• 제목/요약/키워드: Test data analysis

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단계양수시험 해석 방법에 따른 우물 및 수리 상수 변동 분석 (Comparisons of Different Step-drawdown Test Analysis Methods; Implication for Improrvced Analysis for Step-drawdown Test Data)

  • 안효원;하규철;이은희;도병희
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제25권4호
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    • pp.35-47
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    • 2020
  • Step-drawdown test is one of the widely-used aquifer test methods to evaluate aquifer and well losses. Various approaches have been suggested to estimate well losses using the step-drawdown test data but the uncertainties associated with data interpretation and analysis still exist. In this study, we applied three different step-drawdown test analysis methods -Jacob (1947), Labadie and Helweg (1975), Gupta (1989)- to the step-drawdown test data in Seobu-myeon, Hongseong-gun, South Korea and estimated aquifer and well losses. Comparisons of different step-drawdown test analysis methods revealed that the estimated well losses showed different values depending on the applied methods and these variations are likely to be related to the limitation of the assumptions for each analysis method. Based on the detailed analysis of time-drawdown data, we performed step-drawdown test analysis after removing outlier data during the initial stage of step drawdown test. The results showed that the application of the revised time-drawdown data could substantially decrease the error of the analysis as well as the variations in the estimated well losses from different analysis methods.

An Adequacy Based Test Data Generation Technique Using Genetic Algorithms

  • Malhotra, Ruchika;Garg, Mohit
    • Journal of Information Processing Systems
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    • 제7권2호
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    • pp.363-384
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    • 2011
  • As the complexity of software is increasing, generating an effective test data has become a necessity. This necessity has increased the demand for techniques that can generate test data effectively. This paper proposes a test data generation technique based on adequacy based testing criteria. Adequacy based testing criteria uses the concept of mutation analysis to check the adequacy of test data. In general, mutation analysis is applied after the test data is generated. But, in this work, we propose a technique that applies mutation analysis at the time of test data generation only, rather than applying it after the test data has been generated. This saves significant amount of time (required to generate adequate test cases) as compared to the latter case as the total time in the latter case is the sum of the time to generate test data and the time to apply mutation analysis to the generated test data. We also use genetic algorithms that explore the complete domain of the program to provide near-global optimum solution. In this paper, we first define and explain the proposed technique. Then we validate the proposed technique using ten real time programs. The proposed technique is compared with path testing technique (that use reliability based testing criteria) for these ten programs. The results show that the adequacy based proposed technique is better than the reliability based path testing technique and there is a significant reduce in number of generated test cases and time taken to generate test cases.

공작 기계의 신뢰성 평가를 위한 웹 기반 해석 프로그램 개발 (Development of a Web-based Analysis Program for Reliability Assessment of Machine Tools)

  • 강태한;김봉석;이수훈;송준엽;강재훈
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 2004년도 추계학술대회 논문집
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    • pp.369-374
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    • 2004
  • Web-based analysis programs for reliability assessment of machine tools were developed in this study. First, the reliability data analysis program was developed to search for failure rate using failure data and reliability test data of mechanical part. Second, failure mode analysis was developed through performance tests like circular movement test vibration test for machine tools. This analysis program shows correlation between failure mode and performance test result. Third, tool life was predicted by correlation between flank wear and cutting time, using the extended Taylor tool life equation in turning data and the equivalently converted equation in order to apply ball endmill data to Taylor tool life equation in milling data. All the information related to input and result data can be stored in theses programs.

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수질자료의 추세분석을 위한 비모수적 통계검정에 관한 연구 (A Study of Non-parametric Statistical Tests to Analyze Trend in Water Quality Data)

  • 이상훈
    • 환경영향평가
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    • 제4권2호
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    • pp.93-103
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    • 1995
  • This study was carried out to suggest the best statistical test to analyze the trend in monthly water quality data. Traditional parametric tests such as t-test and regression analysis are based on the assumption that the underlying population has a normal distribution and regression analysis additionally assumes that residual errors are independent. Analyzing 9-years monthly COD data collected at Paldang in Han River, the underlying population was found to be neither normal nor independent. Therefore parametric tests are invalid for trend detection. Four Kinds of nonparametric statistical tests, such as Run Test, Daniel test, Mann-Kendall test, and Time Series Residual Analysis were applied to analyze the trend in the COD data, Daniel test and Mann-Kendall test indicated upward trend in COD data. The best nonparametric test was suggested to be Daniel test, which is simple in computation and easy to understand the intuitive meaning.

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A Study of Choice for Analysis Method on Repeated Measures Clinical Data

  • Song, Jung
    • 대한임상검사과학회지
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    • 제45권2호
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    • pp.60-65
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    • 2013
  • Data from repeated measurements are accomplished through repeatedly processing the same subject under different conditions and different points of view. The power of testing enhances the choice of pertinent analysis methods that agrees with the characteristics of data concerned and the situation involved. Along with the clinical example, this paper compares the analysis of the variance on ex-post tests, gain score analysis, analysis by mixed design and analysis of covariance employable for repeating measure. Comparing the analysis of variance on ex post test, and gain score analysis on correlations, leads to the fact that the latter enhances the power of the test and diminishes the variance of error terms. The concluded probability, identified that the gain score analysis and the mixed design on interaction between "between subjects factor" and "within subjects factor", are identical. The analysis of covariance, demonstrated better power of the test and smaller error terms than the gain score analysis. Research on four analysis method found that the analysis of covariance is the most appropriate in clinical data than two repeated test with high correlation and ex ante affects ex post.

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A Profile Analysis about Thermal Life Data of Electrical insulating materials at Accelerated Life Test

  • Bark, Shim-Kyu
    • 한국멀티미디어학회논문지
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    • 제13권12호
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    • pp.1814-1819
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    • 2010
  • Since 1987, when statistical analyzing guide for thermal life test of Accelerated Life Test(ALT) was proposed as ANSI/IEEE Std 101, this guide has been used widely for many experiment data. Shim(2004) had done Monte Carlo simulation to compare life of two different systems or materials, based on statistic values obtained from ANSI/IEEE Std 101 data. In this study, a profile analysis is proposed for comparing life of two different systems or materials, and some examples using pre-existing data are given.

메뉴 구조의 필드간의 상호 연관관계를 기반으로 한 테스트 데이타 자동 생성 도구 (A Test Data Generation Tool based on Inter-Relation of Fields in the Menu Structure)

  • 이윤정;최병주
    • 한국정보과학회논문지:컴퓨팅의 실제 및 레터
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    • 제9권2호
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    • pp.123-132
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    • 2003
  • 품질 인증 테스트는 소프트웨어의 품질을 결정하고 보증하기 위하여 인증 기관에서 제품 개발 후에 수행하는 테스트로써 해당 제품의 소스 코드 없이 제품 매뉴얼의 분석을 통하여 테스트가 이루어지는 경우가 대부분이다. 본 논문에서는 제품 매뉴얼에 기반한 테스트 데이타 생성을 위하여, 소프트웨어 패키지와 매뉴얼 분석 데이타로부터 테스트 데이타를 생성하는 것을 자동화한 '테스트 데이터 자동 생성 도구'(Manual-based Automatic Test data generating tool: MaT)를 구현한다. MaT의 입력 데이타는 소프트웨어 패키지와 매뉴얼의 분석 결과인데, 입력 데이타 구성을 위하여 '메뉴 기반 테스트 분석 모델'을 제안한다. 본 도구를 소프트웨어 패키지의 품질 인증 테스트에 적용함으로써 품질과 신뢰도가 향상된 소프트웨어 제품 개발에 기여할 수 있게 된다.

실선의 추진성능 해석기법에 관한 연구 (Analysis on the Propulsive Performance of Full Scale Ship)

  • 양승일;김은찬
    • 한국기계연구소 소보
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    • 통권9호
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    • pp.183-191
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    • 1982
  • This report describes the analysis method of the full-scale propulsive performance by using the data of model test and the full-scale speed trial. The model test data were analyzed by the computer program "PPTT" based on "1978 ITTC Performance Prediction Method for Single Screw Ships." Also the full-scale speed trial data were analyzed by the computer program "SSTT" based on the newly proposed “SRS-KIMM Standard Method of Speed Trial Analysis." An analysis of model and full-scale test data was carried out for a 60.000 DWT Bulk Carrier and the correlation between model and full-scale ship was stuied.

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고장모드 분석 프로그램을 통한 공작기계의 신뢰성 평가 (Reliability Assessment of Machine Tools Using Failure Mode Analysis Programs)

  • 김봉석;이수훈;송준엽;이승우
    • 한국공작기계학회논문집
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    • 제14권1호
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    • pp.15-23
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    • 2005
  • For reliability assessment for machine tools, failure mode analyses by two viewpoints were studied in this paper. First, this study developed the reliability data analysis program, which searches f3r optimal failure distribution like failure rate or MTBF(Mean Time Between Failure) using failure data and reliability test data of mechanical parts in the web. Moreover, this data analysis program saves both failure data or reliability data and their failure rate or MTBF for database establishment. Second, this paper conducted failure mode analysis through such performance tests as circular movement test and vibration testing for machine tools when reliability data is not available. A developed web-based analysis program shows correlations between failure mode and performance test result and also accumulates all the data. These kinds of data analysis programs and stored data furnish valuable information for improving the reliability of mechanical system.

외부장착물지지 주익구조 정적 시험 및 해석 (Static Test and Analysis of Wing Support Structure for External Stores)

  • 엄원섭;윤종민
    • 항공우주시스템공학회지
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    • 제9권1호
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    • pp.28-34
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    • 2015
  • Armed aircraft of a basic trainer class installs external stores under wing box by using pylon and performs an operation such as weapon delivery and jettison, and should be designed to withstand all kinds of loads applied to external stores. The static strength test of pylons and wing box was performed to assess the static strength of pylon and their support structures for substantiation. Based on the test, the structures were verified to fully satisfy a given design requirement. In this paper, methods of test load generation of wing box and pylon, evaluation of test result data and design result of test set-up were presented. Comparing the FEM analysis with the same test data can lead to good match and reasonable deviation between both. Finally, based on the test and the analysis, the static strength of test article was substantiated and the reliability and effectiveness of analysis math model were obtained.