• Journal of KIISE:Software and Applications
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• v.33 no.12
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• pp.999-1007
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• 2006

The Backpropagation learning algorithm is known to have slow and false convergence aroused from plateau and local minima. Many substitutes for backpropagation announced so far appear to pay some trade-off for convergence speed and stability of convergence according to parameters. Here, a new algorithm is proposed, which avoids some of those problems associated with the conventional backpropagation problems, especially with local minima, and gives relatively stable and fast convergence with low storage requirement. This is the separate learning algorithm in which the upper connections, hidden-to-output, and the lower connections, input-to-hidden, separately trained. This algorithm requires less computational work than the conventional backpropagation and other improved algorithms. It is shown in various classification problems to be relatively reliable on the overall performance.

• 한국신재생에너지학회:학술대회논문집
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• 2010.06a
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• pp.215.2-215.2
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• 2010

지구온난화의 주범으로 알려진 $CO_2$의 대기 중 농도는 산업혁명 이전 280ppm에서 산업 혁명 이후 375ppm으로 증가하였다. 정부 간 기후변화패널(IPCC)의 기후변화 시나리오에 의하면, 지금부터 다양한 감축노력을 한다 할지라도 $CO_2$ 증가추세는 계속되어 2100년경에는 대기 중 $CO_2$농도가 600~950ppm에 이를 것으로 예측하고 있다. 현재까지 화력발전부분은 온실가스($CO_2$)의 최대 배출 원으로 알려져 있으며 이 분야의 $CO_2$ 회수기술은 연소 후 포집(Post-combustion), 순산소 연소(Oxy-fuel combustion), 연소 전 탈탄소화(Pre-combustion) 3가지로 크게 구분된다. 이중 석탄가스화복합발전(IGCC)기술과 연계하여 $CO_2$를 회수할 수 있는 방법이 연소 전 탈탄소화 기술이다. 핵심기술은 $CO_2$ 분리공정으로 적용 될 수 있는 기술로서는 흡착 흡수법, 막분리법 그리고 가스 하이드레이트가 있으나 아직까지 우리나라의 가스 하이드레이트 기술은 전무한 형편이다. 본 연구에서는 가스 하이드레이트 형성원리를 이용하여 정온 정압 조건에서 $CO_2/H_2$ 하이드레이트를 제조하였으며 특히, 하이드레이트 형성 촉진제인 TBAB(Tetra-n-butyl ammonium bromide)를 첨가하여 TBAB 농도에 따른 상평형 및 속도론 실험을 수행 하였다. 또한 라만 분석을 통하여 $CO_2$ 회수 분리에 대한 연구도 병행하였다.

• Korean Journal of Food Science and Technology
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• v.33 no.3
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• pp.389-394
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• 2001

In order to isolate antimicrobial substances from Schizandra chinensis, the dried fruits were extracted with the methanol and the extract showed a strong antimicrobial activity. Also, the methanol exract was further fractionated with hexane, dichloromethane, ethylacetate and buthanol. The ethyl acetate-soluble fraction showed the strongest antimicrobial activity. These fraction were further separated by using various chromatographic methods including thin layer chromatography, silicagel open column chromatography and prep. HPLC. A major component S-EA-5-T1 and S-EA-5-T3 from the ethyl acetate fraction, which showed a strong antimicrobial activity was identified by Mass and NMR spectrometry. Two compounds were isolated and identified as trimethylcitrate and the essential oil of Schizandra chinensis and was estimated as gomisin C, respectively. The growth of S. typhimurium was also inhibited about 1.65 to 2.86 log cycle in minced pork by the addition 1% of Schizandra chinensis extract for 12 days at $4^{\circ}C$. These results suggested that these compounds have a strong potential as a natual food preservatives.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.6 no.7
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• pp.993-1000
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• 2002

In this paper, we design the CORBA-based Mobile Agent Model (CMAM) which has the capability of the efficient work processing in distributed environment through sensing network traffic and searching the optimal path for migration nodes of mobile agent. In case existing mobile agent model is given various works from user, the network overhead and traffic are increased by increasing of execution module size. Also, if it happens a large quantity of traffics due to migration of nodes according to appointment of the passive host(below node) routing schedule by user, it needs much cost for node search time by traffic. Therefore, in this paper, we design a new mobile agent m()del that assures the reliability of agent's migration through dynamic act on the specific situation according to appointment of the active routing schedule and can minimize agent's work processing time through optimal path search. The proposed model assigns routing schedule of the migration nodes actively using an extended MAFFinder. Also, for decreasing overhead of network by agent's size, it separates the existing mobile agent object by mobile agent including only agent calling module and push agent with work executing module based on distributed object type of CORBA. Also, it reduces the required time for round works of mobile agent through the optimal path search of migration nodes.

• Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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• 2002.11a
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• pp.550-554
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• 2002

In this paper, we design the CORBA-based Mobile-Agent Model (CMAM) which has the capability of the efficient work processing in distributed environment through sensing network traffic and searching the optimal path for migration nodes of mobile agent. In case existing mobile agent model is given various works from user, the network overhead and traffic are increased by increasing of execution module size. Also, if it happens a large quantity of traffics due to migration of nodes according to appointment of the passive host(node) muting schedule by user, it needs much cost for node search time by traffic. Therefore, in this paper, we design a new mobile agent model that assures the reliability of agent's migration through dynamic act on the specific situation according to appointment of the active routing schedule and can minimize agent's work processing time through optimal path search. The proposed model assigns routing schedule of the migration nodes actively using an extended MAFFinder. Also, for decreasing overhead of network by agent's size, it separated by mobile agent including oかy agent calling module and push agent with work executing module based on distributed object type of CORBA. Also, it can reduce the required time for round works of mobile agent through the optimal path search of migration nodes.

• Korean Journal of Culture and Social Issue
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• v.17 no.2
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• pp.219-239
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• 2011

The objective of this study is to investigate the influence of husbands' sex role stereotype, intercultural sensitivity, and the acceptance of wife's culture on immigrant women's acculturation, marital satisfaction and life satisfaction in multi-cultural family in Korea. The data of 100 immigrant women and their husbands were analyzed. Husbands' mean age was 41.6 and wifes' mean age was 29.6. The results of this study are as follows. The first, husbands' sex role stereotype, intercultural sensitivity and the acceptance of wives' culture together explain only marginalization among wives' acculturation(integration, assimilation, segregation, and marginalization) significantly, but individual variable's effect was not significant. The second, husbands' acceptance of wives' culture explain marital and life satisfaction significantly. Third, only marginalization among four types of acculturation explain significantly marital and life satisfaction significantly. integration explain only life satisfaction significantly. Husbands' sex role stereotype is related with the acceptance of their wives' culture and their intercultural sensitivity negatively. In wives' acculturation, there is low positive correlation between assimilation and integration and moderate negative correlation between assimilation and marginalization. This study revealed that the marital and life satisfaction of immigrant women in intercultural family in Korea are explained by acculturation which was influenced by their husband's acceptance of wives' culture and they are not only immigrant wife's problem but multicultural problem.

• 한국신재생에너지학회:학술대회논문집
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• 2009.11a
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• pp.247-250
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• 2009

This study considers the feasibility of using the low cost assembled separator. The graphite plate has been widely used as the separator in the field of PEMFCs(Polymer electrolyte membrane fuel cell) industry because of its excellent material properties such as good corrosion resistance, good electrical conductance and so on. However, there are some problems for the commercialization due to its poor cost effectiveness for the large volume manufacturing and lack of mechanical strength. From this respect, this study has focused on the manufacturing technology in order to reduce the price for the commercialization of separator. This study also shows that the assembled separator of the suggested structure, which is composed of grafoil and PC(PolyCarbonate) materials, could be manufactured at low cost enough for the mass production. The flow fields produced by cutting foils and the base plates of the separators were simply made by mechanical work.

• 한국신재생에너지학회:학술대회논문집
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• 2011.11a
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• pp.85.1-85.1
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• 2011

In this study, Grafoil$^{TM}$ which has comparable electric resistance and chemical stability but is flexible, fragile, and cheap material was adopted as bipolar plates for proton exchange membrane fuel cell(PEMFC) having only one straight line flow channel. Because of its flexibility, pressurizations of cell with various pressures showed different operating characteristics compared to ordinary graphite-used PEMFC. While performances of both cells decreased as these were pressurized, investigation of ohmic and faradaic resistance by electrochemical impedance measurement indicated different tendency of change. Ohmic resistance of graphite-used cell increased with increasing pressure, which is reversed in Grafoil$^{TM}$-used cell. It is speculated that effective chemical reaction area is decreased with increasing pressure in case of graphite-used one, but because of flexible property of Grafoil$^{TM}$, gas diffusion layer in Grafoil$^{TM}$-used cell was well-activated. Different rate of change of faradaic resistances in both cells support this supposition. However, although optimum point of pressurization is found, it is required to investigate other operating conditions because of low performance compared to graphite-used cell.

• Proceedings of the Korean Information Science Society Conference
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• 2006.10d
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• pp.259-262
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• 2006

라우터에서 세션간 출력링크 용량을 공정하게 분배하기 위해, Generalized Processor Sharing(GPS) 기반 공정큐잉 알고리즘들이 제안되었다. 이 알고리즘들은 대역폭 관점에서는 서버에 대기중인 각 세션들에게 공정한 서비스를 제공해 주지만, 지연 관점에서는 경계치 이하로 보장해 주는 서비스만 제공한다. 이로 인해 적은 양의 패킷을 생성하는 세션이라도 작은 지연으로 서비스 받고자 한다면, 큰 대역폭을 할당받아야 하는 문제가 발생한다. 이와 같이 지연과 대역폭이 결합됨으로 써 생기는 문제를 해결하고자 서비스커브 기반의 알고리즘이 제안되었지만, 이 알고리즘들은 서비스 지연과 대역폭간 제한된 분리밖에 지원하지 못한다. 본 논문에서는 서비스 지연과 대역폭을 분리하여 독립적으로 처리함으로 써, 각 세션에게 세션의 트래픽 특성에 맞게 서비스를 제공해 주는 지연-대역폭 정규화 모델을 제안한다. 이 모델은 서비스를 서비스 지연과 대역폭 측면에서 정의하고, 정의된 서비스를 서비스 가치(Value of Service: VoS)라는 개념을 통해 표현한다. 이 모델과 VoS개념을 이용하여 각 세션에게 지연-대역폭 관점에서 공정한 서비스를 제공하는 스케줄링 알고리즘을 제안한다. 이 알고리즘을 통해, 각 세션에게 지연-대역폭 관점에서 공정서비스, 전송률을 보장하는 서비스를 제공하려고 한다.

• KSBB Journal
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• v.15 no.5
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• pp.452-457
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• 2000

Due to the advantage of RP-HPLC with a variety of compositions of mobile phases, experiments on water-soluble charged species were examined. The samples were mononucleotides (5-CMP, 5-UMP, 5-GMP, 5-IMP, 5-AMP), and the buffers used were sodium phosphate monobasic and acetic acid. The concentrations of buffers ranged from 0.01 to 10 mM, while that of the methanol, an additive to the mobile phase was 5 to 20 vol.%. To predict the retention factor of a sample in terms of its methanol composition (M, vol.%) and buffer(C(sub)B, mM), the following nonlinear equation is suggested, k= $\frac{a+b C_B}{(1+c C_B) M^d}($ where a, b, c, and d were experimentally determined constants. The regression coefficients were above 0.96, and the agreement between experimental and calculated retention factors were relatively good.