• 펄프종이기술
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• 제36권3호
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• pp.15-34
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• 2004

Diverse benefits such as reduction of fresh water consumption and effluent discharge, efficient use of raw materials and energy savings can be obtained by papermaking system closure. Closure of papermaking processes, however, causes many problems including reduction of the efficiency of additives, decrease of retention and dewatering, felt plugging, poor Paper quality, generation of slime and odor, poor vacuum efficiency, etc, and it has been recognized that accumulation of Inorganic and organic substances in the process white water is the prime cause of these problems. Therefore, technological developments for preventing accumulation of these detrimental substances are urgently required for Implementing papermaking system closure. Understanding of the accumulation phenomena of the inorganic and organic substances in the papermaking process white water is prerequisite for papermaking system closure. In this study a process simulation method was used to analyze the accumulation phenomena of anionic starch In the process white water as the closure level of a fine paper making process is increased. A pilot paper machine was used as a model process. Starch adsorption and desorption models were developed based on the concept of starch adsorption ratio, which was not considered in previous studies. Steady state simulation studies were carried out based on this model using a commercial simulator. In steady state simulation, the variation of dissolved starch concentration in each process unit was monitored as a function of white water usage for wire shower. The result of the steady state simulation showed that dissolved starch concentration and its increase ratio in Process units increased as white water usage ratio for wire shower increased.

• Journal of Periodontal and Implant Science
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• 제46권3호
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• pp.197-206
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• 2016

Purpose: The aim of this study was to evaluate alterations of papilla dimensions after orthodontic closure of the diastema between maxillary central incisors. Methods: Sixty patients who had a visible diastema between maxillary central incisors that had been closed by orthodontic approximation were selected for this study. Various papilla dimensions were assessed on clinical photographs and study models before the orthodontic treatment and at the follow-up examination after closure of the diastema. Influences of the variables assessed before orthodontic treatment on the alterations of papilla height (PH) and papilla base thickness (PBT) were evaluated by univariate regression analysis. To analyze potential influences of the 3-dimensional papilla dimensions before orthodontic treatment on the alterations of PH and PBT, a multiple regression model was formulated including the 3-dimensional papilla dimensions as predictor variables. Results: On average, PH decreased by 0.80 mm and PBT increased after orthodontic closure of the diastema (P<0.01). Univariate regression analysis revealed that the PH (P=0.002) and PBT (P=0.047) before orthodontic treatment influenced the alteration of PH. With respect to the alteration of PBT, the diastema width (P=0.045) and PBT (P=0.000) were found to be influential factors. PBT before the orthodontic treatment significantly influenced the alteration of PBT in the multiple regression model. Conclusions: PH decreased but PBT increased after orthodontic closure of the diastema. The papilla dimensions before orthodontic treatment influenced the alterations of PH and PBT after closure of the diastema. The PBT increased more when the diastema width before the orthodontic treatment was larger.

• 대한기계학회논문집B
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• 제31권1호
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• pp.40-50
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• 2007

The present contribution describes the application of elliptic-blending second moment closure to predict the gas cooling process of turbulent super-critical carbon dioxide flow in a square cross-sectioned duct. The gas cooling process under super-critical state experiences a drastic change in thermodynamic and transport properties. Redistributive terms in the Reynolds stress and turbulent heat flux equations are modeled by an elliptic-blending second moment closure in order to represent strongly non-homogeneous effects produced by the presence of walls. The main feature of Durbin's elliptic relaxation second moment closure that accounts for the nonlocal character of pressure-velocity gradient correlation and the near-wall inhomogeneity guaranteed by the elliptic blending second moment closure.

• 지능정보연구
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• 제29권3호
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• pp.361-381
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• 2023

기업 부도 예측에 관한 연구는 재무정보를 중심으로 연구되어 왔다. 기업의 재무정보는 분기별로 갱신되기 때문에 실시간으로 기업의 폐업 가능성을 예측하는 데 있어 적시성이 부족하게 되는 문제가 발생한다. 이를 개선하고자 하는 평가 기업에서는 대상 기업의 건전성을 판단하기 위한 재무정보 외의 정보를 활용한 기업의 건전성을 판단하는 방법이 필요하다. 이를 위해 정보 기술의 발달로 기업에 대한 비재무정보 수집이 용이해지면서 기업 부도 예측에 재무정보 외의 추가적인 변수와 여러 가지 방법론을 적용하는 연구가 진행되어 왔으며, 이 중에서도 어떤 변수들이 기업의 부도를 예측하는데 영향을 주는지를 밝히는 것이 중요한 연구 과제가 되었다. 본 연구에서는 전자결제서비스를 이용하는 사업자의 폐업을 예측할 때 비재무정보를 구성하는 전자결제 정보들이 얼마나 영향을 미치는지를 살펴보았으며, 재무정보와 비재무정보 결합에 따른 폐업 예측 정확도 차이를 살펴보았다. 구체적으로, 재무정보 모형과 비재무정보 모형, 그리고 이를 결합한 모형으로 구성된 세 가지 연구 모형을 설계하였으며 Multi Layer Perceptron(MLP) 알고리즘을 포함한 여섯 가지 알고리즘으로 폐업 예측 정확도를 확인하였다. 재무정보와 비재무정보를 결합한 모형이 가장 높은 예측 정확도를 보였으며, 그 다음으로는 비재무정보 모형, 재무정보 모형의 순서로 예측 정확도가 확인되었다. 알고리즘별 폐업 예측 정확도는 여섯 가지의 알고리즘 중 XGBoost가 가장 높은 예측 정확도를 보였다. 사업자의 폐업 예측에 활용된 전체 87개의 변수를 대상으로 상대적 중요도를 살펴본 결과 폐업 예측에 중요하게 영향을 미친 변수는 상위 20개 중 70% 이상이 비재무정보인 것으로 확인되었다. 이를 통해 비재무정보의 전자결제 정보가 사업자의 폐업을 예측하는 중요한 변수임을 확인하였으며, 비재무 정보가 재무정보의 대안적 정보로서 활용할 수 있는 가능성 역시 살펴볼 수 있었다. 본 연구를 기반으로 사업자의 폐업을 예측할 수 있는 정보로서 비재무정보의 수집과 활용에 대한 중요성을 인식하고 기업의 의사결정에 활용할 수 있는 방안에 대해서도 다루었다.

• 한국연소학회:학술대회논문집
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• 한국연소학회 1997년도 제15회 KOSCO SYMPOSIUM 논문집
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• pp.113-122
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• 1997

The conditional moment closure formulation considering the molecular and turbulent diffusion is derived. A simplified solution procedure is proposed to reduce the computational burden due to the increased dimensionality of the conditionally averaged variables. A conditionally averaged variable is expressed as a linear weighted average of the two extremes, 'no reaction' and 'equilibrium' states. The modified elliptic-type conditional moment closure formulation is implemented to simulate a two dimensional nonpremixed mixing layer reacting flow. Results show good agreement for the conditional averages of the species concentration in Bilger et al.

• 한국연소학회:학술대회논문집
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• 한국연소학회 2012년도 제45회 KOSCO SYMPOSIUM 초록집
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• pp.195-198
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• 2012

Numerical simulation is performed to evaluate the conditional moment closure (CMC) models for spray development, ignition, and turbulent combustion for the Engine Combustion Network (ECN) test cases. The CMC model is implemented in the open source code, OpenFOAM, to provide conditional flame structures through the solution of Eulerian as well as Lagrangian conditional transport equations. In spite of more accurate treatment of the convective term, Eulerian CMC provides similar ignition delays and lift-off lengths with Lagrangian CMC.

• 한국농공학회지
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• 제28권4호
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• pp.57-65
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• 1986

A new method of determining the discharge coefficients and velocity which are very important factor to calculate the weight of riprap materials in the seadike closure gap can be derived through the hydraulic model test. On the basis of the results of this study, general hydraulic aspects between gradual horizontal and vertical closure method are compared, and also discharge and velocity computation procedures are presented.

• 한국전산유체공학회:학술대회논문집
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• 한국전산유체공학회 2008년도 학술대회
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• pp.111-117
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• 2008

This paper reports briefly on the computational results of a turbulent Rayleigh-Benard convection with the elliptic-blending second-moment closure (EBM). The primary emphasis of the study is placed on an investigation of accuracy and numerical stability of the elliptic-blending second-moment closure for the turbulent Rayleigh-Benard convection. The turbulent heat fluxes in this study are treated by the algebraic flux model with the temperature variance and molecular dissipation rate of turbulent heat flux. The model is applied to the prediction of the turbulent Rayleigh-Benard convection for Rayleigh numbers ranging from $Ra=2{\times}10^6$ to $Ra=10^9$, and the computed results are compared with the previous experimental correlations, T-RANS and LES results. The predicted cell-averaged Nusselt number follows the correlation by Peng et al.(2006) ($Nu=0.162Ra^{0.286}$) in the 'soft' convective turbulence region ($2{\times}10^6{\leq}Ra{\leq}4{\times}10^7$) and it follows the experimental correlation by Niemela et al. (2000) ($Nu=0.124Ra^{0.309}$) in the 'hard' convective tubulence region ($10^8{\leq}Ra{\leq}10^9$) within 5% accuracy. This results show that the elliptic-blending second-moment closure with an algebraic flux model predicts very accurately the Rayleigh Benard convection.

• 한국터널지하공간학회 논문집
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• 제12권5호
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• pp.369-378
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• 2010

본 논문은 터널굴착 시 야기되는 지반의 응력과 지표면의 침하량을 감소시키기 위한 터널막장 폐합시키는 기법에 대한 연구이다. 이 연구를 수행하기 위하여 실내모형실험과 수치해석적 분석을 실시하였다. 실내모형실험에 있어서는 터널막장의 폐합비, 터널깊이 그리고 터널굴착장에 따른 지반의 거동을 실험하였다. 이틀 모형실험 결과를 검증하기 위하여 3차원 수치해석을 실시하였으며 서로의 결과들을 비교 분석하였다. 그 결과 막장 폐합비가 작아질수록 터널막장과 지반침하에 안정성은 저하되는 것으로 나타났으며 막장 폐합비가 80% 이상일 경우에는 막장 안정성에 큰 문제가 없는 것으로 나타났다. 이러한 연구결과는 향후 경제적인 터널막장폐합시스템을 개발하는데 매우 유용 할 것으로 가대된다.

• Geomechanics and Engineering
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• 제27권5호
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• pp.433-445
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• 2021

Artificial ground freezing (AGF) is a commonly used geotechnical support technique that can be applied in any soil type and has low environmental impact. Experimental and numerical investigations have been conducted to optimize AGF for application in diverse scenarios. Precise simulation of groundwater flow is crucial to improving the reliability these investigations' results. Previous experimental research has mostly considered horizontal seepage flow, which does not allow accurate calculation of the groundwater flow velocity due to spatial variation of the piezometric head. This study adopted vertical seepage flow-which can maintain a constant cross-sectional area-to eliminate the limitations of using horizontal seepage flow. The closure time is a measure of the time taken for an impermeable layer to begin to form, this being the time for a frozen soil-ice wall to start forming adjacent to the freeze pipes; this is of great importance to applied AGF. This study reports verification of the reliability of our experimental apparatus and measurement system using only water, because temperature data could be measured while freezing was observed visually. Subsequent experimental AFG tests with saturated sandy soil were also performed. From the experimental results, a method of estimating closure time is proposed using the inflection point in the thermal conductivity difference between pore water and pore ice. It is expected that this estimation method will be highly applicable in the field. A further parametric study assessed factors influencing the closure time using a two-dimensional coupled thermo-hydraulic numerical analysis model that can simulate the AGF of saturated sandy soil considering groundwater flow. It shows that the closure time is affected by factors such as hydraulic gradient, unfrozen permeability, particle thermal conductivity, and freezing temperature. Among these factors, changes in the unfrozen permeability and particle thermal conductivity have less effect on the formation of frozen soil-ice walls when the freezing temperature is sufficiently low.