• 제목/요약/키워드: transport coefficients

검색결과 349건 처리시간 0.023초

생체기반 GMM Supervector Kernel을 이용한 운전자검증 기술 (Driver Verification System Using Biometrical GMM Supervector Kernel)

  • 김형국
    • 한국ITS학회 논문지
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    • 제9권3호
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    • pp.67-72
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    • 2010
  • 본 논문에서는 음성과 얼굴 정보를 분석하여 자동차환경에서 운전자를 검증하는 기술을 소개한다. 음성정보를 이용한 화자검증을 위해서는 잘 알려진 Mel-scale Frequency Cepstral Coefficients(MFCCs)를 음성 특징으로 사용하였으며, 동영상을 이용한 얼굴검증에 대해서는 AdaBoost를 이용하여 검출된 얼굴 영역에 대해 주성분 분석을 수행하여 데이터의 크기가 현저히 줄어든 특징벡터를 추출하였다. 기존의 화자검증 방식에 비해 본 논문에서는 추출된 음성 및 얼굴 특징들을 Gaussian Mixture Models(GMM)-Supervector기반의 Support Vector Machine(SVM)커넬 방식에 적용하여 운전자의 음성과 얼굴을 효과적으로 검증하는 방식을 제안하였다. 실험결과 제안한 방법은 단순한 GMM 방식이나 SVM 방식보다 운전자 검증성능을 향상시킴을 알 수 있었다.

하수처리장 방류수에 용존된 무기화학종의 연속계측자료를 이용한 하천유량, 유속 및 방류량 추적

  • 김강주;한찬
    • 한국지하수토양환경학회:학술대회논문집
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    • 한국지하수토양환경학회 2001년도 총회 및 춘계학술발표회
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    • pp.3-6
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    • 2001
  • Various Parameters such as stream velocities, discharges, and dispersion coefficients of dissolved solutes were estimated by fitting 1-D nonreactive solute transport model to the time-series chemistry data. This study was done for the reaches of Mankyung River lower than the Jeonju Wastewater Treatment Plant (Jeonju WTP). Korea. Concentrations of inorganic chemicals in the stream waters are strongly influenced by mixing with the chemically distinct effluent from Jeonju WTP. Sulfate, EC. and the total major cation were proved to be nearly conservative in the study area front their relationships with chloride, the conservative chemical species. The solute transport model was constrained to the time-series concentrations for these 4 conservative species. The variations of concentration and discharge of Jeonju WTP were used as input parameters, and the stream velocities, dispersion coefficients, and concentrations and discharges of some inflows were optimized. The differences between the observed arid simulated values for alkalinities and nitrates are inversely correlated and show diurnal fluctuations, indicating the photosynthesis. The parameters obtained front this mode] range from 550 to 774 kcmd (stream discharge at the outlet of the study area), from 0.06 to 0.10 m/sec (flow velocity), and from 0.7 to 6.4 m$^2$/sec (dispersion coefficient). The history of Jeonju WTP discharge was well predicted when optimized, indicating the validity of the model results.

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Factors Affecting Debt Maturity Structure: Evidence from Listed Enterprises in Vietnam

  • PHAN, Duong Thuy
    • The Journal of Asian Finance, Economics and Business
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    • 제7권10호
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    • pp.141-148
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    • 2020
  • This paper analyzes factors affecting the debt maturity structure of enterprises listed on the Vietnam stock market. The panel data of research sample includes 549 non-financial listed enterprises on the Vietnam stock market from 2009 to 2019. The Generalized Least Square (GLS) tool is employed to address econometric issues and to improve the accuracy of the regression coefficients. In this research, debt maturity structure is the dependent variable. Capital structures, fixed assets, liquidity, firm size, asset maturity, profitability, corporate income tax, gross domestic product, inflation rate, credit growth scale are independent variables in the study. The model results show, that among the factors affecting the structure of debt maturity, the capital structure, asset structure, and firm size have the highest estimation coefficients, which shows that capital structure, asset structure, and firm size plays an important role in the decision-making process of debt maturity structure. The empirical results show that there are differences in the impact of these factors on the debt maturity structures in state-owned enterprises and non-state enterprises listed on the Vietnam stock market. The findings of this article are useful for business administrators, helping business managers make the right financial decisions to determine the target debt maturity structure in enterprises.

정전압에 따른 클린룸 벽체에서의 입자침착 특성 (Characteristics of Particle Deposition onto the Cleanroom Wall Panel with Electrostatic Voltages)

  • 노광철;손영태;김종준;오명도
    • 설비공학논문집
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    • 제18권12호
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    • pp.1033-1038
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    • 2006
  • We carried out the experiments on particle deposition onto the cleanroom wall panels. And then we investigated the particle deposition characteristic coefficients for electrostatic voltages and particle size. It was found that there is little difference in characteristics of the particle deposition between the steel panel and the anti-static coating panel. In case of that the particle size is under $1.0{\mu}m$, the particle deposition characteristic coefficient becomes larger as the electrostatic voltage induced to the cleanroom wall panel is increasing. Where in case of that the particle size is over $3.0{\mu}m$, the particle deposition characteristic coefficients do not show any differences with the electrostatic voltages. It is due to that the electrostatic force is the major particle transport mechanism for submicron particles, while the gravitational settling is the major particle transport mechanism for overmicron particles when the electro-static voltages are induced to the cleanroom wall panel.

$SiH_4-Ar$ 혼합기체의 평균 에너지에 관한 연구 (Analysis of the Mean Energy in $SiH_4-Ar$ Mixture Gases)

  • 김상남
    • 전기학회논문지P
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    • 제55권2호
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    • pp.57-61
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    • 2006
  • This paper calculates and gives the analysis of mean energy in pure $SiH_4,\;Ar-SiH_4$ mixture gases ($SiH_4-0.5[%],\;5[%]$) over the range of $E/N =0.01{\sim}300[Td]$, p = 0.1, 1, 5.0 [Torr] by Monte Carlo the Backward prolongation method of the Boltzmann equation using computer simulation without using expensive equipment. The results have been obtained by using the electron collision cross sections by TOF, PT, SST sampling, compared with the experimental data determined by the other author. It also proved the reliability of the electron collision cross sections and shows the practical values of computer simulation. The calculations of electron swarm parameters require the knowledge of several collision cross-sections of electron beam. Thus, published momentum transfer, ionization, vibration, attachment, electronic excitation, and dissociation cross-sections of electrons for $SiH_4$ and Ar, were used. The differences of the transport coefficients of electrons in $SiH_4$, mixtures of $SiH_4$ and Ar, have been explained by the deduced energy distribution functions for electrons and the complete collision cross-sections for electrons. A two-term approximation of the Boltzmann equation analysis and Monte Carlo simulation have been used to study electron transport coefficients.

SiH4-Ar혼합기체의 전자분포함수 해석 (The analysis on the Energy Distribution Function for Electron in SiH4-Ar Gas Mixtures)

  • 김상남
    • 전기학회논문지P
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    • 제53권2호
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    • pp.65-69
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    • 2004
  • This paper calculates and gives the analysis of electron swarm transport coefficients as described electric conductive characteristics of pure Ar, pure $SiH_4$, Ar-$SiH_4$ mixture gases($SiH_4$-0.5%, 2.5%, 5%) over the range of E/N = 0.01~300[Td], P = 0.1, 1, 5.0 [Torr] by Monte Carlo the backward prolongation method of the Boltzmann equation using computer simulation without using expensive equipment. The results have been obtained by using the electron collision cross sections by TOF, PT, SST sampling, compared with the experimental data determined by the other author. It also proved the reliability of the electron collision cross sections and shows the practical values of computer simulation. Electron swann parameters in argon were drastically changed by adding a small amount of mono-silane. The electron drift velocity in these mixtures showed unusual behaviour against E/N. It had negative slope in the medium range of E/N, yet the slope was not smooth but contained a small hump. The longitudinal diffusion coefficient also showed a corresponding feature in its dependence on E/N. A two-tenn approximation of the Boltzmann equation analysis and Monte Carlo simulation have been used to study electron transport coefficients.

전자군 방법에 이용되는 2항근사와 다항근사 볼츠만 방정식의 적용 (An Application of Two-term and Multi-term Approximation of Boltzmann Equation to Electron Swarm Method)

  • 하성철;전병훈
    • 한국전기전자재료학회논문지
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    • 제15권1호
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    • pp.79-84
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    • 2002
  • An accurate cross sections set is necessary for the quantitatively understanding and modeling of plasma phenomena. By using the electron swarm method, we determine an accurate electron cross sections set for objective atoms or molecule at low electron energy range. It is general calculation that used in this method to an two-term approximation of Boltzmann equation. But it may give erroneous transport coefficients for CF$_4$ molecule treated in this paper having \`C2v symmetry\`, therefore, multi-term approximation of the Boltzmann equation analysis which can consider anisotropic scattering exactly is carried out. It is necessary to require understanding of the fundamental principle of analysis method. Therefore, in this paper, we compared the electron transport coefficients(W and ND$\_$L/) in pure Ar, O$_2$, and CF$_4$ gas calculated by using two-term approximation of the Boltzmann equation analysis code uses the algorithm proposed by Tagashira et al. with those by multi-term approximation by Rubson and Ness which was developed at James-Cook university, and discussed an application and/or validity of the calculation method by comparing these calculated results.

Organ Dose Conversion Coefficients Calculated for Korean Pediatric and Adult Voxel Phantoms Exposed to External Photon Fields

  • Lee, Choonsik;Yeom, Yeon Soo;Griffin, Keith;Lee, Choonik;Lee, Ae-Kyoung;Choi, Hyung-do
    • Journal of Radiation Protection and Research
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    • 제45권2호
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    • pp.69-75
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    • 2020
  • Background: Dose conversion coefficients (DCCs) have been commonly used to estimate radiation-dose absorption by human organs based on physical measurements of fluence or kerma. The International Commission on Radiological Protection (ICRP) has reported a library of DCCs, but few studies have been conducted on their applicability to non-Caucasian populations. In the present study, we collected a total of 8 Korean pediatric and adult voxel phantoms to calculate the organ DCCs for idealized external photon-irradiation geometries. Materials and Methods: We adopted one pediatric female phantom (ETRI Child), two adult female phantoms (KORWOMAN and HDRK Female), and five adult male phantoms (KORMAN, ETRI Man, KTMAN1, KTMAN2, and HDRK Man). A general-purpose Monte Carlo radiation transport code, MCNPX2.7 (Monte Carlo N-Particle Transport extended version 2.7), was employed to calculate the DCCs for 13 major radiosensitive organs in six irradiation geometries (anteroposterior, posteroanterior, right lateral, left lateral, rotational, and isotropic) and 33 photon energy bins (0.01-20 MeV). Results and Discussion: The DCCs for major radiosensitive organs (e.g., lungs and colon) in anteroposterior geometry agreed reasonably well across the 8 Korean phantoms, whereas those for deep-seated organs (e.g., gonads) varied significantly. The DCCs of the child phantom were greater than those of the adult phantoms. A comparison with the ICRP Publication 116 data showed reasonable agreements with the Korean phantom-based data. The variations in organ DCCs were well explained using the distribution of organ depths from the phantom surface. Conclusion: A library of dose conversion coefficients for major radiosensitive organs in a series of pediatric and adult Korean voxel phantoms was established and compared with the reference data from the ICRP. This comparison showed that our Korean phantom-based data agrees reasonably with the ICRP reference data.

식생된 개수로에서 항력가중계수가 흐름에 미치는 영향 분석 (Impact of Drag-Related Weighting Coefficients in Vegetated Open-Channel Flows)

  • 강형식;최성욱
    • 대한토목학회논문집
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    • 제26권5B호
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    • pp.529-537
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    • 2006
  • 본 논문에서는 식생된 개수로 흐름의 수치모의에 필요한 항력가중계수의 영향을 분석하였다. 이를 위해 시간 및 공간 평균기법을 이용하여 식생된 개수로 흐름에서 레이놀즈응력의 수송방정식을 유도하였다. 그 결과 총 레이놀즈응력은 시간의 변동 성분에 의한 레이놀즈응력과 공간상의 변동 성분에 의한 레이놀즈응력의 합이며, 총 레이놀즈응력의 수송방정식을 수치모의하기 위한 항력가중계수의 값은 $C_{fk}$ = 1.0인 것으로 나타났다. 그러나 시간의 변동 성분에 의한 레이놀즈응력을 수치모의하기 위해서는 거의 영에 가까운 항력가중계수를 갖는 것으로 나타났다. 이는 과거의 수치모의 연구에서 항력가중계수의 값이 거의 영에 가까울 때 실험결과와 잘 일치했는지에 대한 중요한 이유이다. 즉, 공간상의 변동성분에 의한 레이놀즈응력의 값은 실험을 통해 측정하기 매우 어렵기 때문에 식생된 개수로 흐름에서 측정된 레이놀즈응력은 대부분 시간상의 변동성분에 의한 레이놀즈응력이기 때문이다. 또한 레이놀즈응력모형을 이용하여 항력가중계수에 따른 식생된 개수로 흐름을 수치모의하고 기존의 실험 결과와 비교하였다. 그 결과 평균유속과 레이놀즈응력의 경우 항력가중계수의 영향은 작은 것으로 나타났으나, 난류강도 분포에서는 항력가중계수의 영향이 매우 크게 발생하였다. 또한 총 레이놀즈응력과 시간의 변동성분에 의한 레이놀즈응력의 수송방정식에서 각 항의 수지분석을 통하여 항력가중계수가 난류강도에 미치는 영향을 분석하였다.

Xenon in molten salt reactors: The effects of solubility, circulating particulate, ionization, and the sensitivity of the circulating void fraction

  • Price, Terry J.;Chvala, Ondrej;Taylor, Zack
    • Nuclear Engineering and Technology
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    • 제52권6호
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    • pp.1131-1136
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    • 2020
  • Xenon behaves differently in molten salt reactors (MSRs) compared to solid fuel reactors. This behavior needs exploring due to the large reactivity effect of the 135Xe isotope, given the current interest in MSR power plant development for commercial deployment. This paper focuses on select topics in xenon transport, reviews relevant past works, and proposes specific research questions to advance the state of the art in each of the focus areas. Specifically, the paper discusses the issue of xenon solubility in MSRs, the behavior of particulates circulating in MSR fuel salt and its influence on the xenon transport, the possibility of ionization of xenon atoms which changes its effective size and thus affects its mass transport, and finally the issue of circulating void fraction and how it is measured. This work presents specific recommendations for MSR designers to research the limits of Henry's law validity, circulating particulate scrubbers, validity of mass transport coefficients in high radiation fields, and the effects of pump speed on circulating void fraction.