• 제목/요약/키워드: Factor decomposition analysis

검색결과 122건 처리시간 0.034초

ICP-MS를 이용한 알칼리암의 희토류원소 정량분석 (Determination of Rare Earth Elements Abundance in Alkaline Rocks by Inductively Coupled Plasma Mass Spectrometry (ICP-MS))

  • 허순도;이종익;이미정;김예동
    • Ocean and Polar Research
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    • 제25권1호
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    • pp.53-62
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    • 2003
  • Inductively coupled plasma mass spectrometry (ICP-MS) is useful instrument for determining abundance of rare earth elements, due to very low detection limits and rapid data acquisition. In this article, two methods are used for decomposition of alkaline rocks; close vessel acid digestion and $Na_2Co_3$ fusion. The two analytical results show good agreements. Considering total dissolved solids and detection limits, the most adequate dilution factor is 5,000 times. Polyatomic ion interferences during analysis can give rise to Inaccuracies. After correction from oxide and hydroxide interference, the analytical result show 20-30% decrease for Gd and Tm, 10-20% decrease for Tb and Er. In comparing the analytical results from KORDI with other institutes, most rare earth elements abundance show good agreements except Lu.

Open-Tube에서 Zn확산을 이용한 GaAs에의 $p^+$층 형성 (Formation of $P^+-Layer$ in GaAs Using the Open-Tube Diffusion of Zn)

  • 심규환;강진영;민석기;한철원;최인훈
    • 대한전자공학회논문지
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    • 제25권8호
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    • pp.959-965
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    • 1988
  • Zinc diffusion characteristics and its applicabilities have been studied using an open-tube system. Thermal decomposition of arsenide(As) at gallium arsenide(GaAs) wafer surface was well inhibited by using Ga: poly-GaAs: Zn compositon as a diffusion source. Junction depth was obtained as 4.6x10**7\ulcorner exp)-1.25/kT) where activation energy of diffusion was 1.25eV. From Boltzmann-matano analysis, it could be identified that concentration dependencies of Zn diffusivity well consisted with those of kick-out model. The ideality factor of p+-n junction formed by Zn diffusion was about 1.6 and infrared light intensity was linearly varied in the range of sixty folds. It is concluded frodm these results that Zn diffuses according to kick-out model, and open-tube method is applicable to compound semiconductor devices.

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Nonnegative Matrix Factorization with Orthogonality Constraints

  • Yoo, Ji-Ho;Choi, Seung-Jin
    • Journal of Computing Science and Engineering
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    • 제4권2호
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    • pp.97-109
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    • 2010
  • Nonnegative matrix factorization (NMF) is a popular method for multivariate analysis of nonnegative data, which is to decompose a data matrix into a product of two factor matrices with all entries restricted to be nonnegative. NMF was shown to be useful in a task of clustering (especially document clustering), but in some cases NMF produces the results inappropriate to the clustering problems. In this paper, we present an algorithm for orthogonal nonnegative matrix factorization, where an orthogonality constraint is imposed on the nonnegative decomposition of a term-document matrix. The result of orthogonal NMF can be clearly interpreted for the clustering problems, and also the performance of clustering is usually better than that of the NMF. We develop multiplicative updates directly from true gradient on Stiefel manifold, whereas existing algorithms consider additive orthogonality constraints. Experiments on several different document data sets show our orthogonal NMF algorithms perform better in a task of clustering, compared to the standard NMF and an existing orthogonal NMF.

INFLUENCE OF CARBON CONTENT ON AUSTENITE STABILITY AND STRAIN-INDUCED TRANSFORMATION OF NANOCRYSTALLINE FeNiC ALLOY BY SPARK PLASMA SINTERING

  • SEUNG-JIN OH;BYOUNG-CHEOL KIM;MAN-CHUL SUH;IN-JIN SHON;SEOK-JAE LEE
    • Archives of Metallurgy and Materials
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    • 제64권3호
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    • pp.863-867
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    • 2019
  • The effects of carbon content on the austenite stability and strain-induced transformation of nanocrystalline Fe-11% Ni alloys were investigated using X-ray analysis and mechanical tests. The nanocrystalline FeNiC alloy samples were rapidly fabricated using spark plasma sintering because of the extremely short densification time, which not only helped attain the theoretical density value but also prevented grain growth. The increased austenite stability resulted from nanosized crystallites in the sintered alloys. Increasing compressive deformation increased the volume fraction of strain-induced martensite from austenite decomposition. The kinetics of the strain-induced martensite formation were evaluated using an empirical equation considering the austenite stability factor. As the carbon content increased, the austenite stability was enhanced, contributing to not only a higher volume fraction of austenite after sintering, but also to the suppression of its strain-induced martensite transformation.

Probabilistic bearing capacity of strip footing on reinforced anisotropic soil slope

  • Halder, Koushik;Chakraborty, Debarghya
    • Geomechanics and Engineering
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    • 제23권1호
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    • pp.15-30
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    • 2020
  • The probabilistic bearing capacity of a strip footing placed on the edge of a purely cohesive reinforced soil slope is computed by combining lower bound finite element limit analysis technique with random field method and Monte Carlo simulation technique. To simulate actual field condition, anisotropic random field model of undrained soil shear strength is generated by using the Cholesky-Decomposition method. With the inclusion of a single layer of reinforcement, dimensionless bearing capacity factor, N always increases in both deterministic and probabilistic analysis. As the coefficient of variation of the undrained soil shear strength increases, the mean N value in both unreinforced and reinforced slopes reduces for particular values of correlation length in horizontal and vertical directions. For smaller correlation lengths, the mean N value of unreinforced and reinforced slopes is always lower than the deterministic solutions. However, with the increment in the correlation lengths, this difference reduces and at a higher correlation length, both the deterministic and probabilistic mean values become almost equal. Providing reinforcement under footing subjected to eccentric load is found to be an efficient solution. However, both the deterministic and probabilistic bearing capacity for unreinforced and reinforced slopes reduces with the consideration of loading eccentricity.

Seismic capacity evaluation of fire-damaged cabinet facility in a nuclear power plant

  • Nahar, Tahmina Tasnim;Rahman, Md Motiur;Kim, Dookie
    • Nuclear Engineering and Technology
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    • 제53권4호
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    • pp.1331-1344
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    • 2021
  • This study is to evaluate the seismic capacity of the fire-damaged cabinet facility in a nuclear power plant (NPP). A prototype of an electrical cabinet is modeled using OpenSees for the numerical simulation. To capture the nonlinear behavior of the cabinet, the constitutive law of the material model under the fire environment is considered. The experimental record from the impact hammer test is extracted trough the frequency-domain decomposition (FDD) method, which is used to verify the effectiveness of the numerical model through modal assurance criteria (MAC). Assuming different temperatures, the nonlinear time history analysis is conducted using a set of fifty earthquakes and the seismic outputs are investigated by the fragility analysis. To get a threshold of intensity measure, the Monte Carlo Simulation (MCS) is adopted for uncertainty reduction purposes. Finally, a capacity estimation model has been proposed through the investigation, which will be helpful for the engineer or NPP operator to evaluate the fire-damaged cabinet strength under seismic excitation. This capacity model is presented in terms of the High Confidence of Low Probability of Failure (HCLPF) point. The results are validated by the proper judgment and can be used to analyze the influences of fire on the electrical cabinet.

스피넬 구조를 가지는 전이금속화합물(ZnCo2O4, NiCo2O4)의 열적 분석 및 열역학적 특성 연구 (The Study on Thermal Analysis and Thermodynamic Characteristics of Spinel Compounds(ZnCo2O4, NiCo2O4))

  • 김재욱;지명진;차병관;김철현;장원철;김종규
    • 대한화학회지
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    • 제54권2호
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    • pp.192-197
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    • 2010
  • 형광체나 반도체의 소자로 사용되는 전이금속화합물 중에서 나노(nano) 크기를 가지는 스피넬 화합물을 합성하였다. 스피넬 화합물의 크기, 합성여부, 열적분석과 화합물의 특성을 확인하기 위하여 열 중량 분석기(TGA), X-선 회절 분석기(XRD), 적외선 흡수 분광기(IR)를 사용하였다. Scherrer식을 이용하여 화합물의 평균 입자 크기가 13~16 nm임을 예측할 수 있었다. 본 논문에 사용된 실험방법은 졸-겔(sol-gel)법을 사용하였으며, 소성 온도는 낮은 온도에서 진행 되었다($350^{\circ}C$). Kinetic 함수인 활성화 에너지와 전환인자를 계산하기 위해서 Kissinger방법과 Arrhenius식을 이용하여 계산하였다. $ZnCo_2O_4$$NiCo_2O_4$의 활성화 에너지는 163.42 kJ/mol와 147.01 kJ/mol 값을 가지는 있음을 확인하였다. 그리고 spinel 화합물들의 열역학적 함수(${\Delta}G^{\varphi}$, ${\Delta}H^{\varphi}$, ${\Delta}S^{\varphi}$)를 결정하였다.

탈질공정에 사용되는 우레아 수용액의 열분해와 분사방향에 관한 연구 (A Study on the Thermal Decomposition and Injection Direction of Urea Solution Used in DeNOx Process)

  • 문승현
    • 대한환경공학회지
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    • 제31권7호
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    • pp.531-540
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    • 2009
  • 본 연구에서는 열중량분석법(Thermo-Gravimetric Analysis, TGA)을 이용하여 우레아 수용액의 농도와 열전달 속도가 우레아 수용액으로부터 암모니아가 생성되는 과정에 미치는 영향을 관찰하였다. 또한 1,000 $Nm^3$/h 규모의 유류 연소 보일러에 도입된 관통형 노즐을 사용하여 우레아의 분사방향을 상방과 하방으로 하였을 때를 비교함으로써 분사된 우레아가 지나는 경로에서 주위온도가 미치는 영향을 검토하였다. 질소 또는 공기 분위기에서 수행된 열중량분석 실험에서, 우레아는 산소의 존재유무에 관계없이 동일한 열분해 과정을 거쳤으며, 우레아 수용액은 가열속도에 따라 매우 다른 무게 감량 경향을 보여 가열속도가 우레아의 분해에 중요한 인자임을 나타내었다. 농도가 10%~40%인 우레아 수용액에서 우레아 열분해 시작 온도는 큰 차이를 보이지 않으므로, 농도의 영향은 그리 크지 않았다. 위치가 다른 세 곳에서 온도를 동일하게 유지하였을 때 상부 분사인 경우 탈질 효율은 각각 68.1%, 71.8%, 70.8%로 나타나 크게 차이가 나지 않았다. 동일 지역을 향하여 하부에서 분사한 경우와 상부에서 분사한 경우의 탈질 효율을 비교하면 각각 68.1%와 9.5%를 보여 동일한 지역에 분사된 우레아일지라도 분사방향에 따라 탈질 효율에는 큰 차이를 보였다.

함양-산청지역 하상퇴적물의 자연배경치 및 부화특성 (Natural Background and Enrichment Characteristics of the Stream Sediments from the Hamyang-Sancheong Area)

  • 박영석;박대우;김종균
    • 자원환경지질
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    • 제42권3호
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    • pp.195-206
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    • 2009
  • 함양-산청지역 하상퇴적물의 자연배경치와 부화특성을 알아보고, 지구화학적 재해에 대해 예견하였다. 오염의 우려가 없고, 집수분지를 대표할 수 있는 하상퇴적물 시료를 채취하였다. XRF, ICP-AES와 NAA 분석을 이용하여 주성분원소와 유해원소 함량을 얻었다. 산분해법은 1차로 $HClO_4$와 HF를 혼합하여 $200^{\circ}C$에서 분해시킨 후, 2차로 $HClO_4$, HF 및 HCl를 혼합한 후 $200^{\circ}C$에서 분해시켜 이를 1% $HNO_3$용액으로 만들었다. 상관분석에서 하상퇴적물의 $SiO_2$ 함량이 증가할수록 Cu와 Co의 함량이 감소하는 특징을 보임을 알 수 있었다. 함양-산청내 환경유해원소 대부분 부화지수 2 이하로 부화되어 있었으며, 함양지역 하상퇴적물은 Pb>Th>Cr>V>Co>Cu순으로, 산청지역 하상퇴적물은 Pb>Th>Cr>Co>V>Cu순으로 부화되어 있었다. Pb, Cr, Co 및 V의 부화지수는 함양지역과 산청지역에서 거의 비슷한 부화특성을 보였으나, Th의 부화지수는 함양지역 지역에서, Cu의 부화지수는 산청지역에서 높은 부화특성을 보였다. Pb의 부화지수는 각각 2.24(함양), 2.57(산청) 이상으로 부화되어 있었지만, 토양 및 환경오염 허용 한계치(tolerable level)를 이용하여 살펴본 결과에서는 오염에 특별히 노출되지 않은 것으로 판단된다.

Structural Characterization and Thermal Behavior of a Novel Energetic Material: 1-Amino-1-(2,4-dinitrophenylhydrazinyl)-2,2-dinitroethylene

  • Ren, Xiaolei;Zuo, Xiangang;Xu, Kangzhen;Ren, Yinghui;Huang, Jie;Song, Jirong;Wang, Bozhou;Zhao, Fengqi
    • Bulletin of the Korean Chemical Society
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    • 제32권7호
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    • pp.2267-2273
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    • 2011
  • A novel energetic material, 1-amino-1-(2,4-dinitrophenylhydrazinyl)-2,2-dinitroethylene (APHDNE), was synthesized by the reaction of 1,1-diamino-2,2-dinitroethylene (FOX-7) and 2,4-dinitrophenylhydrazine in N-methyl pyrrolidone (NMP) at 110 $^{\circ}C$. The theoretical investigation on APHDNE was curried out by B3LYP/6-311+$G^*$ method. The IR frequencies analysis and NMR chemical shifts were performed and compared with the experimental results. The thermal behavior of APHDNE was studied by DSC and TG/DTG methods, and can be divided into two crystal phase transition processes and three exothermic decomposition processes. The enthalpy, apparent activation energy and pre-exponential factor of the first exothermic decomposition reaction were obtained as -525.3 kJ $mol^{-1}$, 276.85 kJ $mol^{-1}$ and $10^{26.22}s^{-1}$, respectively. The critical temperature of thermal explosion of APHDNE is 237.7 $^{\circ}C$. The specific heat capacity of APHDNE was determined with micro-DSC method and theoretical calculation method, and the molar heat capacity is 363.67 J $mol^{-1}K^{-1}$ at 298.15 K. The adiabatic time-to-explosion of APHDNE was also calculated to be a certain value between 253.2-309.4 s. APHDNE has higher thermal stability than FOX-7.