• 제목/요약/키워드: energy-absorbing layer

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머신러닝 기반 페로브스카이트 태양전지 광흡수층 박막 최적화를 위한 연구 (A Study on Optimization of Perovskite Solar Cell Light Absorption Layer Thin Film Based on Machine Learning)

  • 하재준;이준혁;오주영;이동근
    • 한국콘텐츠학회논문지
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    • 제22권7호
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    • pp.55-62
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    • 2022
  • 페로브스카이트 태양전지는 4차 산업혁명으로 사물인터넷, 가상환경 등의 증가에 따른 전력 수요가 급증하면서 점진적으로 고갈되어가는 석유, 석탄, 천연가스 등의 화석연료를 대체할 태양에너지, 풍력, 수력, 해양에너지, 바이오에너지, 수소에너지 등의 신재생 에너지 분야에서 연구가 활발한 부분이다. 페로브스카이트 태양전지는 페로브스카이트 구조를 가진 유-무기 하이브리드 물질을 사용하는 태양전지 소자로 고효율, 저가의 용액 및 저온 공정으로 기존의 실리콘 태양전지를 대체할 수 있는 장점들이 있다. 기존의 경험적 방법으로 예측한 광흡수층 박막을 최적화하기 위해서 소자 특성 평가를 통해 신뢰도를 검증해야 한다. 그러나 광흡수층 박막 소자 특성 평가 비용이 많이 소요되므로 시험 횟수에 제약이 따른다. 이러한 문제점을 해결하기 위하여 광흡수층 박막 최적화의 보조 수단으로 머신러닝이나 인공지능 모델을 이용하여 명확하고 타당한 모델의 개발과 적용 가능성이 무한하다고 본다. 이 연구에서는 페로브스카이트 태양전지의 광 흡수층 박막 최적화를 추정하기 위하여 서포트 벡터 머신의 선형 커널, 가우시안 커널, 비선형 다항식 커널, 시그모이드 커널의 회귀분석 모델을 비교하여 커널 함수별 정확도 차이를 검증하였다.

발전소의 대형 주증기배관의 진동 특성 (The Vibration Characteristic of Large Main Steam Pipelines in Power Plant)

  • 김연환;이현
    • 소음진동
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    • 제6권6호
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    • pp.709-715
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    • 1996
  • In recent years, the piping vibration in many Power Plants is being increased by the aged generating facilities due to a long time use. Generally, the pressure fluctuations associated with the flow-induced excitations in this case are broadband in nature. Mainly, the dominant sources of vibration are a vortex-shedding, plane waves and boundary layer turbulence. The peak level of the spectrum is proportional to the dynamic head. A severe disturbance in pipeline results in the generation of intense broadband internal sound waves which can propagate through the piping system. The characteristic frequencies of operating loads of 20%, 57%, 70%, 100% are 4 - 6 Hz and coincide with the results from impact hammering test and FEM analysis. We chose the wire energy absorbing rope restraint as a vibration reduction method after reviewing the various conditions such as site, installing space and economic cost etc. After installation, the vibration level was reduced about 54% in velocity.

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A Study of Shielding Properties of X-ray and Gamma in Barium Compounds

  • Seenappa, L.;Manjunatha, H.C.;Chandrika, B.M.;Chikka, Hanumantharayappa
    • Journal of Radiation Protection and Research
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    • 제42권1호
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    • pp.26-32
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    • 2017
  • Background: Ionizing radiation is known to be harmful to human health. The shielding of ionizing radiation depends on the attenuation which can be achieved by three main rules, i.e. time, distance and absorbing material. Materials and Methods: The mass attenuation coefficient, linear attenuation coefficient, Half Value Layer (HVL) and Tenth Value Layer (TVL) of X-rays (32 keV, 74 keV) and gamma rays (662 keV) are measured in Barium compounds. Results and Discussion: The measured values agree well with the theory. The effective atomic numbers ($Z_{eff}$) and electron density (Ne) of Barium compounds have been computed in the wide energy region 1 keV to 100 GeV using an accurate database of photon-interaction cross sections and the WinXCom program. Conclusion: The mass attenuation coefficient and linear attenuation coefficient for $BaCO_3$ is higher than the $BaCl_2$, $Ba(No_3)_2$ and BaSO4. HVL, TVL and mean free path are lower for $BaCO_3$ than the $BaCl_2$, $Ba(No_3)_2$ and $BaSO_4$. Among the studied barium compounds, $BaCO_3$ is best material for x-ray and gamma shielding.

CNT-PDMS Composite Thin-Film Transmitters for Highly Efficient Photoacoustic Energy Conversion

  • Song, Ju Ho;Heo, Jeongmin;Baac, Hyoung Won
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2016년도 제50회 동계 정기학술대회 초록집
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    • pp.297.2-297.2
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    • 2016
  • Photoacoustic generation of ultrasound is an effective approach for development of high-frequency and high-amplitude ultrasound transmitters. This requires an efficient energy converter from optical input to acoustic output. For such photoacoustic conversion, various light-absorbing materials have been used such as metallic coating, dye-doped polymer composite, and nanostructure composite. These transmitters absorb laser pulses with 5-10 ns widths for generation of tens-of-MHz frequency ultrasound. The short optical pulse leads to rapid heating of the irradiated region and therefore fast thermal expansion before significant heat diffusion occurs to the surrounding. In this purpose, nanocomposite thin films containing gold nanoparticles, carbon nanotubes (CNTs), or carbon nanofibers have been recently proposed for high optical absorption, efficient thermoacosutic transfer, and mechanical robustness. These properties are necessary to produce a high-amplitude ultrasonic output under a low-energy optical input. Here, we investigate carbon nanotube (CNT)-polydimethylsiloxane (PDMS) composite transmitters and their nanostructure-originated characteristics enabling extraordinary energy conversion. We explain a thermoelastic energy conversion mechanism within the nanocomposite and examine nanostructures by using a scanning electron microscopy. Then, we measure laser-induced damage threshold of the transmitters against pulsed laser ablation. Particularly, laser-induced damage threshold has been largely overlooked so far in the development of photoacoustic transmitters. Higher damage threshold means that transmitters can withstand optical irradiation with higher laser energy and produce higher pressure output proportional to such optical input. We discuss an optimal design of CNT-PDMS composite transmitter for high-amplitude pressure generation (e.g. focused ultrasound transmitter) useful for therapeutic applications. It is fabricated using a focal structure (spherically concave substrate) that is coated with a CNT-PDMS composite layer. We also introduce some application examples of the high-amplitude focused transmitter based on the CNT-PDMS composite film.

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Mo 기판위의 NaF 중간층을 이용한 Cu(In,Ga)Se2 광흡수층의 Na 도핑특성에 관한 연구 (Na Doping Properties of Cu(In,Ga)Se2 Absorber Layer Using NaF Interlayer on Mo Substrate)

  • 박태정;신동협;안병태;윤재호
    • 한국재료학회지
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    • 제19권8호
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    • pp.452-456
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    • 2009
  • In high-efficiency Cu(In,Ga)$Se_2$ solar cells, Na is doped into a Cu(In,Ga)$Se_2$ light-absorbing layer from sodalime-glass substrate through Mo back-contact layer, resulting in an increase of device performance. However, this supply of sodium is limited when the process temperature is too low or when a substrate does not supply Na. This limitation can be overcome by supplying Na through external doping. For Na doping, an NaF interlayer was deposited on Mo/glass substrate. A Cu(In,Ga)$Se_2$ absorber layer was deposited on the NaF interlayer by a three-stage co-evaporation process As the thickness of NaF interlayer increased, smaller grain sizes were obtained. The resistivity of the NaF-doped CIGS film was of the order of $10^3{\Omega}{\cdot}cm$ indicating that doping was not very effective. However, highest conversion efficiency of 14.2% was obtained when the NaF thickness was 25 nm, suggesting that Na doping using an NaF interlayer is one of the possible methods for external doping.

다공성 산화타이타늄 나노입자 합성과 염료감응형 태양전지 응용 (Synthesis of Mesoporous Titanium Dioxide Nanoparticles and Their Application into Dye Sensitized Solar Cells)

  • 김휘동;안지영;김수형
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2010년도 춘계학술대회 초록집
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    • pp.64.2-64.2
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    • 2010
  • In order to improve the overall power conversion efficiency in dye-sensitized solar cells (DSSCs), it is very important to secure the sufficient surface area of photocatalytic nanoparticles layer for absorbing dye molecules. It is because increasing the amount of dye absorbed generally results in increasing the amount of light harvesting. In this work, we proposed a new method for increasing the specific surface area of photocatalytic titanium oxide ($TiO_2$) nanoparticles by using an inorganic templating method. Salt-$TiO_2$ composite nanoparticles were synthesized in this approach by spray pyrolyzing both the titanium butoxide and sodium chloride solution. After aqueous removal of salt from salt-$TiO_2$ composite nanoparticles, mesoporous $TiO_2$ nanoparticles with pore size of 2~50 nm were formed and then the specific surface area of resulting porous $TiO_2$ nanoparticle was measured by Brunauer-Emmett-Teller (BET) method. Generally, commercially available P-25 with the average primary size of ~25 nm $TiO_2$ nanoparticles was used as an active layer for dye-sensitized solarcells, and the specific surface area of P-25 was found to be ~50 $m^2/g$. On the other hand, the specific surface area of mesoporous $TiO_2$ nanoparticles prepared in this approach was found to be ~286 $m^2/g$, which is 5 times higher than that of P-25. The increased specific surface area of $TiO_2$ nanoparticles will absorb relatively more dye molecules, which can increase the short curcuit current (Jsc) in DSSCs. The influence of nanoporous structures of $TiO_2$ on the performance of DSSCs will be discussed in terms of the amount of dye molecules absorbed, the fill factor, the short circuit current, and the power conversion efficiency.

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강도저항형 코어와 프레임 구조의 진동주기차를 이용한 듀얼프레임 제진시스템의 응답특성 (Response Characteristic of the Dual-frame Passive Control System with the Natural Period Difference between the Strength Resistant Core and Frame Structure)

  • 김태경;최광용;오상훈;유홍식
    • 한국지진공학회논문집
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    • 제19권6호
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    • pp.273-282
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    • 2015
  • In this study, shaking table test has been carried out for the dual frame passive control system for seismic performance verification of the proposed system. The proposed system was separated into two independent frameworks that are strength resistant core and frame structure by connecting to the damper. Moreover, the seismic performance improvement of the proposed system has been verified by comparing and analyzing the experimental results of the proposed system with an existing core system. As a result of the shaking table test, acceleration and displacement responses of dual-frame vibration control system are decreased than those of the existing strength resistant type core system. In the case of the core system, while the damage was concentrated on the column of first floor, the damage of the dual system was dispersed in each layer. The damage also was concentrated on the damper, almost no damage occurs to the structural members. It has been emphasized that installed dampers in the proposed dual system reduce the input energy of whole structure by absorbing seismic input energy, which leads overall system damage to be reduced.

Fabrication of Schottky Device Using Lead Sulfide Colloidal Quantum Dot

  • Kim, Jun-Kwan;Song, Jung-Hoon;An, Hye-Jin;Choi, Hye-Kyoung;Jeong, So-Hee
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2012년도 제43회 하계 정기 학술대회 초록집
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    • pp.189-189
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    • 2012
  • Lead sulfide (PbS) nanocrystal quantum dots (NQDs) are promising materials for various optoelectronic devices, especially solar cells, because of their tunability of the optical band-gap controlled by adjusting the diameter of NQDs. PbS is a IV-VI semiconductor enabling infrared-absorption and it can be synthesized using solution process methods. A wide choice of the diameter of PbS NQDs is also a benefit to achieve the quantum confinement regime due to its large Bohr exciton radius (20 nm). To exploit these desirable properties, many research groups have intensively studied to apply for the photovoltaic devices. There are several essential requirements to fabricate the efficient NQDs-based solar cell. First of all, highly confined PbS QDs should be synthesized resulting in a narrow peak with a small full width-half maximum value at the first exciton transition observed in UV-Vis absorbance and photoluminescence spectra. In other words, the size-uniformity of NQDs ought to secure under 5%. Second, PbS NQDs should be assembled carefully in order to enhance the electronic coupling between adjacent NQDs by controlling the inter-QDs distance. Finally, appropriate structure for the photovoltaic device is the key issue to extract the photo-generated carriers from light-absorbing layer in solar cell. In this step, workfunction and Fermi energy difference could be precisely considered for Schottky and hetero junction device, respectively. In this presentation, we introduce the strategy to obtain high performance solar cell fabricated using PbS NQDs below the size of the Bohr radius. The PbS NQDs with various diameters were synthesized using methods established by Hines with a few modifications. PbS NQDs solids were assembled using layer-by-layer spin-coating method. Subsequent ligand-exchange was carried out using 1,2-ethanedithiol (EDT) to reduce inter-NQDs distance. Finally, Schottky junction solar cells were fabricated on ITO-coated glass and 150 nm-thick Al was deposited on the top of PbS NQDs solids as a top electrode using thermal evaporation technique. To evaluate the solar cell performance, current-voltage (I-V) measurement were performed under AM 1.5G solar spectrum at 1 sun intensity. As a result, we could achieve the power conversion efficiency of 3.33% at Schottky junction solar cell. This result indicates that high performance solar cell is successfully fabricated by optimizing the all steps as mentioned above in this work.

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Cyclic Voltammetry를 이용한 CuInSe2 박막의 전기화학적 전착 연구 (Cyclic Voltammetry Study on Electrodeposition of CuInSe2 Thin Films)

  • 홍순현;이현주;김양도
    • 한국재료학회지
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    • 제23권11호
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    • pp.638-642
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    • 2013
  • Chalcopyrite $CuInSe_2$(CIS) is considered to be an effective light-absorbing material for thin film photovoltaic solar cells. CIS thin films have been electrodeposited onto Mo coated and ITO glass substrates in potentiostatic mode at room temperature. The deposition mechanism of CIS thin films has been studied using the cyclic voltammetry (CV) technique. A cyclic voltammetric study was performed in unitary Cu, In, and Se systems, binary Cu-Se and In-Se systems, and a ternary Cu-In-Se system. The reduction peaks of the ITO substrate were examined in separate $Cu^{2+}$, $In^{3+}$, and $Se^{4+}$ solutions. Electrodeposition experiments were conducted with varying deposition potentials and electrolyte bath conditions. The morphological and compositional properties of the CIS thin films were examined by field emission scanning electron microscopy (FE-SEM) and energy dispersive spectroscopy (EDS). The surface morphology of as-deposited CIS films exhibits spherical and large-sized clusters. The deposition potential has a significant effect on the film morphology and/or grain size, such that the structure tended to grow according to the increase of the deposition potential. A CIS layer deposited at -0.6 V nearly approached the stoichiometric ratio of $CuIn_{0.8}Se_{1.8}$. The growth potential plays an important role in controlling the stoichiometry of CIS films.

Na확산과 Ga첨가에 따른 동시진공증발법으로 제조된 CIGS 박막과 CdS/CIGS 태양전지의 특성 (Effects of Sodium and Gallium on Characteristics of CIGS Thin Films and CdS/CIGS Solar Cells by Co-evaporation Method)

  • 권세한;이정철;강기환;김석기;윤경훈;송진수;이두열;안병태
    • 태양에너지
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    • 제20권2호
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    • pp.43-54
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    • 2000
  • 동시 진공증발법을 이용하여 coming glass, soda-lime glass, Mo가 증착된 soda-lime glass 위에 $Cu(In_{1-x}Ga_x)Se_2$ 박막을 증착하였다. Soda-lime glass 위에서 제조된 $Cu(In_{0.5}Ga_{0.5})Se_2$ 박막의 전기비저항값과 정공농도는Cu/(In+Ga)비에 큰 영향을 받지 않았다. Soda-lime glass위에서의 $Cu(In_{1-x}Ga_x)Se_2$ 박막내부와 표면에는 Na이 검출되었고, 표면의 Na는 산소와 결합하고 있었으며, Cu가 부족한 조성에서 이차상이 형성되었다. Ga/(In+Ga)비가 증가할수록 $Cu(In_{1-x}Ga_x)Se_2$ 박막은 회절 peak들의 큰 회절각으로 이동, 초격자 peak등의 분리, 결정립 크기의 감소가 관찰되었다. $Cu_{0.91}(In_{1-x}Ga_x)Se_2$ 박막은 Ga/(In+Ga)비에 무관하게 전기적으로 p-type을 나타내었다. Ag/n-ZnO /i-Zno/CdS/$Cu_{0.91}(In_{0.7}Ga_{0.3})Se_2$/Mo/glass구조의 태양전지를 제조하였으며, 태양전지변환효율(Eff.) = 14.48%, 단락전류밀도(Jsc) = $34.88mA/cm^2$, 개방전압(Voc) =581.5 mV, 충실도(F.F) = 0.714을 나타내었다.

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