• Korean Chemical Engineering Research
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• 제46권2호
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• pp.414-422
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• 2008

활성탄과 제올라이트에 대한 $H_2$, $CH_4$, CO, $CO_2$에 대한 흡착평형 실험을 정적부피법에 의해 수행하였다. 활성탄과 제올라트를 이용한 4탑 PSA 공정을 통하여 다성분 혼합기체($H_2$ 72.2%, $CH_4$ 4.06%, CO 2.03%, $CO_2$ 21.6%)로부터 수소를 분리하는 연구를 수행하였다. 흡착평형 실험결과 각각의 기체들에 대하여 dual-site langmuir(DSL) 모델이 잘 예측을 하였으며, 활성탄과 제올라이트의 충전비율에 따른 파과특성을 살펴본 결과 최적의 활성탄 층의 높이는 전체 탑 길이 80 cm 중 55 cm로 나타났다. PSA 공정에서 공정 변수인 총 주기시간($T_c$), 세정기체 공급압력차(${\Delta}P$) 그리고 흡착압력이 공정효율에 미치는 영향을 실험과 전산모사를 통해 그 결과를 비교하였다.

• 정보처리학회논문지:컴퓨터 및 통신 시스템
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• 제13권1호
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• pp.21-30
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• 2024

최근 자율주행차 시장이 지속해 성장함에 따라 충전 인프라에 대한 필요성이 커지고 있다. 그러나 무선 충전 시스템의 경우 기존 유선 충전에 비해 대출력이 요구되어 안정성 문제가 제기되고 있다. 자율주행차 무선 충전 인프라를 구축하기 위한 표준으로는 SAE J2954가 존재하며 해당 표준에서는 차량과 전력 전송 시스템 간의 통신 방법에 대해 정의한다. SAE J2954에서는 자율주행차량의 무선 충전 통신 방법으로 Wi-Fi, Bluetooth 및 UWB와 같은 물리적 미디어를 사용해 차량과 충전 패드 간의 통신을 활성화할 것을 권장한다. 특히 UWB는 실내 환경에서 견고한 통신 능력을 보이고 간섭에 민감하지 않기 때문에 실내외 충전 환경에서 적합한 솔루션이다. 해당 표준에서는 무선전력전송 시스템을 구축하기 위한 프로세스로 충전 시작부터 충전 완료까지를 여러 단계로 구분하였다. 본 연구에서는 UWB 기술을 사용하여 무선전력전송 시스템의 한 가지 프로세스인 Fine alignment의 수단으로 사용한다. 실제 자율주행차 무선전력전송 시스템에 적용 가능성을 판단하기 위해 거리에 따라 실험을 수행하였으며 UWB로부터 거리 정보를 수집하였다. UWB로부터 얻어진 거리 데이터의 정확도를 향상시키기 위해 수집한 데이터를 세 단계의 전처리 과정을 거쳐 머신러닝과 딥러닝 기법을 적용한 Single Model과 Multi Model을 제안한다.

• 한국진공학회:학술대회논문집
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• 한국진공학회 2009년도 제38회 동계학술대회 초록집
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• pp.457-457
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• 2010

Flexible organic light emitting diodes (F-OLEDs) requires excellent moisture permeation barriers to minimize the degradation of the F-OLEDs device. Specifically, F-OLEDs device need a barrier layer that transmits less than $10^{-6}g/m^2/day$ of water and $10^{-5}g/m^2/day$ of oxygen. To increase the life time of F-OLEDs, therefore, it is indispensable to protect the organic materials from water and oxygen. Severe groups have reported on multi-layerd barriers consisting inorganic thin films deposited by plasma enhenced chemical deposition (PECVD) or sputtering. However, it is difficult to control the formation of granular-type morphology and microscopic pinholes in PECVD and sputtering. On the contrary, atomic layer deoposition (ALD) is free of pinhole, highly uniform, conformal films and show good step coverage. Thus, $Al_2O_3/TiO_2$ multi-layer was deposited onto the polyethersulfon (PES) substrate by electron cyclotron resonance atomic layer deposition (ECR-ALD), and the water vapor transmission rates (WVTR) were measured. WVTR of moisture permeation barriers is dependent upon density of films and initial state of polymer surface. A significant reduction of WVTR was achieved by increasing density of films and by applying low plasma induced interlayer on the PES substrate. In order to minimize damage of polymer surface, a 10 nm thick $TiO_2$ was deposited on PES prior to a $Al_2O_3$ ECR-ALD process. High quality barriers were developed from $Al_2O_3$ barriers on the $TiO_2$ interlayer. WVTR of $Al_2O_3$ by introducing $TiO_2$ interlayer was recorded in the range of $10^{-3}g/m^2.day$ at $38^{\circ}C$ and 100% relative humidity using a MOCON instrument. The WVTR was two orders of magnitude smaller than $Al_2O_3$ barriers directly grown on PES substrate without the $TiO_2$ interlayer. Thus, we can consider that the $Al_2O_3/TiO_2$ multi-layer passivation can be one of the most suitable F-OLEDs passivation films.

• 한국농업기계학회:학술대회논문집
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• 한국농업기계학회 2017년도 춘계공동학술대회
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• pp.135-135
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• 2017

Greenhouse have been developed to provide the plants with good environmental conditions for cultivation crop, two major factors of which are the inside air temperature and humidity. The inside temperature are influenced by the heating systems, ventilators and for systems among others, which in turn are geverned by some type of controller. Likewise, humidity environment is the result of complex mass exchanges between the inside air and the several elements of the greenhouse and the outside boundaries. Most of the existing models are based on the energy balance method and heat balance equation for modelling the heat and mass fluxes and generating dynamic elements. However, greenhouse are classified as complex system, and need to make a sophisticated modeling. Furthermore, there is a difficulty in using classical control methods for complex process system due to the process are non linear and multi-output(MIMO) systems. In order to predict the time evolution of conditions in certain greenhouse as a function, we present here to use of recurrent neural networks(RNN) which has been used to implement the direct dynamics of the inside temperature and inside humidity of greenhouse. For the training, we used algorithm of a backpropagation Through Time (BPTT). Because the environmental parameters are shared by all time steps in the network, the gradient at each output depends not only on the calculations of the current time step, but also the previous time steps. The training data was emulated to 13 input variables during March 1 to 7, and the model was tested with database file of March 8. The RMSE of results of the temperature modeling was $0.976^{\circ}C$, and the RMSE of humidity simulation was 4.11%, which will be given to prove the performance of RNN in prediction of the greenhouse environment.

• Molecular & Cellular Toxicology
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• 제4권3호
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• pp.183-191
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• 2008

Volatile organic compounds (VOCs) are common constituents of cleaning and degreasing agents, paints, pesticides, personal care products, gasoline and solvents. And VOCs are evaporated at room temperature and most of them exhibit acute and chronic toxicity to human. Benzene is the most widely used prototypical VOC and the toxic mechanisms of them are still unclear. The multi-step process of toxic mechanism can be more fully understood by characterizing gene expression changes induced in cells by toxicants. In this study, DNA microarray was used to monitor the expression levels of genes in HepG2 cells and HL-60 cells exposed to the benzene on IC20 and IC50 dose respectively. In the clustering analysis of gene expression profiles, although clusters of HepG2 and HL-60 cells by benzene were divided differently, expression pattern of many genes observed similarly. We identified 916 up-regulated genes and 1,144 down-regulated genes in HepG2 cells and also 1,002 up-regulated genes and 919 down-regulated genes in HL-60 cells. The gene ontology analysis on genes expressed by benzene in HepG2 and HL-60 cells, respectively, was performed. Thus, we found some principal pathways, such as, focal adhesion, gap junction and signaling pathway in HepG2 cells and toll-like receptor signaling pathway, MAPK signaling pathway, p53 signaling pathway and neuroactive ligand-receptor interaction in HL-60 cells. And we also found 16 up-regulated and 14 down-regulated commonly expressed total 30 genes that belong in the same biological process like inflammatory response, cell cycle arrest, cell migration, transmission of nerve impulse and cell motility in two cell lines. In conclusion, we suggest that this study is meaningful because these genes regarded as strong potential biomarkers of benzene independent of cell type.

• 한국재료학회지
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• 제26권10호
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• pp.561-569
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• 2016

$SrAl_2O_4$: $Eu^{2+}$ and $Dy^{3+}$ phosphorescent phosphors were synthesized using the polymerized complex method. Generally, phosphorescent phosphors synthesized by conventional solid state reaction show a micro-sized particle diameter; thus, this process is restricted to applications such as phosphorescent ink and paint. However, it is possible to synthesize homogeneous multi-component powders with fine particle diameter by wet process such as the polymerized complex method. The characteristics of $SrAl_2O_4$: $Eu^{2+}$ and $Dy^{3+}$ powders prepared by polymerized complex method with one and two step calcination processes were comparatively analyzed. Temperatures of organic material removal and crystallization were observed through TG-DTA analysis. The crystalline phase and crystallite size of the $SrAl_2O_4$: $Eu^{2+}$ and $Dy^{3+}$ phosphorescent phosphors were analyzed by XRD. Microstructures and afterglow characteristics of the $SrAl_2O_4$: $Eu^{2+}$ and $Dy^{3+}$ phosphors were measured by SEM and spectrofluorometry, respectively.

• 한국염색가공학회지
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• 제28권3호
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• pp.125-133
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• 2016

In this study, efforts were made to enhance the mechanical properties of the poly(vinyl alcohol) (PVA) fibers of medium molecular weight(number-average degree of polymerization=1735) varying the ratio in $DMSO/H_2O$ mixed solvent and spinning/drawing conditions. The gel fibers prepared from pure DMSO were opaquely frozen in the coagulating bath of $-20^{\circ}C$. However, transparent gel fibers were formed without freezing for the mixture to contain water less than 80wt%. As the amount of water in the mixture increased the residual solvent in the coagulated gel fibers decreased ranging from 85 to 42wt%. The complex viscosity increased with increasing PVA concentration in 80/20 $DMSO/H_2O$ exhibiting remarkable shear thinning at 18wt%. In the Cole-Cole plot, the 18wt% PVA solutions gave a deviated curve from 12 and 15wt% ones. Thus the optimum PVA concentration for the spinning processing of medium MW PVA solutions in 80/20 $DMSO/H_2O$ was determined to 18wt% with rheological concept. Low degree of drawing during hot drawing process in the dry state was available for high bath draft in the coagulation bath. The most improved mechanical properties were observed by applying the highest possible draw ratio attained by reducing bath draft over multi-step drawing process. In the given bath draft, linear relationship was observed between both tensile strength and modulus and draw ratio showing the inflection points at the draw ratio of 19.5 and 18.0 for tensile strength and modulus, respectively.

• KSBB Journal
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• 제17권4호
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• pp.326-332
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• 2002

크로마토그래피 공정 성능 검증의 한 항목인 담체의 수명 검증을 위해 자동화된 미니 크로마토그래피 시스템(MiniValChrom)을 개발하였다. 이 시스템은 크로마토그래피공정의 자동화된 반복수행, 크로마토그래피 각 step의 작동순서 및 공정조건의 자유로운 구성, on-line 실시간 모니터링 및 제어, 여러 담체 수명 검증법의 method file 저장기능 등을 갖추었다. MiniValChrom을 사용하여 BSA와 Cibacron Blue 3G-A를 각각 모델 단백질과 담체로 담체 수명 검증실험을 사례연구로 수행하였다. 담체 수명의 감소는 크로마토그래피 공정을 반복수행하면서 5 cycle 마다 변화하는 HETP값을 측정하여 HETP 값이 1 cm 이상 될 때까지 반복 수행함으로써 담체 수명을 결정할 수 있었다. 본 연구를 통해 개발된 MiniValChrom은 다른 검증 항목이나 multi-product 생산공장 내 크로마토그래피 공정 검증에도 유용하게 쓰일 수 있을 것으로 기대된다.

• 한국생산제조학회지
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• 제25권2호
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• pp.124-131
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• 2016

Several research works for finding and optimizing the methods of dispensing high viscosity phosphor used in the fabrication of white LED's are currently in progress. High viscosity phosphor dispensing with a high accuracy is crucial because the dispensing rate and uniformity directly affect parameters such as the CIE chromaticity diagram, color temperature and luminous flux of white LED's. This study presents a novel method of dispensing high viscosity phosphor using electrohydrodynamic printing. The dispensing rate was optimized less than 0.01 mg phosphor using experiments and optimizing the process parameters including the standoff distance from the nozzle to the substrate, ink supply pressure, and multi-step pulsed waveform magnitude ratio. The dispensing rate was measured by dispensing 20 dots using drop-on-demand with the optimized parameters, and the experiments were repeated 10 times to maximize the data accuracy. The average dispensing rate that can be reliably used for high viscosity phosphor dispensing was 0.0052 mg.

• 한국정보과학회논문지:소프트웨어및응용
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• 제33권11호
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• pp.915-922
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• 2006

최근 임베디드 소프트웨어가 다양한 분야에서의 개발이 두드러지면서 그 요구사항들도 다양해지고 있다. 그 중 이슈화되고 있는 것 중 하나가 하드웨어와의 종속성을 반영한 체계적인 개발방법을 제시하는 것이다. 기존의 개발방법들은 하드웨어와의 밀접한 관계, 여러 유사 도메인에 대한 고수준의 재사용성 요구 등 임베디드 소프트웨어가 갖고 있는 특성들을 효과적으로 반영하지 못하고 있다. 따라서 본 논문에서는 제품계열적 접근방법을 통해 효율적인 임베디드 소프트웨어 개발방법을 제시하기 위한 개발프로세스 모델 설계방법을 제안한다. 개발프로세스 모델의 설계 중점은 먼저 효율적 요구사항 도출기법으로 디렉토리 방식의 도메인 스코핑 방식과 IDEF0 기반 비즈니스 모델을 제안한다. 다음으로 서비스 구조 기반의 컴포넌트 도출방식과 하드웨어 종속성을 고려한 아키텍처 설계 방식을 제안한다. 마지막으로 제안한 개발프로세스 설계모델이 어떻게 임베디드 소프트웨어 개발에 적용되는지를 보이기 위해 다중센서데이터 융합시스템에 적용한 결과를 설계과정마다 제시한다.