• 제목/요약/키워드: Micro-Raman Spectra

검색결과 25건 처리시간 0.026초

라만 스펙트럼에서 간 질병 분류를 위한 MAP과 MLP 적용 연구 (Application of MAP and MLP Classifier on Raman Spectral Data for Classification of Liver Disease)

  • 박아론;백성준;양병흠;나승유
    • 한국콘텐츠학회논문지
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    • 제9권2호
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    • pp.432-438
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    • 2009
  • 본 연구에서는 마이크로 라만 스펙트럼을 이용한 급성 알코올성 간 손상과 만성 에탄올 간섬유증의 진단을 위해, 전처리 과정을 거친 스펙트럼으로부터 변별력 있는 피크를 추출하여 자동 분류기를 이용한 진단하는 방법을 살펴보았다. 전처리 단계에서는 기준선의 왜곡을 제거한 후 피크 보존에 유용한 Savitzky-Golay 필터를 이용하여 smoothing하였다. 전처리 후 급성 알코올성 간 손상과 만성 에탄올성 간섬유증을 구분할 수 있는 변별력 있는 스펙트럼 피크를 확인하고 이를 이용하여 MAP과 신경망으로 분류하였으며 실험 결과에 의하면 제안한 전처리 방법과 자동 분류기로 만성 에탄올성 간섬유증과 급성 알코올성 간 손상을 80% 이상 분류할 수 있었고, 이는 특징 벡터로 사용한 피크가 간 질병 진단에 사용될 수 있는 가능성을 보여준다고 할 수 있다.

Synthesis of LaMnO3-Diamond Composites and Their Photocatalytic Activity in the Degradation of Weak Acid Red C-3GN

  • Huang, Hao;Lu, Benqian;Liu, Yuanyuan;Wang, Xeuqian;Hu, Jie
    • Nano
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    • 제13권10호
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    • pp.1850121.1-1850121.11
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    • 2018
  • In this study, a series of $LaMnO_3$-diamond composites with varied $LaMnO_3$ mass contents supported on micro-diamond have been synthesized using a sol-gel method. The as-prepared composites were characterized by X-ray diffraction (XRD), scanning electron microscopy (SEM), transmission electron microscopy (TEM), Raman spectroscopy and the Fourier transform infrared spectra (FTIR). Meanwhile, the photocatalytic performances were also tested by photoluminescence (PL) spectroscopy, ultraviolet-visible diffuse reflection spectra (UV-Vis DRS) and the degradation of weak acid red C-3GN (RC-3GN). Results show that the peak position of $LaMnO_3$ is shifted to low angle after the introduction of diamond, and perovskite particles uniformly distributed on the surface of diamond, forming a network structure, which can increase the active sites and the absorption of dye molecules. When the mass ratio of $LaMnO_3$ and diamond is 1:2 (LMO-Dia-2), the composite shows the most excellent photocatalytic activity. This result offers a sample route to enlarge the range of the application of micro-diamond and provide a new carrier for perovskite photocatalysts.

석회석 소성 점토 시멘트(LC3) 페이스트의 고온 내화성능에 관한 연구 (Experimental Study About Properties of Limestone-calcined-clay Cement (LC3) Concrete Under High Temperature)

  • 왕소용
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2021년도 가을 학술논문 발표대회
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    • pp.133-134
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    • 2021
  • Limestone-calcined clay-Cement (LC3) concrete provides a solution for sustainability, durability, and profitability of concrete industry. This study shows experimental studies of the macro properties (residual compressive strength), the meso properties (mesoscopic images), and micro properties (thermogravimetric (TG) analysis, X-ray powder diffraction (XRD), FTIR spectra, Raman spectra, Mercury intrusion porosimetry, and SEM) of LC3 paste with various mixtures and at high elevated temperatures (20 ℃, 300 ℃, 550 ℃ and 900 ℃). We find (1) Regarding to macro properties, LC3 cementitious materials are at a disadvantage in compressive strength when the temperature is higher than 300 ℃. (2) Regarding to meso properties, when the temperature reached 550 ℃, all samples generated more meso cracks. (3) Regarding to micro properties, first, as the substitution amount increases, its CH content decreases significantly; second, at 900 ℃, for samples with calcined clay, a large amount of gehlenite crystalline phase was found; third, at elevated temperatures (20 ℃, 300 ℃, 550 ℃ and 900 ℃), there is a linear relationship between the residual compressive strength and the cumulative pore volume; fourth, at 900 ℃, a large amount of dicalcium silicate was generated, and damage cracks were more pronounced. The experimental results of this study are valuable of material design of fire resistance of LC3 concrete.

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Fabrication of Flexible Surface-enhanced Raman-Active Nanostructured Substrates Using Soft-Lithography

  • 박지윤;장석진;여종석
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2012년도 제43회 하계 정기 학술대회 초록집
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    • pp.411-411
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    • 2012
  • Over the recent years, surface enhanced Raman spectroscopy (SERS) has dramatically grown as a label-free detecting technique with the high level of selectivity and sensitivity. Conventional SERS-active nanostructured layers have been deposited or patterned on rigid substrates such as silicon wafers and glass slides. Such devices fabricated on a flexible platform may offer additional functionalities and potential applications. For example, flexible SERS-active substrates can be integrated into microfluidic diagnostic devices with round-shaped micro-channel, which has large surface area compared to the area of flat SERS-active substrates so that we may anticipate high sensitivity in a conformable device form. We demonstrate fabrication of flexible SERS-active nanostructured substrates based on soft-lithography for simple, low-cost processing. The SERS-active nanostructured substrates are fabricated using conventional Si fabrication process and inkjet printing methods. A Si mold is patterned by photolithography with an average height of 700 nm and an average pitch of 200 nm. Polydimethylsiloxane (PDMS), a mixture of Sylgard 184 elastomer and curing agnet (wt/wt = 10:1), is poured onto the mold that is coated with trichlorosilane for separating the PDMS easily from the mold. Then, the nano-pattern is transferred to the thin PDMS substrates. The soft lithographic methods enable the SERS-active nanostructured substrates to be repeatedly replicated. Silver layer is physically deposited on the PDMS. Then, gold nanoparticle (AuNP) inks are applied on the nanostructured PDMS using inkjet printer (Dimatix DMP 2831) to deposit AuNPs on the substrates. The characteristics of SERS-active substrates are measured; topology is provided by atomic force microscope (AFM, Park Systems XE-100) and Raman spectra are collected by Raman spectroscopy (Horiba LabRAM ARAMIS Spectrometer). We anticipate that the results may open up various possibilities of applying flexible platform to highly sensitive Raman detection.

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Au-Si을 촉매로 급속화학기상증착법으로 성장한 Si 나노선의 구조 및 광학적 특성 연구 (Structural and optical properties of Si nanowires grown with island-catalyzed Au-Si by rapid thermal chemical vapor deposition(RTCVD))

  • 곽동욱;이연환
    • 한국진공학회지
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    • 제16권4호
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    • pp.279-285
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    • 2007
  • 나노크기의 Au-Si을 촉매로 급속화학기상증착법을 이용하여 Si(111) 기판에 성장한 Si 나노선의 구조적인 형태 변화과정과 광학적 특성을 연구하였다. 액상 입자인 Au 나노 점은 기상-액상-고상(vapor-liquid-solid mechanism) 성장법에 의한 Si 나노선 형성 과정에서 촉매로 사용되었다 이 액체 상태인 나노점에 1.0Torr 압력과 $500-600^{\circ}C$ 온도 하에서 $SiH_4$$H_2$의 혼합가스를 공급하여 Si 나노선을 형성하였다. <111> 방향으로 형성한 Si 나노선의 형태를 전계방출 주사전자현미경(Field Emission Scanning Electron Microscope)으로 관찰하였다. 특히, 대부분의 나노선이 균일한 크기를 가지고 있으며, Si(111) 기판 표면에서 수직하게 정렬된 것을 확인하였다. 형성된 나노선의 크기를 분석한 결과, 직경과 길이가 각각 60nm와 5um의 분포를 가지는 것을 확인 하였다. 고 분해능 투과전자현미경(High Resolution-Transmission Electron Microscope)을 통해 약 3nm의 다결정 산화층으로 둘러 싸여 있는 Si 나노선이 단결정으로 형성된 것을 관찰하였다. 그리고 마이크로 라만 분광(Micro-Raman Scattering) 실험으로 Si 나노선의 광학적 특성을 분석하였다. 라만 측정결과 Si의 광학 포논(Optical Phonon) 신호가 Si 나노선의 영향으로 에너지가 작은 쪽으로 이동하며, Si 포논 신호의 폭이 비대칭적으로 증가하는 것을 확인 하였다.

특징 순위 방법을 이용한 혈소판 라만 스펙트럼에서 퇴행성 뇌신경질환과 혈관성 인지증 분류 (Feature Ranking for Detection of Neuro-degeneration and Vascular Dementia in micro-Raman spectra of Platelet)

  • 박아론;백성준
    • 전자공학회논문지CI
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    • 제48권4호
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    • pp.21-26
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    • 2011
  • 특징 순위 방법은 데이터에 대한 정보와 관련된 특징을 구별하는데 유용하게 사용된다. 본 논문에서는 혈소판으로부터 측정된 라만 스펙트럼에서 퇴행성 뇌신경질환과 혈관성 인지증의 분류에 특징 순위를 이용하는 방법을 제안하였다. 퇴행성 뇌신경 질환인 알츠하이머병(Alzheimer's disease)과 파킨슨병(Parkinson's disease) 그리고 혈관성 인지증(vascular dementia)을 유도한 실험용 쥐의 혈소판에서 측정한 스펙트럼은 가우시안 모델을 이용한 커브 피팅으로 노이즈를 제거하고 로컬 최저점에 선형 보간법(linear interpolation)으로 배경 잡음을 제거한다. 전처리 과정을 수행한 스펙트럼에서 분류정확도와 계산복잡도를 개선하기 위해 특징 순위 방법을 이용하여 주요 특징을 선택하였다. 선택된 특징들은 PCA(principal component analysis) 방법으로 변환하여 주성분의 수를 변화시키며 MAP(maximum a posteriori)으로 분류하고 전체 특징을 사용한 경우의 분류 결과와 비교하였다. 실험 결과에서 제안한 방법을 적용한 모든 실험에서 분류 시스템의 계산복잡도를 현저하게 감소시키고 분류정확도는 부분적으로 증가하였다. 특히 파킨슨병과 정상을 분류하는 실험에서 제안한 방법이 전체 특징을 사용한 경우보다 모든 주성분의 수에서 분류정확도가 높았으며 평균 1.7 %의 성능이 향상되었다. 이 결과에서 분류정확도와 계산복잡도의 개선을 고려하면 제안한 방법이 혈소판 라만 스펙트럼에서 퇴행성 뇌신경질환과 혈관성 인지증의 분류 시스템에 효율적으로 사용될 수 있음을 확인하였다.

Effect of Inherent Anatomy of Plant Fibers on the Morphology of Carbon Synthesized from Them and Their Hydrogen Absorption Capacity

  • Sharon, Madhuri;Sharon, Maheshwar
    • Carbon letters
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    • 제13권3호
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    • pp.161-166
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    • 2012
  • Carbon materials were synthesized by pyrolysis from fibers of Corn-straw (Zea mays), Rice-straw (Oryza sativa), Jute-straw (Corchorus capsularis) Bamboo (Bombax bambusa), Bagass (Saccharum officinarum), Cotton (Bombax malabaricum), and Coconut (Cocos nucifera); these materials were characterized by scanning electron microscope, X-ray diffraction (XRD), and Raman spectra. All carbon materials are micro sized with large pores or channel like morphology. The unique complex spongy, porous and channel like structure of Carbon shows a lot of similarity with the original anatomy of the plant fibers used as precursor. Waxy contents like tyloses and pits present on fiber tracheids that were seen in the inherent anatomy disappear after pyrolysis and only the carbon skeleton remained; XRD analysis shows that carbon shows the development of a (002) plane, with the exception of carbon obtained from bamboo, which shows a very crystalline character. Raman studies of all carbon materials showed the presence of G- and D-bands of almost equal intensities, suggesting the presence of graphitic carbon as well as a disordered graphitic structure. Carbon materials possessing lesser density, larger surface area, more graphitic with less of an $sp^3$ carbon contribution, and having pore sizes around $10{\mu}m$ favor hydrogen adsorption. Carbon materials synthesized from bagass meet these requirements most effectively, followed by cotton fiber, which was more effective than the carbon synthesized from the other plant fibers.

Enhanced Photocurrent from CdS Sensitized ZnO Nanorods

  • Nayak, Jhasaketan;Son, Min-Kyu;Kim, Jin-Kyoung;Kim, Soo-Kyoung;Lee, Jeong-Hoon;Kim, Hee-Je
    • Journal of Electrical Engineering and Technology
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    • 제7권6호
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    • pp.965-970
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    • 2012
  • Structure and optical properties of cadmium sulphide-zinc oxide composite nanorods have been evaluated by suitable characterization techniques. The X-ray diffraction spectrum contains a series of peaks corresponding to reflections from various sets of lattice planes of hexagonal ZnO as well as CdS. The above observation is supported by the Micro-Raman spectroscopy result. The optical reflectance spectra of CdS-ZnO is compared with that of ZnO where we observe an enhanced absorption and hence diminished reflection from CdS-ZnO compared to that from only ZnO. A very small intensity of the visible photoluminescence peak observed at 550 nm proves that the ZnO nanorods have very low concentrations of point defects such as oxygen vacancies and zinc interstitials. The photocurrent in the visible region has been significantly enhanced due to deposition of CdS on the surface of the ZnO nanorods. CdS acts as a visible sensitizer because of its lower band gap compared to ZnO.

광결정 Nanocavity를 갖는 InGaN/GaN 양자우물구조의 청색 광소자 공정 및 특성평가 (Fabrications and Characterizations of InGaN/GaN Quantum Well Light Emitting Devices Including Photonic Crystal Nanocavity Structures)

  • 최재호;이정택;김근주
    • 한국전기전자재료학회논문지
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    • 제22권12호
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    • pp.1045-1057
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    • 2009
  • The authors investigated the InGaN/GaN multi-quantum well blue light emitting devices with the implementation of the photonic crystals fabricated at the top surface of p-GaN layer and the bottom interface of n-GaN layer. The top photonic crystals result in the lattice-dependent photoluminescence spectra at the wavelength of 450 nm and however, the bottom photonic crystal shows a big shift of the photoluminescence peak from 444 nm to 394 nm. The sample with the bottom photonic crystal structure also shows the lasing effect at the wavelength of 468 nm. Furthermore, the quality enhancement for the crystal growth of GaN thin film on the bottom photonic crystal comes from the modulated compressive stress which was measured by the micro-Raman spectroscopy.

하부 광결정에 따른 InGaN/GaN 양자우물구조의 청색발광 다이오드 발광 특성 (Bottom photonic crystals-dependent photoluminescence of InGaN/GaN Quantum-Well Blue LEDs)

  • 조성남;최재호;김근주
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2008년도 추계학술대회 논문집 Vol.21
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    • pp.52-54
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    • 2008
  • The authors investigated the InGaN/GaN multi-quantum well blue light emitting diodes with the implements of the photonic crystals fabricated at the top surface of p-GaN layer or the bottom interface of n-GaN layer. The top photonic crystals result in the lattice-dependent photoluminescence spectra for the blue light emitting diodes, which have a wavelength of 450nm. However, the bottom photonic crystal shows a big shift of the photoluminescence peak from 444 nm to 504 nm and played as a role of quality enhancement for the crystal growth of GaN thin film. The micro-Raman spectroscopy shows the improved epitaxial quality of GaN thin film.

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