• Title/Summary/Keyword: Model Efficiency

검색결과 9,144건 처리시간 0.037초

Minimum Disparity Estimation for Normal Models: Small Sample Efficiency

  • Cho M. J.;Hong C. S.;Jeong D. B.
    • Communications for Statistical Applications and Methods
    • /
    • 제12권1호
    • /
    • pp.149-167
    • /
    • 2005
  • The minimum disparity estimators introduced by Lindsay and Basu (1994) are studied empirically. An extensive simulation in this paper provides a location estimate of the small sample and supplies empirical evidence of the estimator performance for the univariate contaminated normal model. Empirical results show that the minimum generalized negative exponential disparity estimator (MGNEDE) obtains high efficiency for small sample sizes and dominates the maximum likelihood estimator (MLE) and the minimum blended weight Hellinger distance estimator (MBWHDE) with respect to efficiency at the contaminated model.

케이싱 그루브가 존재하는 축류압축기의 성능특성 연구 (A Study on Performance Characteristics of an Axial Compressor with the Casing Groove)

  • 최광진;김진혁;김광용
    • 한국유체기계학회 논문집
    • /
    • 제13권2호
    • /
    • pp.24-29
    • /
    • 2010
  • This paper presents a study on the performance of NASA Rotor 37 with the casing grooves based on three-dimensional numerical analysis. Reynolds-averaged Navier-Stokes equations are solved on a hexahedral grid with the shear stress transport model as a turbulence closure model. The governing equations are discretized by a finite volume method. The validation of the numerical results is performed through experimental data for the total pressure ratio and the adiabatic efficiency. The investigation for an axial compressor with a smooth casing and the casing grooves is carried out to compare the performance parameters, for example, surge margin and efficiency, etc. The surge margin is improved in the case of the casing grooves while remarkable improvement of the efficiency is not produced. The result shows that the casing groove is beneficial to expand the operating range of NASA Rotor 37.

지중 열 교환기 운영 효율의 최적화를 위한 단순화 모델의 개발 (Development of a simplified model to maximize operating efficiency of heat exchanger)

  • 김경호;신지연;김성균;이강근
    • 한국신재생에너지학회:학술대회논문집
    • /
    • 한국신재생에너지학회 2007년도 추계학술대회 논문집
    • /
    • pp.481-484
    • /
    • 2007
  • Efficiency of geothermal heat exchanger operation has close relation with temperature variation of the aquifer where the exchanger is installed. In the case of long-term operation, temperature distribution of the aquifer would be similar to that of water circulating in the exchanger, which causes the decrease of heat exchange rate. Therefore, the operation period of the heat exchanger should be controlled so that the temperature distribution of the aquifer is recovered. We developed a model to determine the operation period to acquire the optimal efficiency under the given aquifer condition. With this suggested method, when we use closed-loop heat exchanger, the operation efficiency of the geothermal heat exchanger is expected to be maximized by determining the optimal operation period.

  • PDF

대기 고도에 따른 입자 포집용 관성 임팩터의 설계 및 포집효율 예측 (Numerical Simulation of Impactor Collection Efficiency according to Altitude)

  • 김규호;육세진;안강호
    • 한국입자에어로졸학회지
    • /
    • 제8권1호
    • /
    • pp.1-8
    • /
    • 2012
  • In this study, the collection efficiency of inertial impactors was numerically simulated by employing the statistical Lagrangian particle tracking(SLPT) model. The SLPT model was proven to be correct in predicting the impactor collection efficiency, when the numerically obtained collection efficiencies were compared with the experimental data of Marple et al.(1987) at normal pressure level and the experimental data of $Marjam{\ddot{a}}ki$ et al.(2000) at low pressure level. Based on the validation results, balloon-borne impactors with the cut-off sizes of $1{\mu}m$, $2.5{\mu}m$, and $10{\mu}m$ were designed. Then, the sampling flowrates of the inertial impactors, required to keep the cut-off sizes constant at different pressures and temperatures, were estimated according to the altitude.

컴퓨터 시뮬레이션을 통한 시스템 파라미터 추정의 효율성 (Simulation Efficiency for Estimation of System Parameters in Computer Simulation)

  • 권치명
    • 대한산업공학회지
    • /
    • 제19권1호
    • /
    • pp.61-71
    • /
    • 1993
  • We focus on a way of combining the Monte Calro methods of antithetic variates and control variates to reduce the variance of the estimator of the mean response in a simulation experiment. Combined Method applies antithetic variates (partially) for driving approiate stochastic model components to reduce the vaiance of estimator and utilizes the correlations between the response and control variates. We obtain the variance of the estimator for the response analytically and compare Combined Method with control variates method. We explore the efficiency of this method in reducing the variance of the estimator through the port operations model. Combined Method shows a better performance in reducing the variance of estimator than methods of antithetic variates and control variates in the range from 6% to 8%. The marginal efficiency gain of this method is modest for the example considered. When the effective set of control variates is small, the marginal efficiency gain may increase. Though these results are from the limited experiments, Combined Method could profitably be applied to large-scale simulation models.

  • PDF

전력산업 R&D 프로젝트의 효율성 및 효과성 평가 (Evaluation of R&D Projects in Electric Power Industry with Efficiency and Effectiveness)

  • 박성민;김헌;백동현
    • 산업공학
    • /
    • 제22권3호
    • /
    • pp.192-204
    • /
    • 2009
  • Based on the characteristics of 'Korean electric power industry R&D programs', this study proposes a new performance evaluation framework where electric power industry related R&D projects are scrutinized. The abovementioned R&D programs have their own goals and especially they emphasize the effectiveness as well as the efficiency of each subordinate R&D project. Hence, in this framework, a performance evaluation procedure is established and then a mathematical model is developed according to the procedure. The model calculates performance evaluation indices for a set of R&D projects integrating the effectiveness with the efficiency of each R&D project. In a case study with an empirical dataset, statistical significance is tested on the integrated performance evaluation indices of R&D projects regarding organizational types and program categories considered.

New PDP cell designs for high luminous efficiency and radiation transport model in PDP

  • Yang, Sung-Soo;Shin, Seung-Won;Kim, Hyun-Chul;Lee, Jae-Koo
    • 한국정보디스플레이학회:학술대회논문집
    • /
    • 한국정보디스플레이학회 2002년도 International Meeting on Information Display
    • /
    • pp.590-593
    • /
    • 2002
  • Using two- and three-dimensional fluid simulation codes, we have suggested several new plasma display panel (PDP) cell structures that have high luminous efficiency compared with conventional structure. To improve the luminance and discharge efficiency, we utilize long discharge path, lower electric field region, and reduction of power consumption by adding one auxiliary electrode or reducing the electrode area. Consequently, luminous efficiency increases about 1.8 times. Furthermore for the resonance radiation trapping effect in PDP system, we have described a self-consistent radiation transport model coupled with fluid simulation using modified Holstein's equation.

  • PDF

다중가진을 받는 수중 원통구조물의 방사효율에 대한 수치해석 (A Numerical Analysis on the ascoutic radiation efficiency of a stiffend cylindrical structure in underwater under multi-excitation)

  • 강명환;이종주;한승진;배수룡;정우진
    • 한국소음진동공학회:학술대회논문집
    • /
    • 한국소음진동공학회 2014년도 추계학술대회 논문집
    • /
    • pp.372-376
    • /
    • 2014
  • This study is on acoustic radiation efficiency of a tiffened cylindrical model in water-multi-excitation with phase difference using commercial numerical program ABAQUS and SYSNOISE. When the stiffened cylindrical model is under multi-excitation with phase difference, the surface vibration field is variated with phase difference of excitation. By this different surface vibration field, the acoustic radiation efficiency is also variated with phase difference of excitation.

  • PDF

ANALYSIS OF THE MUTUAL SELF-BIASED SHIELDED MAGNETO-RESISTIVE HEAD WITH TRANSMISSION-LINE MODEL(I)

  • Zhang, H.W.;Kim, H.J.
    • 한국자기학회지
    • /
    • 제5권4호
    • /
    • pp.294-298
    • /
    • 1995
  • A shielded magnetoresistive (SMR) head which has double MR films and linearizes each other has been designed and studied by applying the transmission-line model. We have analyzed the yoke efficiency, bias efficiency and read efficiency of the SMR head. The read efficiency strongly depends on the height of the sensor and slightly on the other geometric parameters. The yoke and bias efficiencies vary with gap length, insulated layer thickness and relative permeability. A quasi-index reduction in the signal flux is observed when the displacement moves away from the medium.

  • PDF

산업별 기술발전의 효율 및 형태변동에 대한 추이구조 (Transition Structure to Changes in Efficiency and Pattern of Technological Progress by Industries through Development of Patent Mapping Model)

  • 박준호;권철신
    • 산업공학
    • /
    • 제19권4호
    • /
    • pp.281-290
    • /
    • 2006
  • The main objective of this study is to analyze the structure of efficiency of R&D input variables and the attributes of patent information as output of R&D activities in the major manufacturing industries (electric & electronics, machinery, chemical, textile) from the mid-1970s to the late-1990s by the development of "mapping technique". To attain this objective we first have examined the attribute of time-lag which depends on the absolute, and the cumulative values between input and output. And on the basis of this result, we have made an analysis on the impact to extract the main variables affecting patent by industries. Moreover, according to time trend of the impact variables, we have analyzed the structure of R&D efficiency, and of technological progress which will be changed with time by patent information. It has been aimed at constructing technological progress patterns in the Korea industry.