• 제목/요약/키워드: iPROVE

검색결과 813건 처리시간 0.03초

Design and operation of the transparent integral effect test facility, URI-LO for nuclear innovation platform

  • Kim, Kyung Mo;Bang, In Cheol
    • Nuclear Engineering and Technology
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    • 제53권3호
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    • pp.776-792
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    • 2021
  • Conventional integral effect test facilities were constructed to enable the precise observation of thermal-hydraulic phenomena and reactor behaviors under postulated accident conditions to prove reactor safety. Although these facilities improved the understanding of thermal-hydraulic phenomena and reactor safety, applications of new technologies and their performance tests have been limited owing to the cost and large scale of the facilities. Various nuclear technologies converging 4th industrial revolution technologies such as artificial intelligence, drone, and 3D printing, are being developed to improve plant management strategies. Additionally, new conceptual passive safety systems are being developed to enhance reactor safety. A new integral effect test facility having a noticeable scaling ratio, i.e., the (UNIST reactor innovation loop (URI-LO), is designed and constructed to improve the technical quality of these technologies by performance and feasibility tests. In particular, the URI-LO, which is constructed using a transparent material, enables better visualization and provides physical insights on multidimensional phenomena inside the reactor system. The facility design based on three-level approach is qualitatively validated with preliminary analyses, and its functionality as a test facility is confirmed through a series of experiments. The design feature, design validation, functionality test, and future utilization of the URI-LO are introduced.

Application of deep neural networks for high-dimensional large BWR core neutronics

  • Abu Saleem, Rabie;Radaideh, Majdi I.;Kozlowski, Tomasz
    • Nuclear Engineering and Technology
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    • 제52권12호
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    • pp.2709-2716
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    • 2020
  • Compositions of large nuclear cores (e.g. boiling water reactors) are highly heterogeneous in terms of fuel composition, control rod insertions and flow regimes. For this reason, they usually lack high order of symmetry (e.g. 1/4, 1/8) making it difficult to estimate their neutronic parameters for large spaces of possible loading patterns. A detailed hyperparameter optimization technique (a combination of manual and Gaussian process search) is used to train and optimize deep neural networks for the prediction of three neutronic parameters for the Ringhals-1 BWR unit: power peaking factors (PPF), control rod bank level, and cycle length. Simulation data is generated based on half-symmetry using PARCS core simulator by shuffling a total of 196 assemblies. The results demonstrate a promising performance by the deep networks as acceptable mean absolute error values are found for the global maximum PPF (~0.2) and for the radially and axially averaged PPF (~0.05). The mean difference between targets and predictions for the control rod level is about 5% insertion depth. Lastly, cycle length labels are predicted with 82% accuracy. The results also demonstrate that 10,000 samples are adequate to capture about 80% of the high-dimensional space, with minor improvements found for larger number of samples. The promising findings of this work prove the ability of deep neural networks to resolve high dimensionality issues of large cores in the nuclear area.

효율적인 패스워드 기반 그룹 키 교환 프로토콜 (Efficient Password-based Group Key Exchange Protocol)

  • 황정연;최규영;이동훈;백종명
    • 정보보호학회논문지
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    • 제14권1호
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    • pp.59-69
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    • 2004
  • 패스워드 기반 인증된 그룹 키 교환 프로토콜은 (안전하지 않다고 여겨지는) 공개 네트워크 상에서 인간이 기억 가능한 패스워드를 공유한 참가자 그룹에게 멀티 캐스트 데이터 무결성과 비밀성을 위해 사용될 세션 키를 제공해준다. 본 논문에서는 패스워드 기반 인증된 그룹 키 교환 프로토콜을 제시하고 결정적 DH 문제와 계산적 DH 문제의 어려움에 근거하여 랜덤 오라클 모델과 이상적 암호화 모델에서 안전성을 증명한다. 이 프로토콜은 상수 번의 통신 라운드가 요구되며 키 공유를 위해 단지 사용자마다 O(1)번의 모둘라 지수 승을 요구한다. 따라서 매우 효율적이며 참가자 집합의 크기에 독립적이다. 또한 이 프로토콜은 전 방향 안전성을 제공한다.

Understanding Career Optimism on Employee Engagement: Broaden-Built and Organizational Theory Perspective

  • MAPPAMIRING, Mappamiring;PUTRA, Aditya Halim Perdana Kusuma
    • The Journal of Asian Finance, Economics and Business
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    • 제8권2호
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    • pp.605-616
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    • 2021
  • Objectively, the purpose of this study aims to re-confirm and analyze the relationship between variables through direct relationships and mediation (i.e., career optimism (CO), organizational fairness (OF), organizational entrepreneurship commitment (OEC) on employee engagement). This study also addresses whether career optimism provides a strong-impact if it mediates other antecedent variables on employee engagement. Therefore, to test and prove this, we made observations on 200 samples comprising lecturers in Indonesia. The data collection method uses a survey both offline and online. Through the PLS-SEM approach, the statistical testing demonstration states that all hypotheses, either through direct relationship or mediation, are proven to have a positive and significant effect. Career optimism has also proven to be a substantial and positive contribution to testing employee engagement as a mediating variable. The results of seven hypothesis testing in our study confirm that the broaden-built theory and organizational theory are closely related. Therefore, this study positively contributes to human resource management's science to balance the psychological and organizational aspects. In this study, we also add that consistency and a positive attitude in a career trigger a person's career optimization in a better and more positive direction, especially for career-path and employee engagement.

AN EXTENSION OF THE BETA FUNCTION EXPRESSED AS A COMBINATION OF CONFLUENT HYPERGEOMETRIC FUNCTIONS

  • Marfaing, Olivier
    • 호남수학학술지
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    • 제43권2호
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    • pp.183-197
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    • 2021
  • Recently several authors have extended the Beta function by using its integral representation. However, in many cases no expression of these extended functions in terms of classic special functions is known. In the present paper, we introduce a further extension by defining a family of functions Gr,s : ℝ*+ → ℂ, with r, s ∈ ℂ and ℜ(r) > 0. For given r, s, we prove that this function satisfies a second-order linear differential equation with rational coefficients. Solving this ODE, we express Gr,s as a combination of confluent hypergeometric functions. From this we deduce a new integral relation satisfied by Tricomi's function. We then investigate additional specific properties of Gr,1 which take the form of new non trivial integral relations involving exponential and error functions. We discuss the connection between Gr,1 and Stokes' first problem (or Rayleigh problem) in fluid mechanics which consists in determining the flow created by the movement of an infinitely long plate. For $r{\in}{\frac{1}{2}}{\mathbb{N}}^*$, we find additional relations between Gr,1 and Hermite polynomials. In view of these results, we believe the family of extended beta functions Gr,s will find further applications in two directions: (i) for improving our knowledge of confluent hypergeometric functions and Tricomi's function, (ii) and for engineering and physics problems.

Impact of nuclear and renewable energy sources on environment quality: Testing the EKC and LCC hypotheses for South Korea

  • Ugur Korkut Pata;Mustafa Tevfik Kartal
    • Nuclear Engineering and Technology
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    • 제55권2호
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    • pp.587-594
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    • 2023
  • This study investigates the impacts of nuclear energy consumption on environmental quality from a different perspective by focusing on carbon dioxide (CO2) emissions, ecological footprint, and load capacity factor. In this context, the South Korea case, which is a leading country producing and consuming nuclear energy, is investigated by considering also economic growth, and the 1997 Asian crisis from 1977 to 2018. To this end, the study employs the autoregressive distributed lag (ARDL) approach. Different from previous literature, this study proposes a load capacity curve (LCC) and tests the LCC and environmental Kuznets curve (EKC) hypotheses simultaneously. The analysis results reveal that (i) the LCC and EKC hypotheses are valid in South Korea; (ii) nuclear energy has an improving effect on the environmental quality; (iii) renewable energy does not have a significant long-term impact on the environment; (iv) the 1997 Asian crisis had an increasing effect on the load capacity factor; (v) South Korea has not yet reached the turning point, identified as $55,411, where per capita income improves environmental quality. Overall, the results show the validity of the LCC and EKC hypotheses and prove the positive contribution of nuclear energy to South Korea's green development strategies.

L(4, 3, 2, 1)-PATH COLORING OF CERTAIN CLASSES OF GRAPHS

  • DHANYASHREE;K.N. MEERA
    • Journal of applied mathematics & informatics
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    • 제41권3호
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    • pp.511-524
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    • 2023
  • An L(p1, p2, p3, . . . , pm)-labeling of a graph G is an assignment of non-negative integers, called as labels, to the vertices such that the vertices at distance i should have at least pi as their label difference. If p1 = 4, p2 = 3, p3 = 2, p4 = 1, then it is called a L(4, 3, 2, 1)-labeling which is widely studied in the literature. A L(4, 3, 2, 1)-path coloring of graphs, is a labeling g : V (G) → Z+ such that there exists at least one path P between every pair of vertices in which the labeling restricted to this path is a L(4, 3, 2, 1)-labeling. This concept was defined and results for some simple graphs were obtained by the same authors in an earlier article. In this article, we study the concept of L(4, 3, 2, 1)-path coloring for complete bipartite graphs, 2-edge connected split graph, Cartesian product and join of two graphs and prove an existence theorem for the same.

Comparing Social Media and News Articles on Climate Change: Different Viewpoints Revealed

  • Kang Nyeon Lee;Haein Lee;Jang Hyun Kim;Youngsang Kim;Seon Hong Lee
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제17권11호
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    • pp.2966-2986
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    • 2023
  • Climate change is a constant threat to human life, and it is important to understand the public perception of this issue. Previous studies examining climate change have been based on limited survey data. In this study, the authors used big data such as news articles and social media data, within which the authors selected specific keywords related to climate change. Using these natural language data, topic modeling was performed for discourse analysis regarding climate change based on various topics. In addition, before applying topic modeling, sentiment analysis was adjusted to discover the differences between discourses on climate change. Through this approach, discourses of positive and negative tendencies were classified. As a result, it was possible to identify the tendency of each document by extracting key words for the classified discourse. This study aims to prove that topic modeling is a useful methodology for exploring discourse on platforms with big data. Moreover, the reliability of the study was increased by performing topic modeling in consideration of objective indicators (i.e., coherence score, perplexity). Theoretically, based on the social amplification of risk framework (SARF), this study demonstrates that the diffusion of the agenda of climate change in public news media leads to personal anxiety and fear on social media.

영화 연기와 연출을 위한 훈련 프로그램 방법 (Method of an Effective Training Program For Film Acting and Directing)

  • 이정국
    • 한국콘텐츠학회논문지
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    • 제10권9호
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    • pp.155-175
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    • 2010
  • 본 논문의 목적은 영화연기와 연출을 위한 훈련 프로그램의 필요성과 그 대안적인 방식을 소개하는 것이다. 우리 한국에서 영화나 방송의 최근 연기경향은 생활연기가 주를 이루고 있다. 그러나 연기교육은 여전히 연극 전문가들에 의해 이루어지고 있고, 그로인해 연극 훈련프로그램에 의해 연기를 교육한다. 또한 영화감독들의 연기연출에 대한 교육도 거의 없다. 그래서 영화연기와 연기 연출을 할 수 있는 훈련 프로그램이 필요하다. 이 글은 필자가 실제로 영화연기 훈련 프로그램 개발을 위해 실시한 단편영화 워크숍 <생활연기의 힘>과 <연기연습>제작과정을 다루고 있다. 이 훈련 프로그램은 이미 스타니슬라브스키가 연극 연습을 위해 활용한 에쮸드를 일부 응용하고, 리 스트라스버그의 액터스 스튜디오에서 체계화된 영화연기 훈련법인 매소드 연기법을 참조하고 있다. 무엇보다도 이 프로그램의 핵심은 기존 연기훈련법에 카메라 활용이 들어간다는 것이고, 배우뿐 아니라 영화 감독과 스탭들이 같이 참여해서 완성한다는 것이다. 이 글에서는 실제로 두 단편 워크숍을 통해 그러한 훈련법의 실험이 객관적인 성과를 이루었음을 입증하고 있다. 본 훈련 프로그램의 교육은 아마추어와 준 프로, 그리고 프로 연기자에 따라 달리 적용해야한다.

폐쇄성 요로병증에서 $17{\beta}$-estradiol에 의한 신섬유화 감소 효과에 대한 연구 ($17{\beta}$-estradiol Attenuates Renal Fibrosis in Mice with Obstructive Uropathy)

  • 조민현;장희성;정경진;박권무
    • Childhood Kidney Diseases
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    • 제15권2호
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    • pp.125-137
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    • 2011
  • 목적: 일반적으로 남자는 여자에 비해 만성 신장병의 발병이 많고 말기 신부전으로의 진행이 더 흔한 것으로 알려져 있다. 본 연구는 일측성 요관 폐쇄를 가진 생쥐에서 신섬유화에 대한 성별과 성호르몬의 효과를 규명하기 위해 시행되었다. 방법: 일측성 완전 요관 폐쇄 7일째 암컷과 수컷 생쥐의 신장에서 ${\alpha}$-smooth muscle actin (${\alpha}$-SMA)의 발현을 측정한 후, 암컷 생쥐에서 난소를 제거하거나 제거 후 다시 $17{\beta}$-estradiol을 보충하여 나타나는 신섬유화 정도를 비교 분석하였다. 결과:일측성 요관 폐쇄를 가진 암컷 신장의 ${\alpha}$-SMA의 발현이 수컷 신장에 비해 현저히 낮았다. 난소 제거와 $17{\beta}$-estradiol의 보충은 일측성 요관 폐쇄를 가진 암컷 신장의 안지오텐신 II 1형 수용체의 발현에는 의미 있는 영향을 주지 않았지만, 안지오텐신 II 2형 수용체의 발현은 정상 암컷과 난소 제거 후 $17{\beta}$-estradiol를 보충한 암컷에서 현저히 증가되었다. 또한, inducible nitric oxide synthase (iNOS) 역시 유사한 변화를 보였다. 결론 : 여성은 폐쇄성 요로병증에서 신섬유화에 대한 저항성과 연관이 있으며 이러한 성별의 차이는 $17{\beta}$-estradiol에 의한 안지오텐신 II 2형 수용체와 iNOS의 발현 증가와 연관이 있을 것으로 사료된다.