요가 폭발하고 있는 현재 새로운 리튬 자원을 찾아야 하고 이로부터 리튬의 회수 연구가 필요하다. 본 연구는 이러한 맥락하에 Li을 함유한 새로운 순환자원인 Li-Al-Si 유리세라믹으로부터 리튬을 회수하기 위한 연구를 수행하였다. 본 연구에서는 1.5% Li, 9.4% Al, 28.9% Si를 함유한 Li-Al-Si 유리세라믹 중 방화유리를 원료물질로 사용하였다. 방화유리로부터 리튬을 회수하기 위한 공정은 크게 칼슘 염을 투입한 건식 배소 공정과 수침출 공정으로 나뉜다. 325 mesh 이하로 분쇄된 방화유리 시료를 열처리 전과 열처리 후 칼슘 염을 투입하여 침출 실험을 비교 진행하였고 칼슘 염과 Li-Al-Si 유리세라의 투입비율에 따른 침출율, 칼슘 염 배소 온도에 따른 침출 연구도 비교 수행하였다. 수침출 연구에서는 온도, 시간, 고액비, 그리고 연속 침출횟수에 따라 리튬의 침출율 및 회수율을 비교하였다. 그 결과 Li-Al-Si를 함유한 유리세라믹 방화유리는 열처리를 반드시 수행하여 베타 형태의 스포듀민으로 상변화 시켜야 하며 이로부터 CaCO3 염을 Li-Al-Si를 함유한 유리세라믹 방화유리와 6:1의 비율로 투입하여 1000℃이상에서 배소한 후 4회 이상 연속 침출하여 리튬의 회수율을 98% 이상 획득하였고 이때 리튬의 농도는 200mg/L였다.

유한 요소 해석을 이용한 고주파 간 종양 절제술의 입력 파형 최적화를 위한 연구 (A Study For Optimizing Input Waveforms In Radiofrequency Liver Tumor Ablation Using Finite Element Analysis)

  • 임도형;남궁범석;이태우;최진승;탁계래;김한성
    • 대한의용생체공학회:의공학회지
    • /
    • 제28권2호
    • /
    • pp.235-243
    • /
    • 2007
  • Hepatocellular carcinoma is significant worldwide public health problem with an estimated annually mortality of 1,000,000 people. Radiofrequency (RF) ablation is an interventional technique that in recent years has come to be used for treatment of the hepatocellualr carcinoma, by destructing tumor tissues in high temperatures. Numerous studies have been attempted to prove excellence of RF ablation and to improve its efficiency by various methods. However, the attempts are sometimes paradox to advantages of a minimum invasive characteristic and an operative simplicity in RF ablation. The aim of the current study is, therefore, to suggest an improved RF ablation technique by identifying an optimum RF pattern, which is one of important factors capable of controlling the extent of high temperature region in lossless of the advantages of RF ablation. Three-dimensional finite element (FE) model was developed and validated comparing with the results reported by literature. Four representative Rf patterns (sine, square, exponential, and simulated RF waves), which were corresponding to currents fed during simulated RF ablation, were investigated. Following parameters for each RF pattern were analyzed to identify which is the most optimum in eliminating effectively tumor tissues. 1) maximum temperature, 2) a degree of alteration of maximum temperature in a constant time range (30-40 second), 3) a domain of temperature over $47^{\circ}C$ isothermal temperature (IT), and 4) a domain inducing over 63% cell damage. Here, heat transfer characteristics within the tissues were determined by Bioheat Governing Equation. Developed FE model showed 90-95% accuracy approximately in prediction of maximum temperature and domain of interests achieved during RF ablation. Maximum temperatures for sine, square, exponential, and simulated RF waves were $69.0^{\circ}C,\;66.9^{\circ}C,\;65.4^{\circ}C,\;and\;51.8^{\circ}C$, respectively. While the maximum temperatures were decreased in the constant time range, average time intervals for sine, square, exponential, and simulated RE waves were $0.49{\pm}0.14,\;1.00{\pm}0.00,\;1.65{\pm}0.02,\;and\;1.66{\pm}0.02$ seconds, respectively. Average magnitudes of the decreased maximum temperatures in the time range were $0.45{\pm}0.15^{\circ}C$ for sine wave, $1.93{\pm}0.02^{\circ}C$ for square wave, $2.94{\pm}0.05^{\circ}C$ for exponential wave, and $1.53{\pm}0.06^{\circ}C$ for simulated RF wave. Volumes of temperature domain over $47^{\circ}C$ IT for sine, square, exponential, and simulated RF waves were 1480mm3, 1440mm3, 1380mm3, and 395mm3, respectively. Volumes inducing over 63% cell damage for sine, square, exponential, and simulated RF waves were 114mm3, 62mm3, 17mm3, and 0mm3, respectively. These results support that applying sine wave during RF ablation may be generally the most optimum in destructing effectively tumor tissues, compared with other RF patterns.

서울 도시계획 정책을 적용한 기후영향평가 - 남북녹지축 조성사업을 대상으로 - (Urban Climate Impact Assessment Reflecting Urban Planning Scenarios - Connecting Green Network Across the North and South in Seoul -)

  • 권혁기;양호진;이채연;김연희;최영진
    • 환경영향평가
    • /
    • 제24권2호
    • /
    • pp.134-153
    • /
    • 2015
  • 도시 계획적 측면에서 도시의 구조적 변화에 따른 기후영향을 파악하여 그 결과를 도시계획에 반영하는 것은 중요하다. 서울시에서는 도시계획 시나리오 정보를 제공하기 위해 도시계획정보시스템(Urban Plan Information System, UPIS)을 활용 중이다. 지자체의 실제 도시계획에 따른 기후영향을 평가하고 분석하기 위해서는 UPIS에서 제공하는 도시계획시나리오와 도시기후분석모델을 손쉽게 연계할 수 있어야 한다. 본 연구에서는 국립기상과학원의 도시기후분석모델(Climate Analysis Seoul, CAS)과 도시계획 시나리오를 연계하는 기술을 개발하였다. CAS는 건물과 식생의 물리적 배치에 따른 온도, 바람 등의 국지규모 변화와 중규모 기상모델인 MetPhoMod(METeorology and atmospheric PHOtochemistry mesoscale MODel)의 분석결과를 바탕으로 찬공기의 생성, 이동, 정체와 바람흐름, 열적환경 등을 분석하는 기능을 가지고 있다. 정밀한 도시정보를 모델에 적용하기 위해 고해상도의 항공 LiDAR(LIgit Detection And Ranging) 측량을 통해 생성된 래스터자료(1m 해상도)와 KOMPSAT-2(KOrea Multi-Purpose SATellite) 위성영상 자료(4m 해상도)를 이용하여 토지피복 및 수치표고자료로 활용할 입력자료를 생성하였다. 보다 정확한 도시지면 특징을 반영하기 위해 수치표면모델인 DSM(Digital Surface Model)과 수치지형모델인 DTM(Digital Terrain Model)을 전산유체역학모델(Computational Fluid Dynamics, CFD) 입력자료로 사용하여 상세바람분석을 수행하였다. 8방위의 유입류를 고려하여 재정비 전후의 도시구조물 주변의 흐름 및 풍속 분포와 녹지축 형성 전후의 열환경 변화를 분석하였다. 현실적인 기상상태 반영을 위해 CAS의 중규모 기상장을 입력자료로 사용하였으며, 그 결과 재정비에 따른 도시구조물 변화에 의해 바람길에 큰 변화가 확인되었다. 녹지축 형성 이후 전반적으로 재정비지역 주변의 온도가 감소하였다. CAS와 CFD의 연동을 통해 도시지역 재정비와 녹지축 형성 전후의 주변 바람길과 열환경에 대한 실제적인 평가가 가능하며, 도시개발계획과 녹지조성계획 수립에 유용할 것으로 기대된다.

동아시아 지역의 플럭스 타워 관측지에 대한 MODIS 위성영상 기반의 증발산 평가 (Evaluation of MODIS-derived Evapotranspiration at the Flux Tower Sites in East Asia)

  • 정승택;장근창;강신규;김준
    • 한국농림기상학회지
    • /
    • 제11권4호
    • /
    • pp.174-184
    • /
    • 2009
  • 지표 증발산은 육상 생태계의 수문순환의 주요 성분으로서, 지표-대기간의 에너지 교환, 미기후, 지역의 수자원 함량, 식생의 일차생산성 등에 중요한 영향을 미친다. 증발산을 추정하기 위한 방법들 중에서 MODIS를 이용한 방법은 위성 자료만을 사용하여 넓은 지역에 대한 지속적인 증발산 모니터링이 가능하다는 장점을 갖고 있다. 본 연구에서는 MODIS 기반의 증발산 추정 알고리즘을 동아시아 지역에 적용하고, 그 신뢰도를 평가하였으며, 주요 오차요인을 분석하였다. 증발산 평가 결과 여섯 연구지역(GDK, HFK, TKY, TMK, CBS, SKT)에서는 $r^2$가 0.38~0.73, ME 와 RMSE가 각각 $-44{\sim}+31W\;m^{-2}$, $48{\sim}111W\;m^{-2}$로 신뢰할 만한 결과를 나타냈다. 하지만 다른 세 연구지역(HBG, QYZ, MKL)에서는 관측 값과 비교해서 차이를 나타내었고, 과소평가하는 경향을 보였다. HBG, MKL 지역은 MODIS 기상 자료 및 복사요소의 오차가 주요 원인으로 나타났다. 그러나 QYZ지역은 기상 자료와 복사요소가 모두 좋은 일치도를 보였기 때문에, 모형의 모수와 관련된 오차가 주요 원인의 하나로 판단된다. 임관 전도도의 오차가 증발산 오차에 미치는 영향을 분석한 결과, HBG지역을 제외한 다른 연구지 역에서 r값이 0.59~0.82로 관측값과의 상관성이 높은 것을 확인하였다. 또한 MODIS로부터 산출된 순간 증발산을 일 단위로 확장시킨 결과, 순간 증발산의 일치도가 떨어졌던 3개 연구지역을 제외하고 6개 지역에서 $r^2$가 0.44~0.89, ME와 RMSE는 각각 $-0.7{\sim}+0.6mm\;day^{-1}$, $0.5{\sim}1.1mm\;day^{-1}$의 범위로 신뢰도 있는 결과를 나타냈다.

한반도 연안해역에서 인공위성 산란계(MetOp-A/B ASCAT) 해상풍 검증 (Validation of Satellite Scatterometer Sea-Surface Wind Vectors (MetOp-A/B ASCAT) in the Korean Coastal Region)

  • 곽병대;박경애;우혜진;김희영;홍성은;손은하
    • 한국지구과학회지
    • /
    • 제42권5호
    • /
    • pp.536-555
    • /
    • 2021
  • 해상풍은 해양의 표층 해류 및 순환, 혼합층, 열속의 변화를 주도하며 해양-대기 상호작용을 이해할 수 있는 중요한 변수이다. 인공위성의 발달에 따라 산란계 관측 자료를 기반으로 산출한 해상풍은 여러 목적으로 광범위하게 사용되어 왔다. 한반도 연안과 같은 복잡한 해양 환경에서 산란계 관측 해상풍은 해양 및 대기 현상 이해에 중요한 요소이다. 따라서 위성 해상풍의 정확도 검증 결과가 다양한 활용을 위하여 중요하게 활용될 수 있다. 본 연구에서는 대표적인 산란계인 MetOp-A/B (METeorological OPerational satellite-A/B)에 탑재된 ASCAT (Advanced SCATterometer) 해상풍 자료를 한반도 주변의 16개 지점에서 2020년 1월부터 12월까지 실측된 해양기상부이 해상풍 자료와 비교하여 해상풍의 정확도를 검증하였다. 해수면으로부터 4-5 m 고도에서 관측된 부이 바람은 LKB (Liu-Katsaros-Businger) 모델을 활용하여 10 m의 중립 바람으로 변환하였다. 일치점 생산 과정 결과 MetOp-A와 MetOp-B에 대하여 5,544개와 10,051개의 일치점을 만들었다. 각 위성 해상풍 풍속의 평균제곱근오차는 1.36 m s-1와 1.28 m s-1, 편차는 0.44 m s-1와 0.65 m s-1로 나타났다. 산란계의 풍향은 MetOp-A와 MetOp-B에서 각각 -8.03°와 -6.97°의 음의 편차와 32.46°와 36.06°의 평균제곱근오차를 보였다. 이러한 오차들은 해양-대기 경계층 내의 성층과 역학과 관련된 것으로 추정된다. 한반도 주변 해역에서 산란계 해상풍은 특히 풍속이 약한 구간에서 실측 풍속보다 과대추정되었다. 또한 연안으로부터의 거리가 가까워질수록 오차가 증폭되는 특성이 나타났다. 본 연구 결과는 산란계 해상풍 자료를 이용하는 해양-대기 상호작용 및 태풍 연구와 같은 한반도 연안 해역의 예측 모델 발전에 기여할 수 있을 것으로 기대된다.

전기로 제강분진의 재활용과정에서 발생되는 Fe-Clinker의 자원화에 관한 연구 (A Study on the Resource Recovery of Fe-Clinker generated in the Recycling Process of Electric Arc Furnace Dust)

  • 윤재홍;윤치현
    • 자원리싸이클링
    • /
    • 제32권1호
    • /
    • pp.50-59
    • /
    • 2023
  • 전기로에서 고철(Scrap)의 용해과정에서 발생되는 분진량은 고철장입량의 약1.5%정도이며, 주로 백필터(Bag Filter)에서 포집된다. 전기로 제강분진의 주요한 구성원소인 아연(Zn)과 철(Fe)중에서 아연성분은, 제강분진에 탄소계의 환원재(코크스, 무연탄)와 석회석(C/S제어)을 첨가하여 Pellet형태로 가공한 후에 반응로(Rotary Kiln 또는 RHF)에 장입하여 환원, 휘발, 재산화의 단계적인 세부반응을 거쳐서, 60wt%Zn을 함유한 조산화아연(Crude Zinc Oxide)으로 회수된다. 한편 제강분진 중의 철(Fe)성분은, Fe-Base의 Clinker(2차부산물)라고 하는 고형물의 형태로 반응기로부터 배출된다. 기존의 Fe-Clinker의 처리방법은, 각국의 상황에 따라서 다양한 방안들이 시행되고 있는데, 대표적인 처리방법으로는 매립, 재활용(로반재, 콘크리트용 골재, 시멘트제조용 Fe-Source), 그 외에 다양한 처리방법들이 있다. 이들 방법들 중에서 매립의 경우는, 침출수에 의한 환경오염, 고가의 매립비용, Fe자원의 낭비 등의 이유로, 결코 바람직한 처리방법이라고 할 수는 없다. 그러나 Fe-Clinker중의 Fe성분을 전기로를 이용하여 직접적으로 재활용하는 방법에 대한 연구결과는 거의 찾아볼 수 없었다. 따라서 본 연구에서는 Fe-Clinker중의 Fe성분을 보다 적극적으로 회수하기 위한 방법으로서, 먼저 Fe-Clinker를 분쇄하고 이어서 비중선별과 자력선별을 순차적으로 실시하여, Fe-성분이 농축된 조분(Coarse particle, >약10㎛)과 슬래그성분을 주로 함유한 미분(Fine particle, <약10㎛)으로 분리하였다. 이렇게 분리한 조분에 탄소계 환원제(코크스, 무연탄)와 점결재(전분)를 첨가하여 단광 Clinker를 제조하여, 전기로에 고철을 장입할 때에 소량(1~3wt%)의 단광Clinker를 함께 장입하여, 단광Clinker의 첨가재(가탄재, Fe-Source, 발열재 등으로서의 역할)로서의 사용가능성을 조사하였다. 그 결과, 비록 소량이지만, 전력원단위와 생산수율이 다소 향상되는 효과를 나타내었으며, 용융금속에 대한 가탄효과도 확인할 수 있었다.

심층신경망과 천리안위성 2A호를 활용한 지상기온 추정에 관한 연구 (Estimation for Ground Air Temperature Using GEO-KOMPSAT-2A and Deep Neural Network)

  • 엄태윤;김광년;조용한;송근용;이윤정;이윤곤
    • 대한원격탐사학회지
    • /
    • 제39권2호
    • /
    • pp.207-221
    • /
    • 2023
  • 본 연구는 천리안위성 2A호의 Level 1B (L1B) 정보를 사용해 지상기온을 추정하기 위한 심층신경망(deep neural network, DNN) 기법을 적용하고 검증을 실시하였다. 지상기온은 지면으로부터 1.5 m 높이의 대기온도로 일상생활뿐만 아니라 폭염이나 한파와 같은 이슈에 밀접한 관련을 갖는다. 지상기온은 지표면 온도와 대기의 열 교환에 의해 결정되므로 위성으로부터 산출된 지표면 온도(land surface temperature, LST)를 이용한 지상기온 추정 연구가 활발하였다. 하지만 천리안위성 2A호 산출물 LST는 Level 2 정보로 구름영향이 없는 픽셀만 산출되는 한계가 있다. 따라서 본 연구에서는 Advanced Meteorological Imager 센서에서 측정된 원시데이터에 오직 복사와 위치보정을 마친 L1B 정보를 사용해 지상기온을 추정하기 위한 DNN 모델을 제시하고 그 성능을 가늠하기 위해 위성 LST와 지상관측 기온 사이의 선형회귀모델을 기준모델로 사용하였다. 연구기간은 2020년부터 2022년까지 3년으로 평가기간 2022년을 제외한 기간은 훈련기간으로 설정했다. 평가지표는 기상청의 종관기상관측소에서 정시에 관측된 기온정보로 평균 제곱근 오차를 사용하였다. 관측지점에서 추출된 픽셀 중 손실된 픽셀의 비율은 LST는 57.91%, L1B는 1.63%를 보였으며 LST의 비율이 낮은 이유는 구름의 영향 때문이다. 제안한 DNN의 구조는 16개 L1B 자료와 태양정보를 입력 받는 층과 은닉층 4개, 지상기온 1개를 출력하는 층으로 구성하였다. 연구결과 구름의 영향이 없는 경우 DNN 모델이 root mean square error (RMSE) 2.22℃로 기준모델의 RMSE 3.55℃ 보다 낮은 오차를 보였고, 흐린 조건을 포함한 총 RMSE는 3.34℃를 나타내면서 구름의 영향을 제거할 수 있을 것으로 보였다. 하지만 계절과 시간에 따른 분석결과 여름과 겨울철에 모델의 결정계수가 각각 0.51과 0.42로 매우 낮게 나타났고 일 변동의 분산이 0.11과 0.21로 나타났다. 가시채널을 고려해 태양 위치정보를 추가한 결과에서 결정계수가 0.67과 0.61로 개선되었고 시간에 따른 일 변동의 분산도 0.03과 0.1로 감소하면서 모든 계절과 시간대에 더 일반화된 모델을 생성할 수 있었다.

Sensory Information Processing

  • Yoshimoto, Chiyoshi
    • 대한의용생체공학회:의공학회지
    • /
    • 제6권2호
    • /
    • pp.1-8
    • /
    • 1985
  • The wall shear stress in the vicinity of end-to end anastomoses under steady flow conditions was measured using a flush-mounted hot-film anemometer(FMHFA) probe. The experimental measurements were in good agreement with numerical results except in flow with low Reynolds numbers. The wall shear stress increased proximal to the anastomosis in flow from the Penrose tubing (simulating an artery) to the PTFE: graft. In flow from the PTFE graft to the Penrose tubing, low wall shear stress was observed distal to the anastomosis. Abnormal distributions of wall shear stress in the vicinity of the anastomosis, resulting from the compliance mismatch between the graft and the host artery, might be an important factor of ANFH formation and the graft failure. The present study suggests a correlation between regions of the low wall shear stress and the development of anastomotic neointimal fibrous hyperplasia(ANPH) in end-to-end anastomoses. 30523 T00401030523 ^x Air pressure decay(APD) rate and ultrafiltration rate(UFR) tests were performed on new and saline rinsed dialyzers as well as those roused in patients several times. C-DAK 4000 (Cordis Dow) and CF IS-11 (Baxter Travenol) reused dialyzers obtained from the dialysis clinic were used in the present study. The new dialyzers exhibited a relatively flat APD, whereas saline rinsed and reused dialyzers showed considerable amount of decay. C-DAH dialyzers had a larger APD(11.70$\pm$1.32mmHg/min)compared to CF dialyzers(4.32$\pm$0.55mmHg/min)(p<0.05). However, there was no observable difference in the UFR between the two dialyzers. Neither APD nor UFR showed any significant increase with an increasing number of reuses for up to more than 20reuses. A substantial number of failures observed in APD(larger than 20mmHe/min)on the reused dialyzers(2 out of 40 CP and S out 26 C-DAK) were attributed to the Possible damage on the fibers. The CF 15-11 HFDs which failed APD test did not show changes in the UFR compared to normal dialyzers indicating that APD is a more sensitive test than UFR test to evaluate the integrity of the fibers. 30527 T00401030527 ^x For quantitative measurement of reflected light from a clinical diagnostic strip, a prototype old reflectance photometer was designed. The strip loader and cassette were made to obtain more accurate reflectance parameters. The strip was illuminated at 45˚c through optical fiber and the intensity of reflected light was determined at rectanguLat angle using a photodiode. The kubelka-munk coefficient and reflection optical density were determined ar four different wavelengths(500, 550, 570 and 610nm) for blood glucose strip. For higher concentration than 300mg/41 about glucose, a saturation state of abforbance was observed at 500, 550 and 570nm. The correlation between glucose concentration and parameters was the best at 610nm. 30535 T00401030535 ^x Radiation-induced fibrosarcoma tumors were grown on the flanks of C3H mice. The mice were divided into two groups. One group was injected with Photofrin II, intravenously (2.5mg/kg body weight). The other group received no Photofrin II. Mice from both groups were irradialed for approximately 15 minutes at 100, 300, or 500 mW/cm2 with the argon (488nm/514.5 nm), dye(628nm) and gold vapor (pulsed 628 nm) laser light. A photosensitizer behaved as an added absorber. Under our experimental conditions, the presence of Photolfrin II increased surface temperature by at least 40% and the temperature rise due to 300 mW/cm2 irradiation exceeded values for hyperthermia. Light and temperature distributions with depth were estimated by a computer model. The model demonstrated the influence of wavelength on the thermal process and proved to be a valuable tool to investigate internal temperature rise. 30536 T00401030536 ^x We investigated the structural geometry of thirty-eight Korean femurs. The purpose of this study is to identify major geometrical differences between Korean femurs 3nd others that we believe belong to Caucasians so that we would be able to get insights into the femoral component design that fits Asians including Koreans. We utilized computerized tomography (CT) images of femurs extracted from cadavers. The CT images were transformed into bitmap data by using a film scanner, and then analyzed by using a commercially available software called Image v.1.0 and a Macintosh IIci computer.The resulting data were compared with already published data. The major results show that the geometry of the Korean femurs is significantly different from that of Caucasians: (1) the anteversion angle and the canal flare index are greater by the amount of approximately 8˚ and 0.5, respectively, (2) the shape of the isthmus cross section is more round, and (3) the distance between the teaser trochanter and the proximal border of the isthmus is shelter by about 15 mm. The results suggested that the femoral component suitable for Asians should be different from the currently-used components designed and manufactured mostly by European or American companies. 30537 T00401030537 ^x It is well known that nonlinear propagation characteristics of the wave in the tissue may give very useful information for the medical diagnoisis. In this paper, a new method to detect nonlinear propagation characteristics of the internal vibration in the tissue for the low frequency mechanical vibration by using bispectral analysis is proposed. In the method, low frequency vibration of f0( = 100Hz) is applied on the surface of the object, and the waveform of the internal vibration x (t) is measured from Doppler frequency modulation of silmultaneously transmitted probing ultrasonic waves. Then, the bispectra of the signal x (t) at the frequencies (f0, f0) and (f0, 2f0) are calculated to estimate the nonlinear propagation characteristics as their magnitude ratio, w here since bispectrum is free from the gaussian additive noise we can get the value with high S/N. Basic experimental system is constructed by using 3.0 MHz probing ultrasonic waves and the several experiments are carried out for some phantoms. Results show the superiority of the proposed method to the conventional method using power spectrum and also its usefulness for the tissue characterization. 30541 T00401030541 ^x This paper describes the implementation of a computerized radial pulse diagnosis by aids of a clinical expert. On this base, we composed of the radial pulse diagnosis system in korean traditional medicine. The system composed of a radial pulse wave detection system and a radial pulse diagnosis system. With a detection system, we detected Inyoung and Cheongu radial pulse wave and processed it. Then, we have got the characteristic parameters of radial pulse wave and also quantified that according to the method of Inyoung-Cheongu Comparison Radial Pulse Diagnosis. We defined the jugement standard of radial pulse diagnosis system and then we confirmed the possibility for realization of automatic radial pulse diagnosis in korean traditional medicine. 30545 T00401030545 ^x Microspheres are expected to be applied to biomedical areas such as solid-phase immunoassays, drug delivery systems, immunomagnetic cell separation. To synthesize microspheres for biomedical application, "two stage shot growth method" was developed. The uniformity ratio of synthesized microspheres was always smaller than 1.05. And the surface charge density (or the number of ionizable functional groups) of the microspheres synthesized by "two stage shot growth method" was 6~13 times higher than that of the microspheres synthesized by conventional seeded batch copolymerization. As a previous step for biomedical application, adsorption experiments of bovine albumin on microspheres were carried out under various conditions. The maximum adsorbed amount was obtained in the neighborhood of pH 4.5. Isoelectric point of bovine albumin is pH 5.0, so experimental result shows that it shifted to acid area. The adsorption isotherm was obtained, the plateau region was always reached at 2.Og/L (bulk concentration of bovine albumin).The effect of the kind and the amount of surface functional group was also examined. 30575 T00401030575 ^x A medical image workstation was developed using multimedia technique. The system based on PC-486DX was designed to acquire medical images produced by medical imaging instruments and related audio information, that is, doctors' reporting results. Input information was processed and analyzed, then the results were presented in the form of graph and animation. All the informations of the system were hierarchically related with the image as the apex. Processing and analysis algorithms were implemented so that the diagnostic accuracy could be improved. The diagnosed information can be transferred for patient diagnosis through LAN(local area network). 30592 T00401030592 ^x In the conventional infrared imaging system, complex infrared lens systems are usually used for directing collimated narrow infrared beams into the high speed 2-dimensional optic scanner. In this paper, a simple reflective infrared optic system with a 2-dimensional optic scanner is proposed for the realization of medical infrared thermography system. It has been experimentally proven that the intfrared thermography system composed of the proposed optic system has the temperature resolution of 0.1˚c under the spatial resolution of lmrad, the image matrix size of 256 X 240, and tile imaging time of 4 seconds. 30593 T00401030593 ^x In this paper, MIIS (Medical Image Information System) has been designed and implemented using INGRES RDBMS, which is based on a client/server architecture. The implemented system allows users to register and retrieve patient information, medical images and diagnostic reports. It also provides the function to display these information on workstation windows simultaneously by using the designed menu-driven graphic user interface. The medical image compression/decompression techniques are implemented and integrated into the medical image database system for the efficient data storage and the fast access through the network. 30594 T00401030594 ^x In this paper, computerized BEAM was implemented for the space domain analysis of EEG. Trans-formation from temporal summation to two-dimensional mappings is formed by 4 nearest point inter-polaton method. Methods of representation of BEAM are two. One is dot density method which classify brain electrical potential 9 levels by dot density of gray levels and the other is colour method which classify brain electrical 12 levels by red-green colours. In this BEAM, instantaneous change and average energy distribution over any arbitrary time interval of brain electrical activity could be observed and analyzed easily. In the frequency domain, the distribution of energy spectrum of a special band can easily be distinguished normality and abnormality. 30608 T00401030608 ^x Laboratory information system (LIS) is a key tool to manage laboratory data in clinical pathology. Our department has developed an information system for routine hematology using down-sized computer system. We have used an IBM 486 compatible PC with 16MB main memory, 210 MB hard disk drive, 9 RS-232C port and 24 pin dot printer. The operating system and database management system were SCO UNIX and SCO foxbase, respectively. For program development, we used Xbase language provided by SCO foxbase. The C language was used for interface purpose. To make the system use friendly, pull-down menu was used. The system connected to our hospital information system via application program interface (API), so the information related to patient and request details is automatically transmitted to our computer. Our system interfaced with fwd complete blood count analyzers(Sysmex NE-8000 and Coulter STKS) for unidirectional data tansmission from analyzer to computer. The authors suggests that this system based on down-sized computer could provide a progressive approach to total LIS based on local area network, and the implemented system could serve as a model for other hospital's LIS for routine hematology. 30609 T00401030609 ^x To develop an artificial bone substitute that is gradually degraded and replaced by the regenerated natural bone, the authors designed a composite that is consisted of calcium phosphate and collagen. To use as the structural matrix of the composite, collagen was purified from human umbilical cord. The obtained collagen was treated by pepsin to remove telopeptides, and finally, the immune-free atelocollagen was produced: The cross linked atelocollagen was highly resistant to the collagenase induced collagenolysis. The cross linked collagen demonstrated an improved tensile strength. 30618 T00401030618 ^x This paper is a study on the design of adptive filter for QRS complex detection. We propose a simple adaptive algorithm to increase capability of noise cancelation in QRS complex detection with two stage adaptive filter. At the first stage, background noise is removed and at the next stage, only spectrum of QRS complex components is passed. Two adaptive filters can afford to keep track of the changes of both noise and QRS complex. Each adaptive filter consists of prediction error filter and FIR filter The impulse response of FIR filter uses coefficients of prediction error filter. The detection rates for 105 and 108 of MIT/BIH data base were 99.3% and 97.4% respectively. 30619 T00401030619 ^x To develop an artificial bone substitute that is gradually degraded and replaced by the regenerated natural bone, the authors designed and produced a composite that is consisted of calcium phosphate and collagen. Human umbilical cord origin pepsin treated type I atelocollagen was used as the structural matrix, by which sintered or non-sintered carbonate apatite was encapsulated to form an inorganic-organic composite. With cross linking atelocollagen by UV ray irradiation, the resistance to both compressive and tensile strength was increased. Collagen degradation by the collagenase induced collagenolysis was also decreased. 30620 T00401030620 ^x We have developed a monoleaflet polymer valve as an inexpensive and viable alternative, especially for short-term use in the ventricular assist device or total artificial heart. The frame and leaflet of the polymer valve were made from polyurethane, To evaluate the hemodynamic performance of the polymer valve a comparative study of flow dynamics past a polymer valve and a St. Jude Medical prosthetic valve under physiological pulsatile flow conditions in vitro was made. Comparisons between the valves were made on the transvalvular pressure drop, regurgitation volume and maximum valve opening area. The polymer valve showed smaller regurgitation volume and transvalvular pressure drop compared to the mechanical valve at higher heart rate. The results showed that the functional characteristics of the polymer valve compared favorably with those of the mechanical valve at higher heart rate. 30621 T00401030621 ^x Explosive evaporative removal process of biological tissue by absorption of a CW laser has been simulated by using gelatin and a multimode Nd:YAG laser. Because the point of maximun temperature of laser-irradiated gelatin exists below the surface due to surface cooling, evaporation at the boiling temperature is made explosively from below the surface. The important parameters of this process are the conduction loss to laser power absorption (defined as the conduction-to-laser power parameter, Nk), the convection heat transfer at the surface to conduction loss (defined as Bi), dimensionless extinction coefficient (defined as Br.), and dimensionless irradiation time (defined as Fo). Dependence of Fo on Nk and Bi has been observed by experiment, and the results have been compared with the numerical results obtained by solving a 2-dimensional conduction equation. Fo and explosion depth (from the surface to the point of maximun temperature) are increased when Nk and Bi are increased.To find out the minimum laser power for explosive evaporative removal process, steady state analysis has been also made. The limit of Nk to induce evaporative removal, which is proportional to the inverse of the laser power, has been obtained. 30622 T00401030622 ^x N1 and N2 gross neural action potentials were measured from the round window of the guinea pig cochlea at the onset of the acoustic stimuli. N1-N2 audiograms were made by means of regulating stimulant intensities in order to produce constant N1-N2 potentials as criteria for different input tone pip frequencies. The lowest threshold was measured with an input tone pip I5 dB SPL in intensity and 12 KHz in frequency when the animal was in normal physiological condition. The procedure of experimental measurements is explained in detail. This experimental approach is very useful for the investigation of the Cochlear function. Both noN1inear and active functions of the Cochlea can be monitored by N1-N2 audiograms. 30623 T00401030623 ^x In electrical impedance tomography(EIT), we use boundary current and voltage measurements toprovide the information about the cross-sectional distribution of electrical impedance or resistivity. One of the major problems in EIT has been the inaccessibility of internal voltage or current data in finding the internal impedance values. We propose a new image reconstruction method using internal current density data measured by NMR. We obtained a two-dimensional current density distribution within a phantom by processing the real and imaginary MR images from a 4.77 NMR machine. We implemented a resistivity mage reconstruction algorithm using the finite element method and sensitivity matrix. We presented computer simulation results of the mage reconstruction algorithm and furture direction of the research. 30624 T00401030624 ^x A new method of digital image analysis technique for discrimination of cancer cell was presented in this paper. The object image was the Thyroid eland cells image that was diagnosed as normal and abnormal (two types of abnormal: follicular neoplastic cell, and papillary neoplastic cell), respectively. By using the proposed region segmentation algorithm, the cells were segmented into nucleus. The 16 feature parameters were used to calculate the features of each nucleus. A9 a consequence of using dominant feature parameters method proposed in this paper, discrimination rate of 91.11% was obtained for Thyroid Gland cells. 30625 T00401030625 ^x An electrical stimulator was designed to induce locomotion for paraplegic patients caused by central nervous system injury. Optimal stimulus parameters, which can minimize muscle fatigue and can achieve effective muscle contraction were determined in slow and fast muscles in Sprague-Dawley rats. Stimulus patterns of our stimulator were designed to simulate electromyographic activity monitored during locomotion of normal subjects. Muscle types of the lower extremity were classified according to their mechanical property of contraction, which are slow muscle (msoleus m.) and fast muscle (medial gastrocneminus m., rectus femoris m., vastus lateralis m.). Optimal parameters of electrical stimulation for slow muscles were 20 Hz, 0.2 ms square pulse. For fast muscle, 40 Hz, 0.3 ms square pulse was optimal to produce repeated contraction. Higher stimulus intensity was required when synergistic muscles were stimulated simultaneously than when they were stimulated individually. Electrical stimulation for each muscle was designed to generate bipedal locomotion, so that individual muscles alternate contraction and relaxation to simulate stance and swing phases. Portable electrical stimulator with 16 channels built in microprocessor was constructed and applied to paraplegic patients due to lumbar cord injury. The electrical stimulator restored partially gait function in paraplegic patients. 30626 T00401030626 ^x Two-Dimensional modelling of the Cochlear biomechanics is presented in this paper. The Laplace partial differential equation which represents the fluid mechanics of the Cochlea has been transformed into two-dimensional electrical transmission line. The procedure of this transformation is explained in detail. The comparison between one and two dimensional models is also presented. This electrical modelling of the basilar membrane (BM) is clearly useful for the next approach to the further. Development of active elements which are essential in the producing of the sharp tuning of the BM. This paper shows that two-dimension model is qualitatively better than one-dimensional model both in amplitude and phase responses of the BM displacement. The present model is only for frequency response. However because the model is electrical, the two-dimensional transmission line model can be extended to time response without any difficult. 30627 T00401030627 ^x A method has been proposed for the fully automatic detection of left ventricular endocardial boundary in 2D short axis echocardiogram using geometric model. The procedure has the following three distinct stages. First, the initial center is estimated by the initial center estimation algorithm which is applied to decimated image. Second, the center estimation algorithm is applied to original image and then best-fit elliptic model estimation is processed. Third, best-fit boundary is detected by the cost function which is based on the best-fit elliptic model. The proposed method shows effective result without manual intervention by a human operator. 30628 T00401030628 ^x The intelligent trajectory control method that controls moving direction and average velocity for a prosthetic arm is proposed by pattern recognition and force estimations using EMG signals. Also, we propose the real time trajectory planning method which generates continuous accelleration paths using 3 stage linear filters to minimize the impact to human body induced by arm motions and to reduce the muscle fatigue. We use combination of MLP and fuzzy filter for pattern recognition to estimate the direction of a muscle and Hogan's method for the force estimation. EMG signals are acquired by using a amputation simulator and 2 dimensional joystick motion. The simulation results of proposed prosthetic arm control system using the EMf signals show that the arm is effectively followed the desired trajectory depended on estimated force and direction of muscle movements. 30638 T00401030638 ^x A new neural network architecture for the recognition of patterns from images is proposed, which is partially based on the results of physiological studies. The proposed network is composed of multi-layers and the nerve cells in each layer are connected by spatial filters which approximate receptive fields in optic nerve fields. In the proposed method, patterns recognition for complicated images is carried out using global features as well as local features such as lines and end-points. A new generating method of matched filers representing global features is proposed in this network. 30659 T00401030659 ^x An implementation scheme of the magnetic nerve stimulator using a switching mode power supply is proposed. By using a switching mode power supply rather than a conventional linear power supply for charging high voltage capacitors, the weight and size of the magnetic nerve stimulator can be considerably reduced. Maximum output voltage of the developed magnetic nerve stimulator using the switching mode power supply is 3, 000 volts and switching time is about 100 msec. Experimental results or human nerve stimulations using the developed stimulator are presented. 30768 T00401030768 ^x In this paper, we describe the design methodology and specifications of the developed module-based bedside monitors for patient monitoring. The bedside monitor consists of a main unit and module cases with various parameter modules. The main unit includes a 12.1" TFT color LCD, a main CPU board, and peripherals such as a module controller, Ethernet LAN card, video card, rotate/push button controller, etc. The main unit can connect at maximum three module cases each of which can accommodate up to 7 parameter modules. They include the modules for electrocardiograph, respiration, invasive blood pressure, noninvasive blood pressure, temperature, and SpO2 with Plethysmograph.SpO2 with Plethysmograph.

  • PDF