• Korean Chemical Engineering Research
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• v.62 no.1
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• pp.118-124
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• 2024

A neural network is utilized for preprocessing of de-noizing in electrocardiogram signals, retinal images, seismic waves, etc. However, the de-noizing process could provoke increase of computational time and distortion of the original signals. In this study, we investigated a neural network architecture to analyze measurement data without additional de-noizing process. From the dynamical behaviors of DNA in aqueous solution, our neural network model aimed to predict the mole fraction of each DNA in the solution. By adding white noise to the dynamics data of DNA artificially, we investigated the effect of the noise to neural network's predictions. As a result, our model was able to predict the DNA mole fraction with an error of O(0.01) when signal-to-noise ratio was O(1). This work can be applied as a efficient artificial intelligence methodology for analyzing DNA related to genetic disease or cancer cells which would be sensitive to background measuring noise.

• Journal of the Mineralogical Society of Korea
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• v.27 no.4
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• pp.183-195
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• 2014

In order to study the mineralogical characteristics of a cathodic deposition-metallic powder, electrowinning experiments were carrier out on different electrolytic solutions at varying electric distances and electric currents. Under the same experimental conditions, Cu recovery was obtained much more effectively using a sodium chloride electrolyte than with a sulfuric acid electrolyte. In XRD analysis, copper ($Cu^0$), chalcanthite and cuprite were identified in the sulfuric acid electrolyte, while copper, nantokite and chalcanthite were observed in the sodium chloride electrolyte. In the sodium chloride electrolyte solution, increasing the electric distance and the electric current increased the Cu recovery rate, anode weight and anodic corrosion. The results of XRD analysis with non-pulverized cathodic deposition-metallic powder showed the average copper crystallite size was increased by increasing the electric current and decreasing the electric distance. It is suggested that the mass transfer was controlled with diffusion on the boundary between the electrode and the electrolytic solution due to the formation of dendrite copper.

• Proceedings of the Korean Nuclear Society Conference
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• 1996.11a
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• pp.140-144
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• 1996

Trickle bed를 이용하여 고분가 촉매에 의한 용존산소 제거반응을 수행하였다. 고분자 촉매는 폴리스티렌-디비닐 벤젠의 공중합체로 이루어진 담체를 제조하여 백금 용액을 함침시킨 후 수소로 환원하여 제조하였다. trickle bed는 수소 및 산소로 포화되어 있는 물을 향류식으로 접촉할 수 있도록 설계하였다. 이 경우는 액상 실험 장치와 달리 포화기가 없기 때문에 장치는 비교적 단순하였으나 컬럼내에 축적되는 액상의 축적이 중요한 운전변수로 나타났다. trickle bed에서의 용존산소 제거 거동을 semi-empirical relation으로 나타내어 실험치와 비교한 결과 예측된 모델과 매우 잘 일치하는 것으로 나타났다.

• Journal of Energy Engineering
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• v.4 no.3
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• pp.309-314
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• 1995

촉매의 담지순서 카본블랙의 종류 및 전처리 방법 등을 달리하여 연료전지 전극용 백금/카본 분말을 제조하고 이것의 백금 유실율, 백금 분산율 및 촉매 활성을 살표보았으며, 이를 사용하여 제조한 전극의 단위전지 성능을 상용전극과 비교하였다. 실험결과 카본블랙에 백금용액을 먼저 혼합한 후 환원시키는 전극제조 방법은 기존의 콜로이달법 보다 백금의 유실율이 적고 분산율이 높았다. 그리고 산/염기를 이용한 카본블랙의 전처리는 표면적은 줄어들지만 촉매활성을 증가시켰으며, 전극촉매의 최적 활성화 온도는 30$0^{\circ}C$이었다.

• Proceedings of the Korean Institute of Surface Engineering Conference
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• 2007.11a
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• pp.13-13
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• 2007

Ni-Fe 합금을 전주성형하여 Ni용출 특성을 연구하였다. 피팅현상은 Ni용출을 가속화시키나 전주성형된 Ni-Fe 합금의 나노구조는 피팅현상을 줄임으로써 Ni용출량을 줄이는 역할을 함을 알 수 있었다. Ni 용출시험은 인공땀 용액에서 수행하였다.

• Proceedings of the Korean Nuclear Society Conference
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• 1996.11b
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• pp.623-628
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• 1996

핵주기 공정 및 원전 2차 계통 증기발생기의 화학 세정시 배출되는 액체 폐기물 및 산업 폐수등에 존재하는 구리, 우라늄, 납 및 카드늄 등의 중금속들은 일반환경 및 공중보건상에 심각한 문제를 야기할 수 있다. 본 연구에서는 사과 주스공정에서 나오는 폐 사과 껍질을 이용하여 용액의 pH, 이온강도, 유기, 무기 ligands 존재, 및 화학적 처리등에 따른 페수중 구리의 제거 특성에 대하이 연구하였다.

• Journal of Korean Society of Environmental Engineers
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• v.36 no.1
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• pp.1-6
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• 2014

The composite anodes of exfoliated graphite (EG) and multiwall carbon nanotube (MWCNT) were fabricated by using the binders with different content of epoxy in Nafion solution. The influence of the epoxy content in the anode binder on the performance of microbial fuel cell (MFC) was examined in a batch reactor. With the increase in the epoxy content in the anode binder, increase in physical binding force was observed, but at the same time an increase in the internal resistance of MFC was also observed. This was due to the increase in activation and ohmic resistance. For the anode binder without epoxy, the maximum power density was $1,892mW/m^2$, but a decrease in maximum power density was observed with the increase in the epoxy content in the anode binder. With the epoxy content of 50% in the anode binder, a decrease in the maximum power density to $1,425mW/m^2$ was observed, which about 75.3% of the anode binder without epoxy is. However, the material consisting of the same amount of epoxy and Nafion solution is a good alternative for anode binder in terms of durability and economics of MFC.

• Applied Chemistry for Engineering
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• v.23 no.4
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• pp.377-382
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• 2012

CdS thin films have been widely used as a buffer layer of CIGS semiconductor solar cells to reduce the lattice mismatch between transparent electrode and absorber layer. In order to prepare the CdS films with high transparency and low resistivity, they were deposited by varying Cd concentration with the constant S concentration in the solution using chemical bath deposition method. They were analyzed in terms of structural, optical and electrical properties of CdS films according to the $[S^{2-}]/[Cd^{2+}]$ ratio. In the case of Cd concentration higher than S concectration, CdS thin films were formed mainly by cluster- by-cluster formation due to the homogeneous reaction between Cd and S in the solution. Therefore the grain size increased and the transmittance decreased. On the other hand, in the case of Cd concentration lower than S concentration, CdS films were formed by heterogeneous reaction on the substrate rather than in the solution. The CdS films have the grains with the uniform circular shape of a few hundreds ${\AA}$. As the Cd concentration increased in the solution, the $[S^{2-}]/[Cd^{2+}]$ ratio decreased and the resistivity decreased by the increase in the carrier concentration due to the formation S vacancy by the excess Cd.

• Korean journal of food and cookery science
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• v.19 no.2
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• pp.210-215
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• 2003

When Kimchi is cooked, it is very import to find an appropriate level for the salt content of the cabbage to makes the best tasting Kimchi. Therefore, in this article, attempts were made to find the best salted cabbage condition using difference salt solution concentration, temperatures and fermentation periods. In the experiments with the difference of the salt solutions, 10 and 15%, the salted cabbages were packed in polyethylene bags, and incubated at 10, 15, 20 and 25$^{\circ}C$ for 0, 2, 4, 6, 8, 10, 12, 14, 16 and 20 hrs. As a result, the best tasting Kimchi, in terms of texture characteristic, were found with storage times of 10 and 6-8 hrs, with salt solution concentrations of 10 and 15%, respectively, both of these at 25$^{\circ}C$. The best conditions, in terms of the kimchi taste characteristics, where 6-10 hrs, with the salt solution concentrations of 10 & 15%. With storage conditions of 10 hrs and a salt solution concentraction of 10%, and 6-8 hrs and a salt solution concentration of 15%, both at 25$^{\circ}C$, the texture characteristics were fresh. clear and coot. Also, the points of the appropriate salt content differ with temperature. Therefore, the appropriate conditions for the salting time, storage temperature and salt solution concentrations will make the best tasting, most nutritious Kimchi, in the least time and most economically.

• Clean Technology
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• v.7 no.1
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• pp.65-74
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• 2001

Modified dip-coating method 8.3 times shorten in solution volume-coated and 83.3 times in coating time than existing dip-coating method. Coating weight increased nearly 2~3 times. So modified dip-coating method is evaluated that it is economic and has a efficiency. When we make an experiment in coated $LaCoO_3$ on ceramic monolith in modified dip-coating method which use 2 coating applications with relative viscosity $0.006202kg{\cdot}m/sec$, it showed a superior reaction at 88.56mg per ceramic unit gram in NO-CO reaction(optimum coating amount). When we make an experiment in the same size of ceramic filter cell with different conditions 100, 200cell per square inch, the result in low temperature($200^{\circ}C{\sim}350^{\circ}C$), 200cell3 per square inch is 6~23% higher in NO reduction and 11% in CO oxidation than 100cell per square inch. It is because the more the number of cells in the ceramic filter increase, the more catalytic surface area is expanded.