• 제목/요약/키워드: Generalized Net

검색결과 86건 처리시간 0.022초

Advanced two-level CMFD acceleration method for the 3D whole-core high-fidelity neutron adjoint transport calculation

  • Zhu, Kaijie;Hao, Chen;Xu, Yunlin
    • Nuclear Engineering and Technology
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    • 제53권1호
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    • pp.30-43
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    • 2021
  • In the 2D/1D method, a global adjoint CMFD based on the generalized equivalence theory is built to synthesize the 2D radial MOC adjoint and 1D axial NEM adjoint calculation and also to accelerate the iteration convergence of 3D whole-core adjoint transport calculation. Even more important, an advanced yet accurate two-level (TL) CMFD acceleration technique is proposed, in which an equivalent one-group adjoint CMFD is established to accelerate the multi-group adjoint CMFD and then to accelerate the 3D whole-core adjoint transport calculation efficiently. Based on these method, a new code is developed to perform 3D adjoint neutron flux calculation. Then a set of VERA and C5G7 benchmark problems are chosen to verify the capability of the 3D adjoint calculations and the effectiveness of TL CMFD acceleration. The numerical results demonstrate that acceptable accuracy of 2D/1D adjoint calculations and superior acceleration of TL CMFD are achievable.

A novel analytical solution of the deformed Doppler broadening function using the Kaniadakis distribution and the comparison of computational efficiencies with the numerical solution

  • Abreu, Willian V. de;Martinez, Aquilino S.;Carmo, Eduardo D. do;Goncalves, Alessandro C.
    • Nuclear Engineering and Technology
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    • 제54권4호
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    • pp.1471-1481
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    • 2022
  • This paper aims to present a new method for obtaining an analytical solution for the Kaniadakis Doppler broadening (KDB) function. Also, in this work, we report the computational efficiencies of this solution compared with the numerical one. The solution of the differential equation achieved in this paper is free of approximations and is, consequently, a more robust methodology for obtaining an analytical representation of ψk. Moreover, the results show an improvement in efficiency using the analytical approximation, indicating that it may be helpful in different applications that require the calculation of the deformed Doppler broadening function.

Environmental footprint impacts of nuclear energy consumption: The role of environmental technology and globalization in ten largest ecological footprint countries

  • Sadiq, Muhammad;Wen, Fenghua;Dagestani, Abd Alwahed
    • Nuclear Engineering and Technology
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    • 제54권10호
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    • pp.3672-3681
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    • 2022
  • This study investigates the environmental footprint impacts of nuclear energy consumption in the presence of environmental technology and globalization of the ten largest ecological footprint countries from 1990 up to 2017. By considering a set of methods that can help solve the issue of cross-sectional dependence, we employ the Lagrange multiplier bootstrap cointegration method, Driscoll-Kraay standard errors for long-run estimation and feasible generalized least squares (FGLS) and panel-corrected standard errors (PCSE) for robustness. The finding revealed significant negative effects of nuclear energy consumption, environmental-related technology, population density and significant positive effects of globalization and economic growth on ecological footprint. These results are also robust by assessing the long-run impacts of predictors on carbon footprint and CO2 emissions as alternate ecological measures. These conclusions provide the profound significance of nuclear energy consumption for environmentally sustainable development in the top ten ecological footprint countries and serve as an important reference for ecological security for other countries globally.

이단계 일반화 선형모형을 이용한 은행 고객의 연체성향 분석 (Analysis of Household Overdue Loans by Using a Two-stage Generalized Linear Model)

  • 오만숙;오현탁;이영미
    • 응용통계연구
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    • 제19권3호
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    • pp.407-419
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    • 2006
  • 본 연구에서는 최근 몇 년 동안 한국에서 사회적으로 큰 문제가 되고 있는 카드이용 고객의 연체 방지를 위해 기존 금융권을 이용하는 개인에 대한 연체 성향 분석을 수행한다. 연체 성향 분석의 대상은 현재 한국의 한 특정 은행 고객으로 하였으며, 여러 연체 가운데 신용카드 연체를 중심으로 연구하였다. 연체 성향과 요인이 분석되면 기존 은행 고객에 대한 향후 부실의 정도를 예측할 수 있으며 또한 미래의 고객에 대해서도 신용평가 시스템을 만들 수 있을 것이다. 연체 성향 분석을 위한 통계적 방법으로 연체 유/무에 대한 로지스틱 회귀모형을 적용하였고 연체가 있을시 연체금액에 대한 일반화 선형 모형을 적용하여 자료를 적합한 후, 유의한 설명변수들을 선정하여 반응변수와 설명변수들의 관계를 설명해 보았다. 분석 결과 연령, 건당 현금서비스 평균금액, 타사 현금금액, 수신잔액, 순수익이 연체 유무와 연체금액에 중요한 영향을 미치는 설명변수들임을 알 수 있었다.

전 이중방식 일반화된 공간변조 시스템을 위한 압축센싱기반 신호검출기법 (A signal Detection Technique based on Compressed Sensing for Full-Duplex Generalized Spatial Modulation Systems)

  • 박정홍;반태원;정방철
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2015년도 춘계학술대회
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    • pp.43-46
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    • 2015
  • 최근 전이중방식의 통신 개념이 차세대 이동통신의 유력한 기술로 주목받고 있다. 본 논문에서는 전 이중방식으로 동작하는 일반화된 공간변조시스템에서 전송된 신호를 압축센싱에 기반하여 검출하는 기법을 제안한다. 전 이중방식으로 동작하는 일반화된 공간변조 시스템에서는 전체 안테나 중 일부의 안테나가 신호를 전송하고 신호 전송에 사용되지 않은 나머지 안테나를 이용하여 동일한 주파수로 수신되는 신호를 검출한다. 본 논문에서는 최근에 개발된 자기 간섭 제거 기술을 활용하여 자신이 전송한 신호에 의한 간섭은 수신안테나로 사용되고 있는 안테나에서는 완벽히 제거된다고 가정한다. 제안된 압축센싱에 기반한 신호 검출 기법은 기존의 신호 검출 기법에 비하여 훨씬 더 좋은 성능을 보인다. 추후, 전 이중방식으로 동작하는 일반화된 공간변조 시스템에서 사용할 전송 안테나의 개수를 최적화 하는 연구를 진행할 예정이다.

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사례연구: 대구 파티마 병원 폐렴 입원 환자 수에 영향을 미치는 날씨 변수 선택 (Case study: Selection of the weather variables influencing the number of pneumonia patients in Daegu Fatima Hospital)

  • 최소현;이학래;박천건;이경은
    • Journal of the Korean Data and Information Science Society
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    • 제28권1호
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    • pp.131-142
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    • 2017
  • 매년 폐렴 입원 환자 수는 증가하는 추세이며, 국내 질환 중 입원율 1위이기도 하다. 주로 박테리아와 바이러스가 주된 원인인 폐렴은 날씨의 영향을 받기도 한다. 본 연구에서는 날씨 변수로는 습도, 일조량, 일교차, 평균온도, 미세먼지 농도를 각각 1일 전부터 27일 전까지의 총 135개 변수를 고려하였다. 날씨와 입원 환자 수에 잠재적으로 영향을 미치는 위험 요인으로 연도 효과, 휴일 효과, 계절 효과를 추가적으로 고려하였다. 벌점화 일반화 선형 모형을 이용하여 폐렴 입원 환자 수와 관련된 변수를 선택하였다.

Diversification, Industry Concentration, and Bank Margins: Empirical Evidence from an Emerging South Asian Economy

  • SARWAR, Bilal;MUHAMMAD, Noor;ZAMAN, Nadeem Uz
    • The Journal of Asian Finance, Economics and Business
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    • 제7권7호
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    • pp.349-360
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    • 2020
  • The study aims to empirically examine the determinants of bank margins from Pakistan, an emerging South Asian economy. To elucidate the importance of the Pakistani banking sector, secondary data has been used, which was extracted from the annual accounts of twenty-four Pakistani scheduled commercial banks (20 conventional, four full-fledged Islamic) over a sample period of 2006 to 2017. The factors identified in the dealership model and the subsequent empirical developments in the dealership model categorized as bank-specific, diversification, regulatory, and industry concentration are analyzed by applying the most-common linear dynamic panel-data estimator, the Generalized Method of Moments (GMM) estimator, developed by Arellano and Bond (1991). The findings reveal that, among the bank-specific variables, funding cost, credit risk, managerial efficiency, market share, and operating cost are significant predictors of bank margins. For diversification variables employed in the study, both variables including net non-interest income and asset diversity are as well significant predictors of bank margins. It is also found that the market concentration variable proxied by the Herfindahl-Hirschman Index (HHI) is significantly predicting bank margins. Subsequently, one of the regulatory variables, the opportunity cost of holding reserves, and one bank-specific variable, the degree of risk aversion, are insignificant in the model.

Mechanical and thermodynamic stability, structural, electronics and magnetic properties of new ternary thorium-phosphide silicides ThSixP1-x: First-principles investigation and prospects for clean nuclear energy applications

  • Siddique, Muhammad;Iqbal, Azmat;Rahman, Amin Ur;Azam, Sikander;Zada, Zeshan;Talat, Nazia
    • Nuclear Engineering and Technology
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    • 제53권2호
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    • pp.592-602
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    • 2021
  • Thorium compounds have attracted immense scientific and technological attention with regard to both fundamental and practical implications, owing to unique chemical and physical properties like high melting point, high density and thermal conductivity. Hereby, we investigate the mechanical and thermodynamic stability and report on the structural, electronic and magnetic properties of new silicon-doped cubic ternary thorium phosphides ThSixP1-x (x = 0, 0.25, 0.5, 0.75 and 1). The first-principles density functional theory procedure was adopted within full-potential linearized augmented plane wave (FP-LAPW) method. The exchange and correlation potential terms were treated within Generalized-Gradient-Approximation functional modified by Perdew-Burke-Ernzerrhof parameterizations. The proposed compounds showed mechanical and thermodynamic stable structure and hence can be synthesized experimentally. The calculated lattice parameters, bulk modulus, total energy, density of states, electronic band structure and spin magnetic moments of the compounds revealed considerable correlation to the Si substitution for P and the relative Si/P doping concentration. The electronic and magnetic properties of the doped compounds rendered them non-magnetic but metallic in nature. The main orbital contribution to the Fermi level arises from the hybridization of Th(6d+5f) and (Si+P)3p states. Reported results may have potential implications with regard to both fundamental point of view and technological prospects such as fuel materials for clean nuclear energy.

한국 남해안에 출현하는 방어(Seriola quinqueradiata) 치어 및 유어의 식성 (Feeding Habits of Juvenile and Young Yellow Tail Seriola quinqueradiata in Coastal Waters of the South Sea, Korea)

  • 정재묵;황강석;송세현;김희용;박정호;이정훈
    • 한국수산과학회지
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    • 제49권5호
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    • pp.635-641
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    • 2016
  • The feeding habits of juvenile and young Seriola quinqueradiata, which were collected by a hand net and set net in coastal waters of the South Sea during the period from June to August 2014 and 2015, were analyzed. The size range of juveniles was 4.9-10.9 cm FL, and that of young S. quinqueradiata was 11.0-20.4 cm FL. Important prey items in the diets of juveniles were euphausiacea and copepoda, dominated by the Euphausia sp., Paracalanus sp. and Calanus sinicus while the diets of the young consisted mainly of pisces, dominated by Engraulis japonicus, Trachurus japonicus. Stomach content compositions differed significantly among body size levels in both the juveniles and young (ANOSIM, P<0.05). With increasing size, the mN/ST constantly decreased while the mW/ST constantly increased (one-way ANOVA). Graphical analysis of the diet composition showed that juvenile S. quinqueradiata are generalized feeders, young is a specialized feeders characterized by strong individual feeding specialization.

감가상각모형의 유형화에 기초한 적용방안 (Implementation Strategy Based on the Classification of Depreciation Models)

  • 최성운
    • 대한안전경영과학회지
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    • 제16권2호
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    • pp.217-230
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    • 2014
  • The purpose of this study is to develop the Generalized Depreciation Function (GDF) and Winfrey Depreciation Function (WDF) by reviewing methods for the depreciation accountings. The Depreciation Accounting Models (DAM), including straight-line model, declining-balance model, sum-of-the-year-digit model and sinking fund model presented in this paper, are reclassified into the charging pattern of increasing type, decreasing type and constant type. This paper also discusses the development of the GDFs based on convex type, concave type and constant type according to the demand pattern of product, frequency of plant usage, deterioration of time, relative inadequacy, Capital Expenditure (CAPEX) and Operating Expenditure (OPEX) of the Total Productive Maintenance (TPM). The WDFs presented in this paper depict a sudden degradation of plant performance by measuring the change of TPM activity at the midpoint of useful life of asset. The WDFs are classified into left-modal type, symmetrical type and right-modal type by varying the value of skewness and kurtosis. Moreover, three increasing patterns, such as convex, concave and linear types, are used in this paper to present the distinct identification of WFDs by using Instantaneous Depreciation Rate (IDR) in terms of Performance Depreciation Function (PDF) and Depreciation Density Function (DDF). In order to have better understanding of depreciation models, the numerical examples are used for evaluating the Net Operating Less Adjusted Tax (NOPLAT) and Economic Value Added (EVA). It is concluded that the depreciation models showing a large dispersion of EVA require the adjustment of NOPLAT and Invested Capital (IC) based on the objective cash basis and net operating activity for reducing the variation of EVA.