• 제목/요약/키워드: Storage Model

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메타모델을 이용한 저류함수법의 매개변수추정 (Parameter Estimation of Storage Function Method using Metamodel)

  • 정건희;오진아;김태균
    • 한국방재학회 논문집
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    • 제10권6호
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    • pp.81-87
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    • 2010
  • 유역에서의 정확한 유출을 계산하기 위해서는 강우-유출현상의 비선형성을 고려해야한다. 그러나 대부분의 강우-유출모형이 선형성을 가정하고 있거나 해석하기가 복잡하여, 비선형성을 고려하면서도 비교적 간단히 계산이 가능한 저류함수법을 유출계산에 이용해오고 있다. 저류함수법은 강수특성과 유역특성에 따라 달라지는 5개의 매개변수를 포함하고 있으며, 주로 유역별로 개발된 회귀식이나 유전자 알고리즘 등 최적화 기법을 이용하여 추정하나, 그 정확한 산정이 어렵다. 그러므로 본 연구에서는 인공 신경망과 유전자 알고리즘을 이용한 Metamodel을 이용하여 매개변수 최적화를 시도하였다. 제안된 기법은 두 단계로 나누어지는데, 첫 번째 단계에서는 기존의 강우-유출관계를 인공신경망에 입력하여 일대일대응 관계를 규명한 후, 두 번째 단계에서는 훈련된 인공신경망과 유전자 알고리즘을 이용하여 강우사상에 대한 저류함수법의 매개변수를 최적화한다. 제안된 모형은 평창강 유역 21개 강우사상에 적용되어 그 적용성을 입증하였다.

Growth Modelling of Listeria monocytogenes in Korean Pork Bulgogi Stored at Isothermal Conditions

  • Lee, Na-Kyoung;Ahn, Sin Hye;Lee, Joo-Yeon;Paik, Hyun-Dong
    • 한국축산식품학회지
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    • 제35권1호
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    • pp.108-113
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    • 2015
  • The purpose of this study was to develop predictive models for the growth of Listeria monocytogenes in pork Bulgogi at various storage temperatures. A two-strain mixture of L. monocytogenes (ATCC 15313 and isolated from pork Bulgogi) was inoculated on pork Bulgogi at 3 Log CFU/g. L. monocytogenes strains were enumerated using general plating method on Listeria selective medium. The inoculated samples were stored at 5, 15, and $25^{\circ}C$ for primary models. Primary models were developed using the Baranyi model equations, and the maximum specific growth rate was shown to be dependent on storage temperature. A secondary model of growth rate as a function of storage temperature was also developed. As the storage temperature increased, the lag time (LT) values decreased dramatically and the specific growth rate of L. monocytogenes increased. The mathematically predicted growth parameters were evaluated based on the modified bias factor ($B_f$), accuracy factor ($A_f$), root mean square error (RMSE), coefficient of determination ($R^2$), and relative errors (RE). These values indicated that the developed models were reliably able to predict the growth of L. monocytogenes in pork Bulgogi. Hence, the predictive models may be used to assess microbiological hygiene in the meat supply chain as a function of storage temperature.

금속수소화물 수소저장 용기 내부의 열 및 물질전달 현상에 대한 수치적 연구(I) - $LaNi_5$ 베드를 이용한 수소 흡장반응 해석 모델 개발 (Numerical analysis of the coupled heat and mass transfer phenomena in a metal hydride hydrogen storage reactor(I) - Model development of analyzation for hydrogen absorption reaction using the $LaNi_5$ bed)

  • 남진무;주현철
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2010년도 춘계학술대회 초록집
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    • pp.225.1-225.1
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    • 2010
  • Within recent years attention has been focused on the method of hydrogen storage using metal hydride reactor due to its high energy density, durability, safety and low operating pressure. In this paper, a numerical study is carried out to investigate the coupled heat and mass transfer process for absorption in a cylindrical metal hydride hydrogen storage reactor using a newly developed model. The simulation results demonstrate the evolution of temperature, equilibrium pressure, H/M atomic ratio and velocity distribution as time goes by. Initially, hydrogen is absorbed earlier from near the wall which sets the cooling boundary condition owing to that absorption process is exothermic reaction. Temperature increases rapidly in entire region at the beginning stage due to the initial low temperature and enough metal surface for hydrogen absorption. As time goes by, temperature decreases slowly from the wall region due to the better heat removal. Equilibrium pressure distribution appears similarly with temperature distribution for reasons of the function of temperature. This work provides a detailed insight into the mechanism and corresponding physicochemical phenomena in the reactor during the hydrogen absorption process.

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A study on the estimation of temperature distribution around gas storage cavern

  • Lee Yang;Moon Hyun-Koo
    • 한국지구물리탐사학회:학술대회논문집
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    • 한국지구물리탐사학회 2003년도 Proceedings of the international symposium on the fusion technology
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    • pp.238-243
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    • 2003
  • As there are many advantages on underground caverns, such as safety and operation, they can also be used for gas storage purpose. When liquefied gas is stored underground, the cryogenic temperature of the gas will affect the stability of the storage cavern. In order to store the liquefied gas successfully, it is essential to estimate the exact temperature distribution of the rock mass around the cavern. In this study, an analytic solution and a conceptual model that can estimate three-dimensional temperature distribution around the storage cavern are suggested. When calculating the heat transfer within a solid, it is likely to consider the solid as the intersection of two or more infinite or semi-infinite geometries. Therefore heat transfer solution for the solid is expressed by the product of the dimensionless temperatures of the geometries, which are used to form the combined solid. Based on the multi-dimensional transient heat transfer theory, the analytic solution is successfully derived by assuming the cavern shape to be of simplified geometry. Also, a conceptual model is developed by using the analytic solution of this study. By performing numerical experiments of this multi-dimensional model, the temperature distribution of the analytic solution is compared with that of numerical analysis and theoretical solutions.

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객체지향성 프로그래밍 방법을 통한 GIS 연계의 수문모델 (Object-oriented Prototype Framework For Tightly Coupled GIS-based Hydrologic Modeling)

  • 강광민;임창수;윤세의
    • 한국수자원학회논문집
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    • 제45권6호
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    • pp.597-606
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    • 2012
  • DEM(Digital Elevation Model) 크기의 변화에 따라 특정 지역에 많은 규격의 수문 데이터가 존재할 수 있기 때문에, 어느 지역, 어느 기상 데이터에도 작동할 수 있는 수문 모형의 개발이 절실히 필요하게 되었다. 이와 같은 필요성을 설명하기 위해서 객체지향(object-oriented)적인 프로그래밍 기술을 적용한 GHISMO(Geographic and Hydrologic Information System Modeling Objects)라는 수문모형(hydrologic model)을 개발하였다. GHISMO의 가장 핵심적인 수문학적 접근방법은 저류-배출(storage-release)과 지표면 유효 강수량을 구하기 위하여 SCS curve number 방법을 사용한 것이다. 이 연구에서 수문모형의 모의실험 결과를 제공할 것이다.

Clark 단위도의 저류상수산정방법의 개선 (Improvement of the storage coefficient estimating mehod for the clark model)

  • 윤태훈;박진원
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2002년도 학술발표회 논문집(II)
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    • pp.1334-1339
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    • 2002
  • 본 연구는 국내의 중소하천유역의 설계홍수량 산정을 위해 사용되고 있는 Clark 모형의 저류상수륵 실무자들이 쉽게 이용할 수 있도록 하는 데 목적이 있다. 이를 위해 과거의 강우-유출자료와 단위도를 바탕으로 대표단위도를 유도하고, 수문곡선 감수분석 개넘을 이용하여 Clark 모형의 저류상수를 산정하였다. 저류상수(K)는 Clark 방법의 매개변수 중 계획홍수량에 가장 큰 영향을 주는 인자이다. 따라서 본 연구에서는 실측자료가 없는 유역에서의 K값의 산정을 위해 유역면적, 주유로연장, 유역경사를 이용한 다중 회귀방정식을 제시하였다. 회귀분석결과 저류상수(k)는 지형학적 동질성이 있는 유역에서 뛰어난 상관관계를 나타내었으며 이를 이용하여 한강, 낙동강, 영산강, 금강, 섬진강 유역의 K에 대한 회귀분석식을 도출하였다.

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열펌프와 잠열축열을 이용한 온실 난방시스템의 열특성과 시뮬레이션 모델개발 (Thermal Energy Characteristics and Simulation Model Development for Greenhouse Heating System with Heat Pump and Latent Heat Storage)

  • 노정근;송현갑
    • Journal of Biosystems Engineering
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    • 제26권6호
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    • pp.553-562
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    • 2001
  • The greenhouse heating system with heat pump and latent heat storage was built for development of simulation model and validation. The computer simulation model for the system to predict temperature of air, soil surface and cover film in the greenhouse were developed and its validity was justified by actual data. From the analysis of experimentally measured and the simulation output, following results were obtained. 1. The expected values of inside air temperature for the greenhouse with a heat pump and a latent heat storage system were very much close to the experimental values at the error range of 1.0$\^{C}$. 2. The expected values of soil surface temperature fur the geenhouse with a heat pump and a latent heat storage system were very much close to the experimental values at the error range of 1.0$\^{C}$. 3. The expected values of thermal energy flow fur the greenhouse with a heat pump and a latent heat storage system were very much close to the experimental values at the error range of 167.2kJ/m$^2$h. 4. Heat lass value of day time was found to be larger than that of night time as much as 1.11 time. 5. At day time. the inside air temperature was shown to be higher than the set point of 7.0$\^{C}$. At night time, the inside air temperature was controlled in order to maintain higher temperatures than the set point.

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환경공간정보와 InVEST Carbon 모형을 활용한 탄소저장량 추정 방법에 관한 연구: 세종시를 중심으로 - 생태·자연도, 국토환경성평가지도, 도시생태현황지도를 대상으로 - (A Study on the Estimation Method of Carbon Storage Using Environmental Spatial Information and InVEST Carbon Model: Focusing on Sejong Special Self-Governing City - Using Ecological and Natural Map, Environmental Conservation Value Assessment Map, and Urban Ecological Map -)

  • 황진후;장래익;전성우
    • 한국환경복원기술학회지
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    • 제25권5호
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    • pp.15-27
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    • 2022
  • Climate change is considered a severe global problem closely related to carbon storage. However, recent urbanization and land-use changes reduce carbon stocks in terrestrial ecosystems. Recently, the role of protected areas has been emphasized as a countermeasure to the climate change, and protected areas allow the area to continue to serve as a carbon sink due to legal restrictions. This study attempted to expand the scope of these protected areas to an evaluation-based environmental spatial information theme map. In this study, the area of each grade was compared, and the distribution of land cover for each grade was analyzed using the Ecological and Nature Map, Environmental Conservation Value Assessment Map and Urban Ecological Map of Sejong Special Self-Governing City. Based on this, the average carbon storage for each grade was derived using the InVEST Carbon model. As a result of the analysis, the high-grade area of the environmental spatial information generally showed a wide area of the natural area represented by the forest area, and accordingly, the carbon storage amount was evaluated to be high. However, there are differences in the purpose of production, evaluation items, and evaluation methods between each environmental spatial information, there are differences in area, land cover, and carbon storage. Through this study, environmental spatial information based on the evaluation map can be used for land use management in the carbon aspect, and it is expected that a management plan for each grade suitable for the characteristics of each environmental spatial information is required.

다품종용 회분식 공정에서의 중간 저장 탱크 공유를 위한 최적 생산계획 ; 회분식 조업의 자동화 모델 (Optimal Scheduling of Multi-product Batch Process for Common Intermediate Storage Policy; A Model for Batch Process Automation)

  • 정재학;이인범;양대륙;장근수
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1992년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 19-21 Oct. 1992
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    • pp.303-308
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    • 1992
  • In this study, we propose a shared storage system which is more efficient policy than MIS(Mixed Intermediate Storage) policy for relatively rare storage system and can be called CIS(Common Intermediate Storage) policy. Using this strategy, we develop a new completion time algorithm and apply it to two kinds of optimal or near optimal scheduling method; combinatorial search and simulated annealing method. We also extend this strategy to other storage policy, for example MIS policy, with PLC(Programmable Logic Controller) logic and on/off action of electronic valves. It thus can be accepted as a basic form of FMS(Flexible Manufacturing System) for operating various storage policies. Finally we suggest the interlocking block to compansate for the shortcoming of CIS policy, i.e, complication of operation and safety, resulting in a basic batch process automation mode.

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조선 산업의 블록 적치장 운영계획 휴리스틱 알고리즘 (A Heuristic Algorithm for Block Storage Planning in Shipbuilding)

  • 손정열;서흥원;하병현
    • 대한조선학회논문집
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    • 제51권3호
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    • pp.239-245
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    • 2014
  • This paper deal with the block storage planning problem of storing and retrieving assembly blocks in a temporary storage yard with limited capacity, which is one of the critical managerial problems in shipbuilding. The block storage planning problem is required to minimize the number of relocations of blocks while the constraints for storage and retrieval time windows are satisfied. We first show NP-hardness of the block storage planning problem. Next we propose a heuristic algorithm to generate good quality solutions for larger instances in very short computational time. The proposed heuristic algorithm was validated by comparing the results with the mathematical model presented in the previous study.