• 대한기계학회논문집B
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• 제21권2호
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• pp.303-315
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• 1997

The theoretical model for the transient probe method is the modified Jaeger model which is used perfect line source theory. The transient probe technique has been developed for the simultaneous determination of thermal conductivity, diffusivity and volumetric heat capacity of liquids. The Levenberg-Marquardt iteration method is adapted to obtain thermal property within nonlinear range. Experimental results of liquids were found to agree well with recommended thermal property data.

• Geomechanics and Engineering
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• 제8권2호
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• pp.187-220
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• 2015

Soil disturbance induced by installation of mandrel driven vertical drains decreases the in situ horizontal hydraulic conductivity of the soil in the vicinity of the drains, decelerating the consolidation rate. According to available literature, several different profiles for the hydraulic conductivity variation with the radial distance from the vertical drain, influencing the excess pore water pressure dissipation rate, have been identified. In addition, it is well known that the visco-plastic properties of the soil also influence the excess pore water pressure dissipation rate and consequently the settlement rate. In this study, a numerical solution adopting an elastic visco-plastic model with nonlinear creep function incorporated in the consolidation equations has been developed to investigate the effects of disturbed zone properties on the time dependent behaviour of soft soil deposits improved with vertical drains and preloading. The employed elastic visco-plastic model is based on the framework of the modified Cam-Clay model capturing soil creep during excess pore water pressure dissipation. Besides, nonlinear variations of creep coefficient with stress and time and permeability variations during the consolidation process are considered. The predicted results have been compared with V$\ddot{a}$sby test fill measurements. According to the results, different variations of the hydraulic conductivity profile in the disturbed zone result in varying excess pore water pressure dissipation rate and consequently varying the effective vertical stresses in the soil profile. Thus, the creep coefficient and the creep strain limit are notably influenced resulting in significant changes in the predicted settlement rate.

• 한국지구과학회지
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• 제32권6호
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• pp.629-639
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• 2011

구조모델의 하나인 Maxwell-Eucken(ME) 모델을 이용하여 불포화 다공성 매질의 유효열전도도를 예측할 수 있는 새로운 모델을 제시하였다. 제시된 모델은 기질, 물 그리고 공기가 각각 연속상으로 존재하는 경우에 해당하는 3개 ME모델의 선형조합으로 표현되며, 매질 내에서 각 성분의 상대적 연속성 정도를 나타내는 '연속성계수'의 개념을 도입하여 선형방정식의 계수로 이용하였다. 기질의 연속성계수는 공극률과 선형의 관계를, 물과 공기의 연속성계수는 포화도와 선형 또는 비선형의 관계를 갖는 것으로 가정하였다. 공극구조가 알려진 3개 시료에 대한 열전달 모사 결과와 3개 시료의 열전도도 실험 결과를 이용하여 제시된 모델의 신뢰성을 평가하였다. 6개 시료에 대한 모델 예측값의 결정계수($R^2$)는 선형모델의 경우 0.86-0.98, 비선형모델의 경우 0.88-0.99로 나타나 모델의 예측 신뢰도가 매우 높은 것으로 분석되었다. 또한, 6개 시료에 대한 분석 결과를 이용하여 기질의 연속성계수와 공극률과의 관계식을 제시하였다. 따라서 본 예측모델은 기질의 열전도도, 공극률 및 포화도로부터 불포화 다공성 매질의 유효열전도도를 계산하는 데 이용될 수 있다.

• 한국수소및신에너지학회논문집
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• 제32권6호
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• pp.497-505
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• 2021

Water management is essential to improve the performance of proton exchange membrane fuel cells. This study targets to understand the characteristics of water concentration in proton exchange membrane fuel cells at a dynamic load variable environment. The fuel cell model was developed to simulate nonlinear water transport in membrane by the MATLAB/Simulink^® (MathWorks, Natick, MA, USA) platform, and it calculates water content in membrane, ionic conductivity, and predicts fuel cell performance through one-dimensional analysis.

• 한국추진공학회지
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• 제8권4호
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• pp.109-121
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• 2004

본 논문에는 열교환기로서의 재색기내부에서 발생하는 주기적 및 연속적 유동을 조사하기 위한 분산, 비선형 수학적 모델이 제시되어 있다. 일차원 유동 및 2차원 격벽 내 비정상 열교환 문제를 해결하기 위한 비 반복적 수치적분 방법이 개발되었다. 제안된 방법에 대한 검증을 위하여 회전 세라믹 매트릭스 재생기에 대한 예가 제시되었으며 재생기가 최고의 열역학적 효율을 각기 위한 최적의 회전수를 계산하였다.

• 한국전기전자재료학회논문지
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• 제22권7호
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• pp.606-611
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• 2009

AC loss is one of the important factors for commercialization of a high temperature superconducting (HTS) cable from an economic point of view. But AC loss characteristics of the HTS-cable are not elucidated completely because of its complex structure. As an earlier stage of analyzing the AC loss in the 22.9 kV/50 MVA, 100m HTS-cable system of Korea Electric Power Corporation (KEPCO) which is now in collaboration with us, a two-dimensional (2D) numerical model, which takes into account the nonlinear conductivity properties of a high temperature superconductor, has been developed. In order to examine our 2D model, we have prepared several single-layer cable samples whose AC losses are sufficiently reliable due to their simple structure. The AC losses of the samples were experimentally investigated and then compared with our 2D model. The results show that the numerically calculated AC losses are not in good agreement with the measured ones for the cylindrical cable and deca-cable samples with low critical current density. However, the numerically calculated and measured AC losses are relatively in good agreement for the deca-cable and hex-cable samples with high critical current density, although the difference between these two loss data in the deca-cable sample tends to increase in the low current region.

• 전기전자학회논문지
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• 제25권4호
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• pp.650-663
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• 2021

Subsurface topology estimation is an important factor in the geophysical survey. Electrical impedance tomography is one of the popular methods used for subsurface imaging. The EIT inverse problem is highly nonlinear and ill-posed; therefore, reconstructed conductivity distribution suffers from low spatial resolution. The subsurface region can be approximated as piece-wise separate regions with constant conductivity in each region; therefore, the conductivity estimation problem is transformed to estimate the shape and location of the layer boundary interface. Each layer interface boundary is treated as an open boundary that is described using front points. The subsurface domain contains multi-layers with very complex configurations, and, in such situations, conventional methods such as the modified Newton Raphson method fail to provide the desired solution. Therefore, in this work, we have implemented a 7-layer artificial neural network (ANN) as an inverse problem algorithm to estimate the front points that describe the multi-layer interface boundaries. An ANN model consisting of input, output, and five fully connected hidden layers are trained for interlayer boundary reconstruction using training data that consists of pairs of voltage measurements of the subsurface domain with three-layer configuration and the corresponding front points of interface boundaries. The results from the proposed ANN model are compared with the gravitational search algorithm (GSA) for interlayer boundary estimation, and the results show that ANN is successful in estimating the layer boundaries with good accuracy.

• Computers and Concrete
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• 제1권2호
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• pp.131-150
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• 2004

We present in this work a coupled phenomenological chemo-mechanical model that represents the degradation of concrete-like materials. The chemical behaviour is described by the nowadays well known simplified calcium leaching approach. And the mechanical damage behaviour is described by a continuum damage model which involves the gradient of the damage quantity. The coupled nonlinear problem at hand is addressed within the context of the finite element method. For the equation governing the calcium dissolution-diffusion part of the problem, special care is taken to treat the highly nonlinear calcium conductivity and solid calcium functions. The algorithmic design is based on a Newton-type iterative scheme where use is made of a recently proposed relaxed linearization procedure. And for the equation governing the damage part of the problem, an augmented Lagrangian formulation is used to take into account the damage irreversibility constraint. Finally, numerical simulations are compared with experimental results on cement paste.

• 한국지하수토양환경학회지:지하수토양환경
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• 제13권3호
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• pp.27-36
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• 2008

국내 16개 기상관측소에서 채취한 토양 시료에 대한 물성 실험을 통하여 토양의 공극률, 함수비, 밀도 및 입도 분포특성이 열전도도에 미치는 영향을 분석하였다. 상관성 분석결과 열전도도는 공극률이 증가함에 따라 감소하는 부의 상관성을 보이며 함수비가 증가함에 따라 증가하는 정의 상관성을 갖는다. 입도 분포 특성에 의한 열전도도의 변화는 미비하며 토양 입자 밀도가 클수록 열전도도가 다소 증가하는 경향을 보였다. 건조 토양의 경우 동일한 공극률에서도 열전도도의 차이가 크게 나타났다. 실험 자료를 이용하여 열전도도에 주된 영향을 미치는 공극률과 함수비를 변수로 하는 다중선형회귀모형 및 비선형회귀모형을 제시하였으며, 회귀모형의 결정계수는 각각 0.74 및 0.82로 높게 나타났다. 따라서 본 연구 결과는 공극률과 함수비를 측정하여 토양의 열전도도를 예측하는데 이용될 수 있다.

• 한국환경복원기술학회지
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• 제16권1호
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• pp.83-97
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• 2013

This study was carried out to suggest an experimental base in selecting the drought resistance of plants. Adopting the natural drought method, this paper studies the drought resistance of 12 kinds of ground cover plants. focusing on analyzing the changes of relative water content on leaf, relative electric conductivity and chlorophyll content in 12 kinds of plants, and and the relation between soil water content under drought stress. The drought resistance of the plants were subject to laboratory and rooftop drought resistance treatments. The Logistic model of nonlinear regression analysis was used to evaluate the lethal time that were predicted with the range of 10.4~30.1d on roof top, and 19.5~39.0d on hothouse. The result shows that with the increase of stress time, relative water content and chlorophyll content on leaf were in a downward trend; the relative electric conductivity was upward tendency. Among 12 species of ground cover plants, exclude Pulsatilla koreana, Ainsliaea acerifolia were selected for rooftop plants because they showed resist drought strongly and took adaptive ability.