• 한국ITS학회 논문지
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• 제21권6호
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• pp.132-145
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• 2022

본 연구는 고속도로에서 발생한 교통사고 블랙박스 영상을 기반으로 군집분석과 예측모형 비교를 수행하였다. 분석자료로 사고 직전의 도로 및 교통 상황을 파악할 수 있는 차량 주행행태, 노면 상태 등 사고 영상에서 추출이 가능한 항목을 설명변수로 활용하였다. 여러 요소에 의해 영향을 받는 교통사고 데이터의 특징을 고려하여 데이터의 이질성을 반영하는 군집분석을 활용하였다. 군집분석으로 분류된 각 군집을 사고 심각도 수준의 비율을 기준으로 나누고, 종속변수인 인명피해 수준을 반영하여 사고 예측 평가를 수행하였다. 사고 예측모형은 로짓 모형(Logit model)을 적용한 결과, 전체 데이터를 분석한 경우보다 군집분석에 의해 두 개의 사고 심각도 그룹을 분류하여 예측했을 때 우수한 예측 능력을 보여주었다. 이는 군집분석을 통한 그룹별 사고 특성과 사고 심각도를 반영하여 사고위험을 예측하는 것이 더 효과적인 것으로 판단된다. 또한 2차 사고와 같은 정차 중 추돌사고, 차로변경 중 측면 추돌사고 등이 중요한 주행행태변수로 작용하는 것으로 나타났다.

• 한국ITS학회 논문지
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• 제21권6호
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• pp.87-96
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• 2022

고령보행자를 포함한 교통약자는 신체적 능력이 저하되어 보행속도가 상대적으로 낮으며, 인지반응시간이 느린 특성을 가지고 있지만, 현재 교통약자를 위한 보행신호는 0.8m/s로 일률적으로 적용하고 있다. 문제점을 개선하기 위하여 스마트 횡단시스템이 개발되어 운영되고 있지만, 보행자별 적정 보행속도를 반영한 신호운영이 이루어지지 못하고 있다. 본 연구에서는 교통약자비율이 높은 지역에서 수집된 영상정보를 활용하여, 교통약자의 종류, 보행자의 수, 도로의 기하구조 등을 고려한 신경망모형과 다중회귀모형기반의 횡단속도 추정모델을 개발하였다. 이를 통해 개발된 모델을 스마트횡단시스템에 적용하여 실시간 교통약자에 따른 최적 보행신호 제공을 지원하고자 하였다. 경기도 파주시의 도시 교통 네트워크에서 수집된 실제 교통 상황 데이터 2,400개를 사용하였다. 모델의 성능은 상관계수, 평균 절대오차 등 7개의 선택된 지표를 통해 평가되었다. 다중선형회귀모델은 상관 계수가 0.652이고 MAE가 0.182였으며, 신경망모델은 상관계수가 0.823이고 MAE가 0.105로 나타나. 신경망모델이 더 높은 예측력을 보였다.

• BMB Reports
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• 제40권5호
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• pp.723-730
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• 2007

Kinesin is an ATP-driven microtubule motor protein that plays important roles in control of microtubule dynamics, intracellular transport, cell division and signal transduction. The kinesin superfamily is composed of numerous members that are classified into 14 subfamilies. Animal kinesins have been well characterized. In contrast, plant kinesins have not yet to be characterized adequately. Here, a novel plant-specific kinesin gene, GhKCH2, has been cloned from cotton (Gossypium hirsutum) fibers and biochemically identified by prokaryotic expression, affinity purification, ATPase activity assay and microtubule-binding analysis. The putative motor domain of GhKCH2, $M_{396-734}$ corresponding to amino acids Q396-N734 was fused with 6$\times$His-tag, soluble-expressed in E. coli and affinity-purified in a large amount. The biochemical analysis demonstrated that the basal ATPase activity of $M_{396-734}$ is not activated by $Ca^{2+}$, but stimulated 30-fold max by microtubules. The enzymatic activation is microtubule-concentration-dependent, and the concentration of microtubules that corresponds to half-maximum activation was about 11 ${\mu}M$, much higher than that of other kinesins reported. The cosedimentation assay indicated that $M_{396-734}$ could bind to microtubules in vitro whenever the nucleotide AMP-PNP is present or absent. As a plant-specific microtubule-dependent kinesin with a lower microtubule-affinity and a nucleotide-independent microtubule-binding ability, cotton GhKCH2 might be involved in the function of microtubules during the deposition of cellulose microfibrils in fibers or the formation of cell wall.

• 한국인터넷방송통신학회논문지
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• 제8권6호
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• pp.165-172
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• 2008

하이패스 단말기를 이용한 교통정보수집 및 전달 시스템에 관하여 기술하였다. 최근 하이패스 이용자들이 급격히 증가하면서 차량단말기(OBU)의 보급도 증가하여 현재는 100만대에 육박하고 있다. 이미 보급되어 사용 중인 하이패스 시스템을 가지고 효율적인 교통정보를 수집하기 위해서는 하이패스 시스템의 프로토콜과 송수신되는 명령 및 데이터들을 심도 있게 연구해 볼 필요가 있기 때문이다. 현재까지 하이패스 단말기를 이용한 교통정보수집 시스템을 구축하기 위해서는 통신의 중장거리 확보 기술과 주파수 문제, 프라이버시에 관한 법적인 문제 등 해결되어야 할 사항이 남아 있지만 조속한 시일 내에 해결할 것으로 전망된다. 본 연구에서는 하이패스 시스템과 연동하여 교통정보를 수집할 수 있는 방안과 운전자에게 도로상황을 전달할 수 있는 알고리즘을 제시하였다.

• JSTS:Journal of Semiconductor Technology and Science
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• 제14권5호
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• pp.615-624
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• 2014

In this paper, we explore the electrical properties and high-frequency performance of carbon nanotube field-effect transistors (CNTFETs), based on the non-equilibrium Green's functions (NEGF) solved self - consistently with Poisson's equations. The calculated results show that CNTFETs exhibit superior performance compared with graphene nanoribbon field-effect transistors (GNRFETs), such as better control ability of the gate on the channel, higher drive current with lower subthreshold leakage current, and lower subthreshold-swing (SS). Due to larger band-structure-limited velocity in CNTFETs, ballistic CNTFETs present better high-frequency performance limit than that of Si MOSFETs. The parameter effects of CNTFETs are also investigated. In addition, to enhance the immunity against short - channel effects (SCE), hetero - material - gate CNTFETs (HMG-CNTFETs) have been proposed, and we present a detailed numerical simulation to analyze the performances of scaling down, and conclude that HMG-CNTFETs can meet the ITRS'10 requirements better than CNTs.

• 한국진공학회:학술대회논문집
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• 한국진공학회 2016년도 제50회 동계 정기학술대회 초록집
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• pp.400.1-400.1
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• 2016

Interfacial engineering approaches as an efficient strategy for improving the power conversion efficiencies (PCEs) of inverted polymer solar cells (iPSCs) has attracted considerable attention. Recently, polymer surface modifiers, such as poly(ethyleneimine) (PEI) and polyethylenimine ethoxylated (PEIE), were introduced to produce low WF electrodes and were reported to have good electron selectivity for inverted polymer solar cells (iPSCs) without an n-type metal oxide layer. To obtain more efficient solar cells, quantum dots (QDs) are used as effective sensitizers across a broad spectral range from visible to near IR. Additionally, they have the ability to efficiently generate multiple excitons from a single photon via a process called carrier multiplication (CM) or multiple exciton generation (MEG). However, in general, it is very difficult to prepare a bilayer structure with an organic layer and a QD interlayer through a solution process, because most solvents can dissolve and destroy the organic layer and QD interlayer. To present a more effective strategy for surpassing the limitations of traditional methods, we studied and fabricated the highly efficient iPSCs with mono-layered QDs as an effective multi-functional layer, to enhance the quantum yield caused by various effects of QDs monolayer. The mono-layered QDs play the multi-functional role as surface modifier, sub-photosensitizer and electron transport layer. Using this effective approach, we achieve the highest conversion efficiency of ~10.3% resulting from improved interfacial properties and efficient charge transfer, which is verified by various analysis tools.

• International Journal of Naval Architecture and Ocean Engineering
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• 제9권4호
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• pp.418-428
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• 2017

In offshore area, newly deposited Quaternary loose seabed soils are widely distributed. There are a great number of offshore structures has been built on them in the past, or will be built on them in the future due to the fact that there would be no very dense seabed soil foundation could be chosen at planed sites sometimes. However, loosely deposited seabed foundation would bring great risk to the service ability of offshore structures after construction. Currently, the understanding on wave-induced liquefaction mechanism in loose seabed foundation has been greatly improved; however, the recognition on the consolidation characteristics and settlement estimation of loose seabed foundation under offshore structures is still limited. In this study, taking a semi-coupled numerical model FSSI-CAS 2D as the tool, the consolidation and settlement of loosely deposited sandy seabed foundation under an offshore breakwater is investigated. The advanced soil constitutive model Pastor-Zienkiewics Mark III (PZIII) is used to describe the quasi-static behavior of loose sandy seabed soil. The computational results show that PZIII model is capable of being used for settlement estimation problem of loosely deposited sandy seabed foundation. For loose sandy seabed foundation, elastic deformation is the dominant component in consolidation process. It is suggested that general elastic model is acceptable for subsidence estimation of offshore structures on loose seabed foundation; however, Young's modulus E must be dependent on the confining effective stress, rather than a constant in computation.

• 멤브레인
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• 제27권3호
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• pp.216-225
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• 2017

원자 수준의 두께를 가지는 그래핀 단일층이 흑연으로부터 박리되어 구현된 이래로, 그래핀은 2차원 소재의 활용 가능성을 연 물질로서 각광받고 있으며, 그래핀 고유의 뛰어난 물리적 특성으로 인하여 활발히 연구되고 있다. 특히 분리막 분야는 그래핀과 산화 그래핀이 활용 가능한 가장 중요한 분야 중의 하나로서, 최근의 다양한 시뮬레이션 연구를 통하여 그 가능성이 입증되고 있다. 그래핀과 산화 그래핀은 원자 수준의 얇은 두께, 뛰어난 기계적 강도, 높은 수준의 내화학성, 기공생성이 가능한 2차원 구조 또는 기체 확산 유로 생성이 가능한 적층 구조 등 분리막 소재로서 매우 유리한 특성들을 보유하고 있음이 밝혀졌다. 본 총설에서는 그래핀과 산화 그래핀의 고유 특성을 기반으로 기체 분리막 분야로의 응용 가능성과 현재까지의 개발 현황 및 향후 전망에 대하여 논하고자 한다.

• 한국진공학회:학술대회논문집
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• 한국진공학회 2015년도 제49회 하계 정기학술대회 초록집
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• pp.62-62
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• 2015

In this study, we study the effects of CF4 plasma treatment on the characteristics of enhancement mode (E-mode) AlGaN/GaN high electron mobility transistors (HEMTs). The CF4 plasma is generated by inductively coupled plasma reactive ion etching (ICP-RIE) system. The CF4 gas is decomposed into fluorine ions by ICP-RIE and then fluorine ions will effect the AlGaN/GaN interface to inhibit the electron transport of two dimension electron gas (2DEG) and increase channel resistance. The CF4 plasma method neither like the recessed type which have to utilize Cl2/BCl3 to etch semiconductor layer nor ion implantation needed high power to implant ions into semiconductor. Both of techniques will cause semiconductor damage. In the experiment, the CF4 treatment time are 0, 50, 100, 150, 200 and 250 seconds. It was found that the devices treated 100 seconds showed best electric performance. In order to prove fluorine ions existing and CF4 plasma treatment not etch epitaxial layer, the secondary ion mass spectrometer confirmed fluorine ions truly existing in the sample which treatment time 100 seconds. Moreover, transmission electron microscopy showed that the sample treated time 100 seconds did not have etch phenomena. Atomic layer deposition is used to grow Al2O3 with thickness 10, 20, 30 and 40 nm. In electrical measurement, the device that deposited 20-nm-thickness Al2O3 showed excellent current ability, the forward saturation current of 210 mA/mm, transconductance (gm) of 44.1 mS/mm and threshold voltage of 2.28 V, ION/IOFF reach to 108. As IV concerning the breakdown voltage measurement, all kinds of samples can reach to 1450 V.

• 한국전기전자재료학회논문지
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• 제27권11호
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• pp.718-724
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• 2014

In this work, in order to manufacture the photoelectrode of dye-sensitized solar cells, the different anatase $TiO_2$ paste was prepared by simple route using hydrothermal method. In comparison with the traditional preparing process, the hydrothermally synthesized $TiO_2$ gel was used to make paste directly. Thus, the making process was simplified and the solar conversion efficiency was improved. In comparison with 5.34% solar energy efficiency of HP-1 photoelectrode, the 6.23% efficiency of HDP-1 electrode was improved by 16.67%. This is because hydrothermally synthesized $TiO_2$ gel was used to make paste directly, the dispersibility between $TiO_2$ particles was improved and get the smoother network, leading to the charge transport ability of the electron generated in dye molecular was improved. Further, HDP-2 photoelectrode delivered the best results with Voc (open circuit voltage), Jsc (short circuit current density) FF (fill factor) and ${\eta}$(solar conversion efficiency) were 0.695 V, $15.81mA\;cm^{-2}$, 61.48% and 6.80%, respectively. In comparison with 5.34% of HP-1 photoelectrode, it was improved by 27.34%.