• Title/Summary/Keyword: data modelling

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Threshold Modelling of Spatial Extremes - Summer Rainfall of Korea (공간 극단값의 분계점 모형 사례 연구 - 한국 여름철 강수량)

  • Hwang, Seungyong;Choi, Hyemi
    • The Korean Journal of Applied Statistics
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    • v.27 no.4
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    • pp.655-665
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    • 2014
  • An adequate understanding and response to natural hazards such as heat wave, heavy rainfall and severe drought is required. We apply extreme value theory to analyze these abnormal weather phenomena. It is common for extremes in climatic data to be nonstationary in space and time. In this paper, we analyze summer rainfall data in South Korea using exceedance values over thresholds estimated by quantile regression with location information and time as covariates. We group weather stations in South Korea into 5 clusters and t extreme value models to threshold exceedances for each cluster under the assumption of independence in space and time as well as estimates of uncertainty for spatial dependence as proposed in Northrop and Jonathan (2011).

Three-Dimensional Numerical Modelling of Water Circulation and Thermal Diffusion (해수순환과 온배수 확산에 관한 3차원 수치모델링)

  • Jung Tae Sung;Kim Sang Ik;Kang See Whan
    • Journal of the Korean Society for Marine Environment & Energy
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    • v.1 no.1
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    • pp.93-101
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    • 1998
  • Numerical models have been widely used to understand the structure of coastal currents and the transport mechanisms in regard to the fate of pollutants. This study focuses on the development of a three-dimensional model of coastal circulation and mass transport. The model was used to calculate coastal currents and temperature distributions of the thermal plume discharged from a power plant. The model results were compared with field-observed data. They showed the relatively good agreements with the data. The model can be used to estimate the currents and its mass transport in coastal waters.

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A comparative investigation of the TTU pressure envelope -Numerical versus laboratory and full scale results

  • Bekele, S.A.;Hangan, H.
    • Wind and Structures
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    • v.5 no.2_3_4
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    • pp.337-346
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    • 2002
  • Wind tunnel pressure measurements and numerical simulations based on the Reynolds Stress Model (RSM) are compared with full and model scale data in the flow area of impingement, separation and wake for $60^{\circ}$ and $90^{\circ}$ wind azimuth angles. The phase averaged fluctuating pressures simulated by the RSM model are combined with modelling of the small scale, random pressure field to produce the total, instantaneous pressures. Time averaged, rsm and peak pressure coefficients are consequently calculated. This numerical approach predicts slightly better the pressure field on the roof of the TTU (Texas Tech University) building when compared to the wind tunnel experimental results. However, it shows a deviation from both experimental data sets in the impingement and wake regions. The limitations of the RSM model in resolving the intermittent flow field associated with the corner vortex formation are discussed. Also, correlations between the largest roof suctions and the corner vortex "switching phenomena" are observed. It is inferred that the intermittency and short duration of this vortex switching might be related to both the wind tunnel and numerical simulation under-prediction of the peak roof suctions for oblique wind directions.

Seismic qualification using the updated finite element model of structures

  • Sinha, Jyoti K.;Rao, A. Rama;Sinha, R.K.
    • Structural Engineering and Mechanics
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    • v.19 no.1
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    • pp.97-106
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    • 2005
  • The standard practice is to seismically qualify the safety related equipment and structural components used in the nuclear power plants. Among several qualification approaches the qualification by the analysis using finite element (FE) method is the most common approach used in practice. However the predictions by the FE model for a structure is known to show significant deviations from the dynamic behaviour of 'as installed' structure in many cases. Considering such limitation, few researchers have advocated re-qualification of such structures after installation at site to enhance the confidence in qualification vis-$\grave{a}$-vis plant safety. For such an exercise the validation of FE model with experimental modal data is important. A validated FE model can be obtained by the Model Updating methods in conjugation with the in-situ experimental modal data. Such a model can then be used for qualification. Seismic analysis using the updated FE model and its advantage has been presented through an example of an in-core component - a perforated horizontal tube of a nuclear reactor.

Kinetic modeling of organic and nitrogen removal from domestic wastewater in a down-flow hanging sponge bioreactor

  • Nga, Dinh Thi;Hiep, Nguyen Trung;Hung, Nguyen Tri Quang
    • Environmental Engineering Research
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    • v.25 no.2
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    • pp.243-250
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    • 2020
  • A down-flow hanging sponge (DHS) bioreactor was operated for the treatment of domestic wastewater. The Stover-Kincannon model was applied for kinetic evaluation of the reactor performance during the operational period. As a result, the coefficient of determination (R2) for straight lines of effluent concentration from the experimental data and from the predictive data of BOD5; NH4+-N; and TN were 0.9727; 0.9883; and 0.9934, respectively. The calculation of saturation value constant (Umax - g L-1 d-1) and maximum utilization rate constant (KB - g L-1 d-1) were 56.818 and 75.034 for BOD5; 2.960 and 4.713 for NH4+-N; 2.810 and 8.37 for TN, respectively. The study suggests that Stover-Kincannon model can be used for effective evaluation of kinetic removal of BOD5; NH4+-N; and TN from domestic wastewater treated in a DHS bioreactor.

A multi-level analysis of the individual and team-level effects on psychological capital (긍정심리자본에 영향을 미치는 개인수준과 팀 수준 요인에 관한 연구)

  • Hahn, Ju Hee;Lim, Kyu Hyuk
    • Knowledge Management Research
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    • v.13 no.5
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    • pp.91-111
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    • 2012
  • The purpose of this study is to investigate the effect of person-organization fit(PO fit) and person-job fit(PJ fit) on positive psychological capital at both team-level and individual-level. Present study intends to confirm the effectiveness through theoretical considerations and empirical analysis of positive organizational behaviors. This is expected to strengthen the basis of positive organizational behavior studies and provide the foundation to integrate positive organizational behavior to the actual organization. In order to test the hypotheses, the data were collected from multiple domestic organizations and composed 47 team-level and 244 individual-level data. For the analysis, hierarchical linear modelling(HLM) were conducted. The results of this study are as follows. PO fit and PJ fit had significant relationships with positive psychological capital at both team-level and individual-level. Also, in the relationship between the attitudes and behaviors of the members and positive psychological capital, the positive psychological capital was found to have significant effect on affective commitment and organizational citizen behaviors. The implications of this study according to the results as follows. Positive relationships of psychological capital with the antecedents and consequences variables, it is necessary for the management to magnify the strength of members in the actual operation at the organization level. Such the management of positive psychological capital can be suggested as a new approach method for achievement of the organization's goals and visions.

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Design and Implementation of Student Taking a course application Management System Based on XML (XML기반의 수강신청 관리 시스템 설계 및 구현)

  • Yun, Ho-Kun
    • Journal of Korea Game Society
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    • v.2 no.2
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    • pp.104-112
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    • 2002
  • XML was applied to web-Based application system for efficient data supervision and processing. Also, ASP permitted embodiment of easy web-Based programming, and UML is studied by the new alternative of system modelling techniques. Thus, In this paper see embodied student taking a course application management system using XML, ASP, UML. This was composed, and used XML for effective data supervision and processing by student mode and administrator mode. Also, It used UML for systems analysis and design, and whole system implemented by ASP. And, Database implemented to used in MS-ACCESS, and it used java Script language for efficient practical use of web document.

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The Effects of Measurement Errors on Frequency Response Functions(FRFs) (실험 오차가 주파수 응답함수에 미치는 영향)

  • Jung, Hae-Il
    • The Journal of Korean Institute for Practical Engineering Education
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    • v.3 no.1
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    • pp.45-50
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    • 2011
  • Despite the highly sophisticated development of finite element analysis, a finite element model for structural dynamic analysis can be inaccurate or even incorrect due to the difficulties of correct modelling, uncertainties on the finite element input data and geometrical oversimplification, while the modal data extracted from measurement are supposed to be correct, even though incomplete. The assumption that the test results represent the true dynamic behaviour of the structure, however, may not be correct because of various measurement errors. The measurement errors are investigated and their effects on estimated frequency response functions(FRFs) are also investigated.

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A Study on the factors inducing internet addiction of college students (대학생의 인터넷중독 유발 요인에 관한 연구)

  • Choi, Hyun-Seok;Ha, Jeong-Cheol
    • Journal of the Korean Data and Information Science Society
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    • v.22 no.3
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    • pp.437-448
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    • 2011
  • Even though wide usage of internet makes daily life easier, it drives many social problems. This article reveals that heavy usage of internet affects status of mind and relationships with others, and ends up to the internet addiction. We found the more college students use internet, the more they become internet dependent, problematic in relationships with others and internet addictive. And more, internet dependency provokes internet addiction and problems in relationship with others and problems with others induces internet addiction, too.

Convective heat transfer on the rotor fan and endring of the TEFC induction motor with telemetry system (무선계측기를 이용한 회전자팬 및 엔드링에서의 대류 열전달)

  • Yun, Myeong-Geun;Ha, Gyeong-Pyo;Go, Sang-Geun
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.22 no.4
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    • pp.510-519
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    • 1998
  • Recently, computer modelling is increasingly used as a design tool, which requires more detailed data for heat transfer coefficients in various regions of the induction motor. But there are little information about those of rotor fan and endring because of difficulty in measuring signals in rotating bodies. In the present studies, the temperature signals were precisely measured with self-developed telemetry system, which had multi-channels and high rotational speed. After some losses were compensated, the heat transfer coefficients of the rotor endring and fan surfaces were measured. Minimum heat transfer region was existed with endcap plate distance and maximum heat transfer was found at some rotor fan width. It was also studied that how the guide plate and endcap inside rib effected on the rotor heat transfer. The higher heat transfer were obtained with decreasing guide plate distance, increasing the number and height of endcap inside rib. The correlation equations of the results were obtained and compared with others. Above results of the heat transfer coefficients can be used as basic data for cooling design of the various kind of motors.