• 제목/요약/키워드: prediction computer program

검색결과 286건 처리시간 0.027초

연속바닥난방시스템에 대한 외기예측제어적용 연구 (Application Study on the Outdoor Air Temperature Prediction Control for Continuous Floor Heating System)

  • 태춘섭;조성환;이충구
    • 설비공학논문집
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    • 제13권9호
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    • pp.836-844
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    • 2001
  • For the radiant floor heating system, the possibility of suboptimal prediction control was investigated by computer simulation and experiment. For this study, TRANSYS program was used and an experimental facility consisting of two rooms (3$\times$4.4$\times$2.8m) was built. The facility enabled simultaneous comparison of two different control strategies which implemented in a separate room. Results showed that outdoor air temperature prediction control was superior to the conventional outdoor air temperature compensation control for radiant floor heating system. However, more research for fine prediction of outside air temperature was required in the future.

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의사결정나무 분석기법을 이용한 청소년의 인터넷게임 중독 영향 요인 예측 모형 구축 (A Prediction Model for Internet Game Addiction in Adolescents: Using a Decision Tree Analysis)

  • 김기숙;김경희
    • 대한간호학회지
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    • 제40권3호
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    • pp.378-388
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    • 2010
  • Purpose: This study was designed to build a theoretical frame to provide practical help to prevent and manage adolescent internet game addiction by developing a prediction model through a comprehensive analysis of related factors. Methods: The participants were 1,318 students studying in elementary, middle, and high schools in Seoul and Gyeonggi Province, Korea. Collected data were analyzed using the SPSS program. Decision Tree Analysis using the Clementine program was applied to build an optimum and significant prediction model to predict internet game addiction related to various factors, especially parent related factors. Results: From the data analyses, the prediction model for factors related to internet game addiction presented with 5 pathways. Causative factors included gender, type of school, siblings, economic status, religion, time spent alone, gaming place, payment to Internet cafe$\acute{e}$, frequency, duration, parent's ability to use internet, occupation (mother), trust (father), expectations regarding adolescent's study (mother), supervising (both parents), rearing attitude (both parents). Conclusion: The results suggest preventive and managerial nursing programs for specific groups by path. Use of this predictive model can expand the role of school nurses, not only in counseling addicted adolescents but also, in developing and carrying out programs with parents and approaching adolescents individually through databases and computer programming.

Investigating the Regression Analysis Results for Classification in Test Case Prioritization: A Replicated Study

  • Hasnain, Muhammad;Ghani, Imran;Pasha, Muhammad Fermi;Malik, Ishrat Hayat;Malik, Shahzad
    • International Journal of Internet, Broadcasting and Communication
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    • 제11권2호
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    • pp.1-10
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    • 2019
  • Research classification of software modules was done to validate the approaches proposed for addressing limitations in existing classification approaches. The objective of this study was to replicate the experiments of a recently published research study and re-evaluate its results. The reason to repeat the experiment(s) and re-evaluate the results was to verify the approach to identify the faulty and non-faulty modules applied in the original study for the prioritization of test cases. As a methodology, we conducted this study to re-evaluate the results of the study. The results showed that binary logistic regression analysis remains helpful for researchers for predictions, as it provides an overall prediction of accuracy in percentage. Our study shows a prediction accuracy of 92.9% for the PureMVC Java open source program, while the original study showed an 82% prediction accuracy for the same Java program classes. It is believed by the authors that future research can refine the criteria used to classify classes of web systems written in various programming languages based on the results of this study.

THINNED PIPE MANAGEMENT PROGRAM OF KOREAN NUCLEAR POWER PLANTS

  • Lee, S.H.;Lee, Y.S.;Park, S.K.;Lee, J.G.
    • Corrosion Science and Technology
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    • 제14권1호
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    • pp.1-11
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    • 2015
  • Local wall thinning and integrity degradation caused by several mechanisms, such as flow accelerated corrosion (FAC), cavitation, flashing and/or liquid drop impingements, are a main concern in carbon steel piping systems of nuclear power plant in terms of safety and operability. Thinned pipe management program (TPMP) had been developed and optimized to reduce the possibility of unplanned shutdown and/or power reduction due to pipe failure caused by wall thinning in the secondary side piping system. This program also consists of several technical elements such as prediction of wear rate for each component, prioritization of components for inspection, thickness measurement, calculation of actual wear and wear rate for each component. Decision making is associated with replacement or continuous service for thinned pipe components. Establishment of long-term strategy based on diagnosis of plant condition regarding overall wall thinning is also essential part of the program. Prediction models of wall thinning caused by FAC had been established for 24 operating nuclear plants. Long term strategies to manage the thinned pipe component were prepared and applied to each unit, which was reflecting plant specific design, operation, and inspection history, so that the structural integrity of piping system can be maintained. An alternative integrity assessment criterion and a computer program for thinned piping items were developed for the first time in the world, which was directly applicable to the secondary piping system of nuclear power plant. The thinned pipe management program is applied to all domestic nuclear power plants as a standard procedure form so that it contributes to preventing an accident caused by FAC.

사고선박의 다양한 예인계획에 따른 예인상태 추정 프로그램 개발 (Development of Prediction Program for the Towing Condition Associated with Various Towing Operations of a Disabled Ship)

  • 김은찬;최혁진;이승국
    • 한국해양환경ㆍ에너지학회지
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    • 제17권4호
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    • pp.318-323
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    • 2014
  • 해상에서 사고선박을 예인하기 위해서는, 예상되는 바람과 조류 등의 해상상태에서, 선정된 예인선들의 예인력과 예인방향을 이용하여 피예인선의 선속과 방향을 추정하여야 한다. 본 논문에서는 사고선박의 다양한 예인계획에 따른 예인상태 추정 방법을 연구하였다. 기존 전산 프로그램을 사용하여 계산된 피예인선의 정면방향 선속과 저항을 가져오는 방법과, 초기 예인상태에서 선정된 예인선들에 의한 피예인선의 전진방향 선속과 저항을 계산하는 방법, 그리고 안정된 예인상태에서 피예인선의 전진방향 선속과 저항을 계산하는 방법을 제안하였다. 이들 계산 방법은 전산 프로그램으로 구현되었으며, 이 프로그램은 피예인선의 상태를 적절히 추정할 수 있는 유용한 프로그램으로 확인되었다.

Aerodynamic Noise Prediction of Subsonic Rotors

  • Lee, Jeong-Han;Lee, Soo-Gab
    • The Journal of the Acoustical Society of Korea
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    • 제16권1E호
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    • pp.29-34
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    • 1997
  • Numerical prediction of aerodynamic noise radiated by subsonic rotors are carried out. A computer program has been developed which incorporates both the discrete frequency noise as well as the broadband noise arising from the ingestion of turbulence. Acoustic analogy is used in conjunction with Homicz's formulation of turbulence ingestion noise. Formulation 1A of Farassat is used to enhance the numerical analysis performance of Ffowcs-Williams Hawkings equation by eliminating the numericla time differentiation. Homicz's trubulence ingestion noise prediction technique is used to understand the characteristics of broadband noise radiated by isotropic trubulence in gestion. Numerical predictions are carried out for a number of rotor configurations and compared with experimental data. Monopole consideration of transonic rotor agrees well with both the experimental data and the linear theory. Noise radiation characteristics of rotor at lifting hover are investigated utilizing simple blade loading obtained by thin wing section theory. By incorporating discrete noise prediction of steady loading with broadband spectrum, much better agreement with experimental data is obtained in the low frequency region. The contributions from different noise mechanisms can also be analyzed through this method.

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축류형 송풍기의 성능 및 소음 예측을 위한 전산 프로그램의 개발 및 적용 (Development and Application of the Computer Program for the Performance and Noise Prediction of Axial Flow Fan)

  • 정동규;홍순성;이찬
    • 한국유체기계학회 논문집
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    • 제3권3호
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    • pp.31-40
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    • 2000
  • A computer program is developed for the prediction of the aerodynamic performance and the noise characteristics in the basic design step of axial flow fan. The flow field and the performance of fan are analyzed by using the streamline curvature computing scheme with total pressure loss and flow deviation models. Fan noise is assumed to be generated due to the pressure fluctuations induced by wake vortices of fan blades and to radiate via dipole distribution. The vortex-induced fluctuating pressure on blade surface is calculated by combining thin airfoil theory and the predicted flow field data. The predicted performances, sound pressure level and noise directivity patterns of fan by the present method are favorably compared with the test data of actual fan. Furthermore, the present method is shown to be very useful in optimizing design variables of fan with high efficiency and low noise level.

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디젤기관의 연소실내 NO 생성농도 예측에 관한 연구 (A Study on the Calcuation of NO Formation in Cylinder for Diesel Engines)

  • 남정길
    • Journal of Advanced Marine Engineering and Technology
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    • 제23권4호
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    • pp.543-551
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    • 1999
  • Diesel engine is a major source of the air pollution. In general the concentrations of these pollu-tants in diesel engine exhaust differ from values calculated assuming chemical equibrium. Thus the detailed chemical mechanisms by which these pollutions form and the kinetic of these process-es are important in determining emission levels. In this study the computer program has been developed to calculate the required thermodynam-ic properties of combustion products(10 spacies) for both equilibrium and non-equilibrium in cylin-der for diesel engines. Nitric oxide emissions are calculated by using the extended Zeldovich Kinet-ic mechanism with a steady state assumption for the N concentration and equilibrium values used for H, O, $O_2$ and OH concentrations. By the results it is confirmed that developed simulations program with the NO prediction model is validated against residual mass fraction combustion index of Wiebe's functions pre-mixed com-bustion ration fuel injection timing.

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손상 선박의 예인력 추정을 위한 선박 저항 계산 프로그램 개발 (Development of the Ship Resistance Calculation Program for Prediction of Towing Forces for damaged Ships)

  • 최혁진;김은찬
    • 한국해양환경ㆍ에너지학회지
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    • 제15권2호
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    • pp.150-155
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    • 2012
  • 예인선의 주요 목적의 하나는 구난 작업시 다른 선박을 예인하는 것이다. 예인선이 이러한 작업을 안전하게 수행하기 위해서는 적절한 예인력을 가질 수 있어야 한다. 따라서 예인 작업중 피 예인선박에 대한 저항을 추정하는 것은 매우 중요하고도 필수적인 과정이다. 본 논문에서는 예인력을 추정할 수 있는 선박의 저항 계산 프로그램을 연구하였다. 계산 프로그램은 정수중의 기본 선체 저항과 바람, 표류, 선체 표면 거칠기, 파랑, 천수 및 조류에 의한 부가저항을 계산하는 기능을 가지고 있다. 모든 추정값은 도표 또는 수식을 이용하는 통계적이고 경험적인 방법으로 계산된다. 본 프로그램에 의한 계산 결과는 미국 해군의 예인 매뉴얼로부터 계산된 결과와 비교하였다. 그 결과 본 프로그램은 손상 선박의 저항을 적절히 추정할 수 있는 유용한 프로그램이라고 판단된다.

콘크리트 크리프 및 건조수축에 의한 프리스트레싱 손실량 예측 (Prediction of Prestressing Losses by Concrete Creep and Shrinkage)

  • 송영철;조명석;우상균;이태규
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 1998년도 가을 학술발표대회 논문집(III)
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    • pp.649-655
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    • 1998
  • In this study, the personal-computer program was developed to predict prestressing losses containment structures of Nuclear Power Plants by concrete creep and shrinkage. This program is constituted of three parts, which are pre-processor, calculation module and post-processor. Input data for his program are : material properties of concrete, rebar, liner and duct, test results of concrete creep and shrinkage, relative humidity, dimension of containment structures, and the number of prestressing tendon related on containment structures. To obtain better results, this program was made to reflect the prestressing losses due to influence that occurred after prestressing each tendon, thus it can predict prestressing losses and allowable prestressing forces of each tendon. As a case study, this program was applied to containment structures of Youngwang 3 & 4 NPP's and analytical result was compared with test results in In-service Inspection of containment structures. From this comparison, it was proved that this program could well predict prestressing losses by concrete creep and shrinkage.

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