• Journal of the Institute of Convergence Signal Processing
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• v.23 no.3
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• pp.160-165
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• 2022

Mutual distillation is a knowledge distillation method that guides a cohort of neural networks to learn cooperatively by transferring knowledge between them, without the help of a teacher network. This paper aims to confirm whether mutual distillation is also applicable to super-resolution networks. To this regard, we conduct experiments to apply mutual distillation to the discriminators of SRGANs and analyze the effect of mutual distillation on improving SRGAN's performance. As a result of the experiment, it was confirmed that SRGANs whose discriminators shared their knowledge through mutual distillation can produce super-resolution images enhanced in both quantitative and qualitative qualities.

• ICROS
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• v.2 no.1
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• pp.93-100
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• 1996

본 논문에서는 증류탑 제어 구조의 선택과 선택된 조작변수를 이용한 조성제어 전략에 대하여 고찰해 보았다. 제어구조 설계시 증류탑의 양끝에서 물질 수지와 에너지 수지제어를 조합해 주는 두 파라미터에 의해, 예상되어지는 제어구조를 동적 구조 변환 기법을 사용하여 쉽게 분석할 수 있으며, Combined balance 방법으로부터 시작하여, 증류탑에 대한 3가지의 새로운 방법을 소개하였다. 제어구조를 결정하는데 ITAE와 같은 닫힌 루프 성능지표에 기초한 최적 combined balance 구조는 multiloop dual 조성 제어에 대해 다른 구조보다 뛰어난 성능을 보이고 있다. 이 방법은 새로운 증류탑의 제어구조를 설계할 때나, 기존의 증류탑 성능을 향상시키는 데에 사용할 수 있다. 이상과 같이 제어구조가 결정된 후 사용할 수 있는 여러 가지 제어전략을 소개하였다. 제어전략의 선택은 사용자의 목적에 따라 적절한 것을 선택하면 되는데, 대부분의 경우는 적당한 제어구조를 Combined balance 구조로서 결정하게 되면 간단한 형태의 전통적 제어기를 사용해도 무방하며 제어구조의 선택이 선행되지 않으면 MPC와 같은 고급 제어전략을 사용하여 상호작용 등에 의하여 생기는 문제를 해결하는 것이 바람직하다.

• Korean Chemical Engineering Research
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• v.53 no.4
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• pp.450-456
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• 2015

In the present study, modelling and optimization of ethanol-benzene separation process were performed using pressure-swing distillation. Order to obtain a reliable results, vapour-liquid equilibrium (VLE) experiments of ethanol-benzene binary system were performed. The parameters of thermodynamic equation were determined using experimental data and the regression. The pressure-swing distillation process optimization was performed to obtain high purity ethanol and high purity benzene into a low-high pressure columns configuration and a high-low pressure columns configuration. The heat duty values of the reboiler from simulation were compared, and the process was optimized to minimize the heat duty.

• Proceedings of the Korean Society of Soil and Groundwater Environment Conference
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• 2000.11a
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• pp.91-95
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• 2000

계면활성제를 이용하여 토양에 존재하는 유기 오염물질을 제거하는데 있어서, 계면활성제가 토양과의 상호작용시 투수계수를 상당히 ($10^2$ 이상) 감소시키면 이 복원방법은 실용성이 없다 그러므로 본 연구의 목적은 선택된 계면활성제와 투수계수 사이의 상관 관계를 고찰하는데 있다. 본 연구 결과 계면활성제(DOSL) 사용 후 증류수와의 상대적 비교치로써 투수계수는 21~35 % 감소하였다. 이 감소 수치의 의미는 선택된 계면활성제(DOSL)는 토양 복원 연구에 사용될 수 있음을 보여준다.

• Membrane Journal
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• v.32 no.3
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• pp.173-180
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• 2022

Presence of ammonia in drinking water is very toxic to human health. Soluble ammonia contaminates ground water due to activities such as the use of fertilizer in crop, industrial effluents and burning of fossil fuel. Even low concentration of ammonia present in water will damage aqua environment such as marine organism. Membrane technology is an important process to remove ammonia from effectively from water. Flat sheet membrane, membrane contactor and membrane distillation are some of the methods used for water purification from ammonia. Membrane contractor is an efficient process in which ammonia is removed through liquid-gas or liquid-liquid mass transfer without change of phase unlike membrane distillation. However, the cost of ammonia removal in this method is high due to maintenance of very high pH. Zeolite has excellent ion exchange ability that enhances its ability to interact with ammonia and adsorb from wastewater. Mixed matrix membranes containing zeolite enhance the efficiency of ammonia adsorption and separation from wastewater. In this review the above discussed issues are summarized in detail.

• Journal of Korean Society of Environmental Engineers
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• v.35 no.5
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• pp.340-349
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• 2013

The present paper investigates the availability of seawater as the absorbents to capture carbon dioxide ($CO_2$) emitted from the coal fired power plant (CFPP). For the purpose of the study, readily obtainable alkali materials in CFPP such as coal fly ash (FA), NaOH and $Ca(OH)_2$ are added to seawater to prepare the absorbents and their $CO_2$ capture performances are discussed. FA can be effectively used the additives to increase $CO_2$ capture capacity of seawater to a some extent. This is ascribed that some alkali components in FA are leached into seawater and they contribute to $CO_2$ capture in the solution. However, their leaching amount and rate are restricted by the various ions in seawater. The performance of NaOH added seawater is even lower than that of NaOH added water because $OH^-$ is substantially consumed on $Ma(OH)_2$ production prior to carbonation. $CO_2$ absorption capacity of $Ca(OH)_2$ added seawater is slightly larger than that of $Ca(OH)_2$ added water. This is because that $Ca^{2+}$ which originally present in raw seawater can participate in carbonation reaction.

• Journal of the Korean Chemical Society
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• v.45 no.2
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• pp.116-120
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• 2001

In order to know the physicochemical properties of magnetized water, the experimental methods of column assay, crystalization of saltsand gypsom have been explored to elucidate the effects of magnetized water on the solubility speed of salts, crystal pattern from salt squeous solutions, and gypsom crystal pattern, respectively. In the column assay for salt solubility the magnetized water showed the decreased initial solubility speed of NaCl and slightly increased initial solubility spped of KCI, however, the maximum solugilities of NaCl and KCI in the magnetized aster were almost same in the double distilled water, respectively. The column assay also indicated that the magnetized water showed the decreased initial solubility speed of urea (CH$_4$N$_2$O), sodium citrate (HOC(CO$_2$Na)-(CH$_2$CO$_2$Na)$_2$-2H$_2$O) and (NH$_4$)$_2$compared to the double distilled water, while slightly increased solubility speed of glycine (NH$_2$CH$_2$COOH), boric acid (H$_3$BO$_3$), MgSO$_4$. Crystalization of 1% or 5% salt aqueous solutions by rapid evaporation disclosed that the magnetized water produced more condensed and bigger crystal structure than the control water. The pattern of gypsom crystal formation also indicated that the magntized water enhanced the crystal formation in the hydration reaction of gypsom plaster compared to the double distilled water. Taken together, it was presumed that the magnetized water showed the different physicochemical properties in the interaction with various salts, especially showed the contrast results between NaCl and KCI.

• Journal of Life Science
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• v.26 no.1
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• pp.123-128
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• 2016

The object of this study was to obtain accurate information about the co-administration effects of cardiotonic pills on the pharmacokinetics of cilostazol were observed as a process of the comprehensive and integrative medicine. Cilostazol is a synthetic anti-platelet and vasodilator agent developed for the treatment of intermittent claudication resulting from peripheral arterial disease. By increasing intracellular cyclic adenosine monophosphate (cAMP), cilostazol induces the activation of protein kinase A, which activates endothelial nitric oxide synthase. In order to evaluate the effect of a single or repeated cardiotonic pill dose on the pharmacokinetics of cilostazol, a single dose of pure_distilled water or a colloidal suspension of distilled water and cardiotonic pills were administered to the control and test groups, respectively. After 30 min, both groups were administered cilostazol. Plasma was collected 30min before administration, and 0.25, 0.5, 0.45, 1, 2, 4, 6, 8, and 24h after the end of cilostazol treatment. We then evaluated the pharmacokinetic changes observed with cilostazol between the control and test groups. No statistically significant differences were observed. These findings demonstrated that a single dose of cardiotonic pills did not affect the pharmacokinetics of cilostazol. The results obtained in this study suggest that co-administration of cardiotonic pills and cilostazol may not affect the bioavailability of cilostazol as a potential drug interaction.

• Polymer(Korea)
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• v.26 no.3
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• pp.353-359
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• 2002

High intensity ultrasound has been applied to a series of poly(ethylene oxide) (PEO)/water systems having different molecular weights of PEO. Major interest was focused on the effect of ultrasonic wane on the melt viscosity chemical structure and thermal properties of PEO. The expected role of ultrasound used in this study was to generate macroradicals of PEO chains by the formation and subsequent collapse of bubbles. It was found that the melt viscosity and chemical structure of PEO change significantly depending on the sonication time. For the prolonged sonication, PEO chains were significantly degraded and new end groups were formed by the interplay of various radical species. When the molecular weight of PEO was relatively higher, the crystallization rate was decreased and the intensity of the melting peak was reduced.

• Proceedings of the Korean Vacuum Society Conference
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• 2014.02a
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• pp.197.2-197.2
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• 2014

그래핀(graphene)의 라만 스펙트럼은 전하밀도(charge density)와 기계적 변형(strain)에 민감하여 연구에 널리 활용되고 있다. 본 연구에서는 기계적 박리법으로 만든 그래핀에 황산 수용액으로 p-형 화학도핑(chemical doping)을 유발시키고 전하밀도의 변이에 따른 라만 스펙트럼의 변화를 조사하였다. 이러한 변화를 통해 황산과 물 분자의 계면 확산을 이해하고, $SiO_2/Si$ 기판의 화학적 특성이 미치는 영향을 파악하고자 하였다. 분자의 효율적인 계면 확산을 위해 고온 산화반응을 이용하여 그래핀의 기저면에 나노공(nanopore)을 만든 후, 액상에서 라만 스펙트럼을 측정하였다. 증류수 속에 담궜을 때 물 분자가 그래핀-기판 계면 사이로 확산되면서 열처리에 의해 유발된 정공이 사라짐을 확인하고, D-봉우리의 가역적인 변화로부터 그래핀의 구조적 변화를 유추하였다. 황산 농도를 증가시켰을 때 G와 2D-봉우리의 진동수가 상호간에 일정한 비율로 증가하여 정공의 밀도가 증가함 알 수 있었다. 동일한 시료에 대해 황산의 농도를 감소시킴으로써 p-형 도핑을 제거하고 동일한 반응을 가역적으로 반복할 수 있었다. 상기한 분자의 2차원 확산 현상은 나노공의 유무와 기판의 전처리 조건에 따라 크게 달라진다는 사실을 확인 할 수 있었다. 또한 여러 파장에서 측정된 전하밀도와 기계적 변형에 의한 G와 2D-봉우리의 진동수 변화로부터 다른 연구자들이 활용할 수 있는 검정곡선을 제시하였다.