• 제목/요약/키워드: Parametric Evaluation

검색결과 410건 처리시간 0.028초

The Comparative Power Evaluation of Parametric Versus Nonparametric Methods

  • Choi, Young-Hun
    • Communications for Statistical Applications and Methods
    • /
    • 제3권3호
    • /
    • pp.283-290
    • /
    • 1996
  • The simulation study shows that the rank transform test has relatively superior power advantages over the parametric analysis of variance test in many cases for a $2^3$ factorial design, particularly with heavy-tailed distributions of the error terms. However the rank transform test should be cautiously used when all main effects and interactions related to a testing effect are possibly present at the same time.

  • PDF

원전 2차측 배관 감육여부 판별을 위한 Total Point Method 전산 알고리즘 개발 (Development of Numerical Algorithm of Total Point Method for Thinning Evaluation of Nuclear Secondary Pipes)

  • 오영진;윤훈;문승재;한경희;박병욱
    • 한국압력기기공학회 논문집
    • /
    • 제11권2호
    • /
    • pp.31-39
    • /
    • 2015
  • Pipe wall-thinning by flow-accelerated corrosion (FAC) and various types of erosion is a significant and costly damage phenomenon in secondary piping systems of nuclear power plants (NPPs). Most NPPs have management programs to ensure pipe integrity due to wall-thinning that includes periodic measurements for pipe wall thicknesses using ultrasonic tests (UTs). Nevertheless, thinning evaluations are not easy because the amount of thickness reduction being measured is often quite small compared to the accuracy of the inspection technique. U.S. Electric Power Research Institute (EPRI) had proposed Total Point Method (TPM) as a thinning occurrence evaluation method, which is a very useful method for detecting locally thinned pipes or fittings. However, evaluation engineers have to discern manually the measurement data because there are no numerical algorithm for TPM. In this study, numerical algorithms were developed based on non-parametric and parametric statistical method.

Evaluation of structural dynamic responses by stochastic finite element method

  • Li, Q.S.;Fang, J.Q.;Liu, D.K.
    • Structural Engineering and Mechanics
    • /
    • 제8권5호
    • /
    • pp.477-490
    • /
    • 1999
  • The uncertainties associated with structural parameters and dynamic loading are identified and discussed. Structural parametric uncertainties are treated as random variables and dynamic wind load is simulated as a random process. Dynamic wind-induced responses of structures with parametric uncertainties are investigated by using stochastic finite element method. The formulas for structural dynamic reliability analysis considering the randomness of structural resistance and loading are proposed. Two numerical examples of high-rise structures are presented to illustrate the proposed methodology. The calculated results demonstrate that the variation in structural parameters indeed influences the dynamic response and the first passage probability evaluation of structures.

Verification of diaphragm seismic design factors for precast concrete office buildings

  • Zhang, Dichuan;Fleischman, Robert B.;Lee, Deuckhang
    • Earthquakes and Structures
    • /
    • 제20권1호
    • /
    • pp.13-27
    • /
    • 2021
  • A new seismic design methodology has been developed for precast concrete diaphragms. Seismic design factors were used to be applied on top of diaphragm seismic design forces in the current code. These factors, established through extensive parametric studies, align diaphragm design strengths with different seismic performance targets. A simplified evaluation structure with a single-bay plan was used in the parametric studies. This simplified evaluation structure is reasonable and cost-effective as it can comprehensively cover structural geometries and design parameters. However, further verification and investigation are required to apply these design factors to prototype structures with realistic layouts. This paper presents diaphragm design of several precast concrete office buildings using the new design methodology. The applicability of the design factor to the office building was evaluated and verified through nonlinear time history analyses. The seismic behavior and performance of the diaphragm were investigated for the precast concrete office buildings. It was found that the design factor established for the new design methodology is applicable to the realistic precast concrete office buildings.

보강토 옹벽의 파괴거동에 대한 수치해석적 연구 (The Study of Numerical Analysis on Failure Behavior of Reinforced Soil Wall)

  • 김영민
    • 한국지반신소재학회논문집
    • /
    • 제7권3호
    • /
    • pp.9-16
    • /
    • 2008
  • 본 논문에서는 보강토 옹벽의 파괴거동을 탄소성이론에 의한 수치해석적으로 평가에 관한 연구내용을 다루었다. 우선, 보강토 옹벽의 기본적인 파괴거동에 대하여 검토하였다. 유한요소법을 사용하여 보강토 옹벽의 파괴거동에 영향을 미치는 주요 요인에 대하여 매개변수연구를 실시하였다. 주 검토목적으로는 보강토 옹벽의 파괴형상에 미치는 요인 및 영향에 대하여 분석하는 것이다. 뒤채움흙의 마찰각, 보강재 종류, 보강재 길이에 따른 파괴거동에 미치는 영향에 대하여 수치해석적 분석을 하였다.

  • PDF

비모수 검정을 활용한 자동차 기업의 상대적 경영 효율성 평가 (The Evaluation of Relative Management Efficiency of Automobile Companies Using Non-parametric Approach)

  • 하귀룡;최석봉
    • 지식경영연구
    • /
    • 제15권2호
    • /
    • pp.147-164
    • /
    • 2014
  • This paper investigated the efficiency of automobile firms by using several non-parametric approaches. First, using Data Envelopment Analysis (DEA), the paper has investigated the critical factors that determine the relative efficiency of management performance in automobile companies. Second, we examined how the firm size impact on the difference of this efficiency by using Kruskl-Wallis Test. Third, by using Mann-whitney test, we also investigated the difference of the efficiency accoss existence of technological innovation activity. Finally, the paper explored the relationship between technological innovation and management efficiency by using logistic regression model. The findings of this study provided practical information for inefficient automobile firms to find benchmarking firms and strategic position to improve their efficiency. The result also provided theoretical and methodological implications for those who explore factors affecting management efficiencies. Future research directions with the limitation of the study are discussed.

  • PDF

Quantile-based Nonparametric Test for Comparing Two Diagnostic Tests

  • Kim, Young-Min;Song, Hae-Hiang
    • Communications for Statistical Applications and Methods
    • /
    • 제14권3호
    • /
    • pp.609-621
    • /
    • 2007
  • Diagnostic test results, which are approximately normal with a few number of outliers, but non-normal probability distribution, are frequently observed in practice. In the evaluation of two diagnostic tests, Greenhouse and Mantel (1950) proposed a parametric test under the assumption of normality but this test is inappropriate for the above non-normal case. In this paper, we propose a computationally simple nonparametric test that is based on quantile estimators of mean and standard deviation, instead of the moment-based mean and standard deviation as in some parametric tests. Parametric and nonparametric tests are compared with simulations under the assumption of, respectively, normality and non-normality, and under various combinations of the probability distributions for the normal and diseased groups.

자기력 부상 시스템인 평형빔의 Integral Sliding Mode 제어기 : 이론과 실험적 평가 (Integral Sliding Mode Controller for Magnetically Suspended Balance Beam: Theory and Experimental Evaluation)

  • 이준호;이정석;박영수;이재훈;이기서
    • 대한전기학회논문지:시스템및제어부문D
    • /
    • 제49권9호
    • /
    • pp.526-537
    • /
    • 2000
  • This paper deals with a sliding mode controller with integral compensation in a magnetic suspension system The control scheme comprises an integral controller which is designed for achieving zero steady-steate error under step disturbance input and a sliding mode controller which is designed for enhancing robustness under plant parametric variations. A procedure is developed for determining the coefficients of the switching plane and integral control gain such that the overall closed-loop system has stable eigenvalues. A proper continuous design signal is introduced to overcome the chattering problem. The performance of a magnetically suspended balance beam using the proposed integral sliding mode controller is illustrated. Simulation and experimental results also show that the proposed method is effective under the external step disturbance and input channel parametric variations.

  • PDF

차량용 에어컨의 성능에 미치는 인자에 관한 연구 (Parametric Study on Performance of an Automobile Air Conditioner)

  • 박윤철;권기린
    • 동력기계공학회지
    • /
    • 제6권4호
    • /
    • pp.16-22
    • /
    • 2002
  • This study was conducted to find performance evaluation method for automobile air conditioner. Experimental facilities were constructed to simulate wide range of operating condition for the automobile air conditioner. Compressor speed was controled by variable speed electric motor and the power was measured through torque transducer and tachometer was used to measure compressor speed. Parametric studies were conducted in this study, to figure out effect of environment variables on the performance of the automobile air conditioner. The environmental variables are inlet air temperature, relative humidity and air flow rate for the evaporator and inlet air temperature and air flow rate for the condenser. Compressor speed is also changed. The results of this study shows that air flow rate of the evaporator is more sensitive to the performance of the automobile air conditioner than the other variables. However relative humidity of the inlet air of the evaporator strongly affects capacity rather that COP.

  • PDF

파라메트릭 모델링을 활용한 BIM기반 VE제안 관리 방안 (BIM-Based VE Proposal Management Using Parametric Modeling)

  • 김다인;최재현;이진강
    • 한국건축시공학회:학술대회논문집
    • /
    • 한국건축시공학회 2023년도 봄 학술논문 발표대회
    • /
    • pp.163-164
    • /
    • 2023
  • The technical proposal bidding system emphasizes the evaluation of the construction company's technical capabilities, with the aim of improving the quality and cost-effectiveness of the construction. However, in the VE analysis and proposal process for technical proposal bidding, the ideas are often reused from similar past construction projects, and the application of new construction technologies/methods is often lacking. Therefore, this study proposes a methodology for managing VE proposal information by integrating it into a BIM model using parametric modeling. This research developed database based on the existing VE proposals and new construction technology/method information from the Korea Institute of Civil Engineering and Building Technology. And by using parametric modeling, the proposed method integrate the VE database with BIM model. The methodology proposed in this study is expected to improve the reliability and effectiveness of VE-related idea proposals in technical proposal bidding.

  • PDF