• Geomechanics and Engineering
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• 제27권6호
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• pp.551-560
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• 2021

Due to the low strength and high compressibility characteristics, the loess deposits tunnels are prone to large deformations and collapse. An accurate stability evaluation for loess deposits is of considerable significance in deformation control and safety work during tunnel construction. 37 groups of representative data based on real loess deposits cases were adopted to establish the stability evaluation model for the tunnel project in Yan'an, China. Physical and mechanical indices, including water content, cohesion, internal friction angle, elastic modulus, and poisson ratio are selected as index system on the stability level of loess. The data set is randomly divided into 80% as the training set and 20% as the test set. Firstly, principal component analysis (PCA) is used to convert the five index system to three linearly independent principal components X1, X2 and X3. Then, the principal components were used as input vectors for probabilistic neural network (PNN) to map the nonlinear relationship between the index system and stability level of loess. Furthermore, Leave-One-Out cross validation was applied for the training set to find the suitable smoothing factor. At last, the established model with the target smoothing factor 0.04 was applied for the test set, and a 100% prediction accuracy rate was obtained. This intelligent classification method for loess deposits can be easily conducted, which has wide potential applications in evaluating loess deposits.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제10권4호
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• pp.1481-1500
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• 2016

Device-to-Device (D2D) communication underlaying macro-small cell networks, as one of the promising technologies in the era of 5G, is able to improve spectral efficiency and increase system capacity. In this paper, we model the cross- and co-tier D2D communications in two-tier macro-small cell networks. To avoid the complicated interference for cross-tier D2D, we propose a mode selection scheme with a dedicated resource sharing strategy. For co-tier D2D, we formulate a joint optimization problem of power control and resource reuse with the aim of maximizing the overall outage capacity. To solve this non-convex optimization problem, we devise a heuristic algorithm to obtain a suboptimal solution and reduce the computational complexity. System-level simulations demonstrate the effectiveness of the proposed method, which can provide enhanced system performance and guarantee the quality-of-service (QoS) of all devices in two-tier macro-small cell networks. In addition, our study reveals the high potential of introducing cross- and co-tier D2D in small cell networks: i) cross-tier D2D obtains better performance at low and medium small cell densities than co-tier D2D, and ii) co-tier D2D achieves a steady performance improvement with the increase of small cell density.

• 한국원자력학회:학술대회논문집
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• 한국원자력학회 1997년도 춘계학술발표회논문집(1)
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• pp.39-44
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• 1997

The International Criticality Safety Benchmark Evaluation Project (ICSBEP) is under way for the purpose identifying, evaluating, and compiling benchmark critical experiment data into a standardized format that allows criticality analysts to easily use the data to validate calculational methods and cross sections. As part of this activity, PNL30-35 experiments, which had been adopted as benchmark problems by CSEWG in 1970s, were reevaluated, which results in some additions and modifications: changes in fuel number density, modification to the experimental keff, modifications to the soluble boron concentration for PNL-31, and addition of an uncertainty in the benchmark-model k$_{eff}$./.

• 기술혁신학회지
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• 제8권1호
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• pp.237-260
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• 2005

This paper aims to review and analyse the introduction process of performance management system(PMS) in the R&D sector. It also examines initial problems and future policy directions of the new system. Theory part deals with various approaches to the PMS and the relation between research evaluation and performance management. The paper then describes how the PMS has been introduced in the National R&D Program by the MOST in terms of the contents of strategic goal, performance goal and performance indicator together with their development process. After this, it captures problems arising in the initial phase and then suggests how they should be solved on the ministerial and cross-ministerial level. Discussed are following topics: lack of strategic planning, grouping of heterogeneous sub-programs, duplication between the OMS and other existing research or performance evaluation. The paper finally suggests policy implications using the logic model which has been developed in a series of recent international conferences.

• 한국원자력학회:학술대회논문집
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• 한국원자력학회 1999년도 춘계학술발표회요약집
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• pp.22-22
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• 1999

The HELlOS-MASTER code system is verified through the benchmark of the critical experiments that were performed by RRC "Kurchatov Institute" with water-moderated hexagonally pitched lattices of highly enriched Uranium fuel rods (8Ow/o). We also used the same input by using the MCNP code that was described in the evaluation report, and compared our results with those of the evaluation report. HELlOS, developed by Scandpower A/S, is a two-dimensional transport program for the generation of group cross-sections, and MASTER, developed by KAERI, is a three-dimensional nuclear design and analysis code based on the two-group diffusion theory. It solves neutronics model with the AFEN (Analytic Function Expansion Nodal) method for hexagonal geometry. The results show that the HELIOSMASTER code system is fast and accurate enough to be used as nuclear core analysis tool for hexagonal geometry.ometry.

• Journal of the Optical Society of Korea
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• 제13권4호
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• pp.439-444
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• 2009

Accurate evaluation of polarization characteristics in the integrated optic chip (IOC) for interferometric fiber optic gyroscope was performed. Spatial distribution of optical wavetrains caused by the polarization parameters such as local polarization cross-coupling and polarization rejection coefficient of the IOC were measured utilizing the path-matched optical coherence domain polarimetry (PM-OCDP). With the analytic model deduced from Jones matrix representation, we could accurately identify the polarization characteristics of the IOC. Both degree of measurement error due to the imperfect equipment conditions in PM-OCDP and birefringence of IOC chip were also characterized.

• 상하수도학회지
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• 제28권4호
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• pp.377-389
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• 2014

In recent years, Smart Water Grid (SWG) concept has globally emerged over the last decade and also gained significant recognition in South Korea. Especially, there has been growing interest in water demand forecast and this has led to various studies regarding energy saving and improvement of water supply reliability. In this regard, this study aims to develop a nonlinear ensemble model for hourly water demand forecasting which allow us to estimate uncertainties across different model classes. The concepts was demonstrated through application to observed from water plant (A) in the South Korea. Various statistics (e.g. the efficiency coefficient, the correlation coefficient, the root mean square error, and a maximum error rate) were evaluated to investigate model efficiency. The ensemble based model with an cross-validate prediction procedure showed better predictability for water demand forecasting at different temporal resolutions. In particular, the performance of the ensemble model on hourly water demand data showed promising results against other individual prediction schemes.

• 한국전산구조공학회논문집
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• 제25권1호
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• pp.37-49
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• 2012

가압경수로(PWR)에서 배출되는 고준위폐기물을 지하 500m의 화강암 암반의 처분장에 장기간(약 10,000년 동안) 처분하기 위하여 여러 구조적 안전성 평가수행을 통하여 처분용기모델이 개발되었다. 기존에 설계 개발된 가압경수로용 처분용기 모델은 구조적으로 처분용기 내부에 정사각형 단면의 네 개의 고준위폐기물다발이 처분용기 단면의 중심에 대칭되게 나란히 배열된 형태를 취하고 있다. 그러나 이와 같은 배열형태가 최적의 구조인지는 아직 결정할 수 없다. 특히 경량화하는 데에는 여전히 문제가 있다. 이러한 문제를 해결하는 방법은 처분용기 단면 중심에 대하여 대칭으로 배열된 네 개의 고준위폐기물다발의 단면형상을 변경시키는 것이다. 단면형상을 변경시키는 방법에는 정사각형 형상을 유지시키면서 단면을 회전시키는 방법과 정사각형 형상을 다른 단면형상으로 변경시키는 두 가지 방법이 있다. 기 수행된 연구를 통하여 정사각형 단면형상을 유지시키면서 단면을 회전시키면 회전각도가 $30{\sim}35^{\circ}$인 배열구조의 처분용기가 나란한 정사각형 배열구조보다 구조적으로 더 안정적이어서 경량화할 수 있음을 알 수 있었다. 그러나 이 회전한 배열구조의 처분용기가 최적인지는 역시 아직 결정할 수 없다. 왜냐하면 정사각형이 아닌 다른 단면형상의 구조물에 대해서는 아직 구조적으로 더 안정한지가 확인되지 않았기 때문이다. 따라서 처분용기 단면 중심면에 대하여 대칭성을 유지하면서 고준위폐기물다발의 단면형상이 정사각형이 아닌 다른 단면형상의 처분용기구조에 대한 구조해석이 필요하다. 본 연구에서는 네 개의 고준위폐기물다발이 처분용기 중심 면에 대하여 대칭적으로 배열되면서 단면형상이 여러 가지로 변화된 가압경수로용 처분용기에 대하여 구조해석을 수행하였다. 구조해석을 수행한 결과 기존의 설계 개발된 처분용기 단면의 중심에 대칭되게 나란히 고준위폐기물다발이 배열된 정사각형 단면의 처분용기보다 다발의 단면형상이 원형인 처분용기가 구조적으로 좀 더 안정성이 있음이 밝혀졌다.

• 대한간호
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• 제36권5호
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• pp.74-90
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• 1998

This descriptive study sought to define the relationship between women's health status and the experience of Sanhujori, Korean traditional non-professional postpartal care after delivery and abortion. A convenience sample of 308 women in 7 provinces in Korea including Seoul were studied from December, 1994 to December, 1996 for two years. Mean age of respondents was 50.5 years and mean number of children was 3. The rate of abortion was 91.5% and mean frequency was 2.2 times per woman. 82% of respondents did not have Sanhujori after abortion. The period and subjective evaluation of experience of Sanhujori after delivery were decreased according to the increment of the number of childbirth. The health status implies both subjective health status women perceived and physical symptom distress women are experiencing presently, The respondents expressed the physical symptom distress as painful one. 56.7% of respondents perceived unhealthy, such as sick and 99.6% complained more than one symptom. The factors related to health status were the first and third experience of Sanhujori after delivery, such as the period and subjective evaluation whether she did Sanhujori well or not; whether or not of Sanhujori after abortion and menopause: the number of child: and age. at the level of 1% or 5% of significance statistically. The factors related to the rate of physical sumptom distress were only two: the first experience of Sanhujori after delivery, especially the subjective evaluation and whether women did Sanhujori after abortion or not. at the level of 1% or 5% of significance statistically. In conclusion. this finding reconfirmed the possible relationship between women's health status and the experience of Sanhujori after delivery & abortion. It provides a challenge to the professional care givers .to research further on the effects of Sanhujori on the health status. health recovery after abortion or delivery from the various aspects through the cross-sectional and longitudinal research for the refinement of the reality of Sanhujori not only as cultural phenomenon but as conceptual model for the appropriateness of intervention and qualty of care for desirable health outcomes. Besides, it is indispensable to refine and reestablish postpartal caring system by finding universal law through international & cross-cultural research on postpartal traditional care for women's life long health toward the 21C

• 대한수의학회지
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• 제53권4호
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• pp.211-216
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• 2013

This study was focusing on evaluating the protection of polyphosphate kinase (ppk) deleted and/or temperature-sensitive (ts) Salmonella Enteritidis (SE) as an attenuated vaccine in chickens. We constructed SEppk, SEts and SEppk::ts mutants and screened those mutants by growth capability in vitro, protection study in mice model and antibody response in chickens. Among the mutants, SEppk::ts-3 was selected because it showed higher growth capability, good protection against highly virulent SE in mice model, and good antibody response in chickens. SEppk::ts-3 also showed good protection against highly virulent SE isolate because it decreased colonization of virulent SE challenge strain in spleen, liver and cecum compared with the non-vaccinated control. The SEppk::ts-3 mutant showed cross-protection against S. Gallinarum (SG) challenge although the its cross-protection rate was a little lower than that of SG9R, a commercial vaccine against SG infection. To use for live attenuated vaccine in chickens, it should further be characterized.