• Title/Summary/Keyword: 이상치 검정

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KEPIC 화재분야의 적용성을 위한 국내.외 소방용품 성능 검증

  • Ha, Dong-Myeong;Kim, Dong-Il;Kim, Dong-Seok;Choe, Mun-Su;Yu, Ho-Jeong;Park, Sang-Hun
    • Proceedings of the Korea Institute of Fire Science and Engineering Conference
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    • 2013.11a
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    • pp.218-218
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    • 2013
  • 원자력발전소 화재방호기준인 KEPIC 원자력발전소 화재방호기준과 대부분의 소방시설관련 NFPA 기준에서는 소방시설 또는 소방시설에 사용하는 구성품(이하 "소방용품"이라 한다)은 관할기관(AHJ : Authority Having Jurisdiction) 받아들일 수 있는 인증(Approved) 되거나 등록된(Listed)된 제품을 사용하도록 규정되어 있다. 따라서 KEPIC 기준이 국내 원자력 발전소에 적용되기 위한 선결과제로 KEPIC 기준에서 요구하는 소방용품의 수급이 원활이 이루어질 수 있는지의 검토가 필요하다. KEPIC 기준은 대부분 NFPA 기준을 적용하고 있기 때문에 KEPIC 기준대로 설계가 이루어지려면 NFPA 기준에서 요구하는 동등이상의 구조와 성능을 갖는 소방용품으로 소방시설을 설치할 필요가 있다. 미국의 경우 일반적으로 UL인증제품이나 FM인증제품이 NFPA 기준에서 의미하는 관할기관이 요구하는 인증 및 등록된 제품으로 인정되고 있으나, 국내의 경우 소방관계법규에 근거하여 정부규격(소방방재청 고시)에 의해 주요 소방용품에 대한 의무검정제도를 운영하고 있어 원자력발전소 화재방호에 KEPIC 기준을 적용할 경우 소방용품의 수급이 원활치 않을 수 있으므로 국내에서 검정받은 소방용품으로 대체할 수 있는 지의 검토가 필요하다. 이에 따라, 국내 소방검정제도와 미국 UL인증제도를 비교하고 또한 국내 기술기준과 UL인증 시험기준이 있는 대표적 주요 소방용품 10가지에 대한 국내검정기준과 미국 UL인증 시험기준의 비교분석 등을 통하여 원자력발전소 화재방호에 KEPIC기준이 적용될 경우에 합리적인 소방용품의 적용방안에 대하여 검토하였다.

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Influence in Testing the Equality of Two Covariance Matrices (두개의 공분산 행렬의 동질성 검정에서의 영향치 분석)

  • Myung Geun Kim
    • The Korean Journal of Applied Statistics
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    • v.7 no.2
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    • pp.213-224
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    • 1994
  • A diagnostic method useful for detecting outliers in testing the equality of two covariance metrics is developed using the influence curve approach. This method is easily generalized to more than two covariance matrices. A sample version for the influence measure of detecting outliers is considered based on the empirical distribution functions. The sample version includes as its component terms the well-known test statistic for detecting one outlier at a time introduced by Wilks and its generalization to the two-group case.

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Estimation of Berthing Velocity Using Probability Distribution Characteristics in Tanker Terminal (확률분포 특성을 이용한 탱커부두에서의 선박접안속도 예측값 추정)

  • Lee, Sang-Won;Cho, Jang-Won;Cho, Ik-Soon
    • Journal of Navigation and Port Research
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    • v.43 no.3
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    • pp.186-196
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    • 2019
  • Berthing energy is majorly influenced by the berthing velocity. It is necessary to design an appropriate berthing velocity for each pier, since excessive berthing velocity can cause berthing accident causing damage to the ship and pier. In this study, as a statistical approach for berthing velocity, the probability distributions suitable for the berthing velocities were confirmed using the K-S test, the A-D test and the Q-Q plot. As a result, the frequency distribution of the berthing velocity was found to be suitable using the Weibull distribution as well as the lognormal distribution. Additionally, the predicted values obtained through estimation of the berthing velocity using the concept of probability of exceedance in this study is proposed as a reference of design berthing velocity. It can be observed that the design berthing velocity is set to be somewhat low so that it does not practically match with the reality. This study and its results can be expected to contribute to the development of a proper design velocity calculation method.

Utilization Evaluation of Water Level Data for Agricultural Reservoir Flood Analysis (저수지 홍수분석을 위한 저수위 자료의 활용성 평가)

  • Lee, Jaenam;Shin, Hyungjin;Lee, Jaeju;Kang, Munsung
    • Proceedings of the Korea Water Resources Association Conference
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    • 2019.05a
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    • pp.383-383
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    • 2019
  • 우리나라는 전국에 약 17,500여개의 크고 작은 농업용저수지가 있으며, 이 중 약 89%는 설치된 지 40년이 지나 노후화가 이뤄지고 있다. 최근에는 기후변화 영향으로 홍수피해가 대형화되고 있어 농촌지역의 홍수재해 발생시 저수지 하류부의 인명피해 및 농경지 침수피해는 증가될 것으로 예상된다. 한국농어촌공사는 농업용저수지의 효율적인 물관리 및 재해방지를 위해 자동수위계측기를 활용한 실시간 저수위 자료를 구축하고 있다. 기후변화에 따른 홍수피해를 신속하게 대응하기 위해서는 과거 홍수사상에 대한 저수지 모델링을 수행하고 그 결과를 농촌지역 풍수해 방지를 위한 의사결정 자료로 활용하게 된다. 기상예측정보의 활용에 앞서 농업용저수지의 홍수모의가 과거 수문사상을 현실적으로 재현하는지를 검토할 필요가 있어 본 연구에서는 저수지 홍수분석의 검정자료인 저수위 자료에 대한 활용성 평가를 수행하였다. 대상저수지는 ${{\circ}{\circ}}$농촌용수구역 내 위치한 ${{\circ}{\circ}}$저수지로 하고, 10분 단위의 저수위 자료를 활용하였다. 연도별 원시자료에 대한 결측, 불량자료, 이상치 등을 검토하고, 그 결과에 대한 유형분석을 수행하였다. 본 연구결과는 과거 홍수사상에 대한 농업용저수지 홍수모의 분석 및 검정을 통해 강우레이더 등 기상예측정보 기반의 농촌지역 홍수피해 산정결과의 신뢰도를 향상시킬 수 있을 것으로 기대한다.

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Genetic Parameters for Milk Production and Somatic Cell Score of First Lactation in Holstein Cattle with Random Regression Test-Day Models (임의회귀 검정일 모형을 이용한 홀스타인 젖소의 1산차 산유형질 및 체세포지수에 대한 유전모수)

  • Lee, D.H.;Jo, J.H.;Han, K.G.
    • Journal of Animal Science and Technology
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    • v.45 no.5
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    • pp.739-748
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    • 2003
  • The objective of this study was to estimate genetic parameters for test-day milk production and somatic cell score using field data collected by dairy herd improvement program in Korea. Random regression animal models were applied to estimate genetic variances for milk production and somatic cell score. Heritabilities for milk yields, fat percentage, protein percentage, solid-not-fat percentage, and somatic cell score from test day records of 5,796 first lactation Holstein cows were estimated by REML algorithm in single trait random regression test-day animal models. For these analyses, Legendre polynomial covariate function was applied to model the fixed effect of age-season, the additive genetic effect and the permanent environment effect as random. Homogeneous residual variance was assumed to be equal throughout lactation. Heritabilities as a function of time were calculated from the estimated curve parameters from univariate analyses. Heritability estimates for milk yields were in range of 0.13 to 0.29 throughout first lactation. Heritability estimates for fat percentage, protein percentage and solid-not-fat percentage were within 0.09 to 0.11, 0.12 to 0.19 and 0.17 to 0.23, respectively. For somatic cell score, heritabilities were within 0.02 to 0.04. Heritabilities for milk productions and somatic cell score were fluctuated by days in milk with comparing 305d milk production.

Application of Jackknife Method for Determination of Representative Probability Distribution of Annual Maximum Rainfall (연최대강우량의 대표확률분포형 결정을 위한 Jackknife기법의 적용)

  • Lee, Jae-Joon;Lee, Sang-Won;Kwak, Chang-Jae
    • Journal of Korea Water Resources Association
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    • v.42 no.10
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    • pp.857-866
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    • 2009
  • In this study, basic data is consisted annual maximum rainfall at 56 stations that has the rainfall records more than 30years in Korea. The 14 probability distributions which has been widely used in hydrologic frequency analysis are applied to the basic data. The method of moments, method of maximum likelihood and probability weighted moments method are used to estimate the parameters. And 4-tests (chi-square test, Kolmogorov-Smirnov test, Cramer von Mises test, probability plot correlation coefficient (PPCC) test) are used to determine the goodness of fit of probability distributions. This study emphasizes the necessity for considering the variability of the estimate of T-year event in hydrologic frequency analysis and proposes a framework for evaluating probability distribution models. The variability (or estimation error) of T-year event is used as a criterion for model evaluation as well as three goodness of fit criteria (SLSC, MLL, and AIC) in the framework. The Jackknife method plays a important role in estimating the variability. For the annual maxima of rainfall at 56 stations, the Gumble distribution is regarded as the best one among probability distribution models with two or three parameters.

Evaluation of External Quality of Brand Soybeans (콩 시판 브랜드 제품의 외관 품질 평가)

  • Jong, Seung-Keun;Woo, Shun-Hee;Kim, Hong-Sig
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.52 no.3
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    • pp.239-248
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    • 2007
  • Although high nutritional values and continuous identification of important functional substances of soybean [Glycine max (L.) Merrill.] promote consumption of soybean products worldwide, informations on quality of brand soybean is not enough for consumers. Total of 100 brand soybeans [32 for soypaste and source, 45 black testa (lage), and 17 black testa (small) or medicinal soybean and beansprout soybean] were collected at supermarkets and several external quality factors were analyzed. Brand soybeans were marked with the environmental friendly and intimating words along with soybean (white or yellow), black soybean (black-, frost-, late frost-, green or inner-green-), medicinal soybean and beansprout soybean. Among 100 brand soybeans 30% was 1 kg package and 59% was 500 g package, difference between printed and actual weights of 70% brand soybeans was ${\pm}1%$ and weights of 2/3 of brand soybeans were higher than printed weight. Range of 100 seed weights of soypaste and source, black testa (large) and black testa (small) and beansprout soybeans were $23.7{\sim}47.8g$, $21.9{\sim}44.5g$ and $9.5{\sim}15.0g$, respectively. Although ranges of 100 seed weights of soypaste and source and black testa (large) soybeans were similar, 63% of soypaste and source were less than 29 g, while 78% of black testa (large) soybeans were higher than 30 g. Although average and highest percentages of seeds separated with 6.7 mm sieve were similar with 87.4% and 99.9% for soypaste and source soybean and 86.5% and 99.5% for black testa (large) soybean, respectively, the lowest percentages were 70.7% for soypaste and source soybean and 14.4% for black testa (large) soybean. When 100 seed weight was greater than 35 g, 90% of seeds were remained on 6.7 mm sieve. On the other hand 100 g weight and percentage of seeds remained on 6.7 mm sieve showed significantly positive correlations [r=0.7488** for soypaste and source soybean and r=0.7874** for black testa (large) soybean when 100 seed weight was $20{\sim}30g$. Based on hilum color and/or appearance, 76% of brand soybeans collected (more than 90% in yellow testa soybeans) were found to be mixed more than 10% with other cultivars or landraces. Foreign materials such as sand, piece of clothe, wood piece, dead insects, other soybeans were found in 20% of brand soybeans. Average test weight of brand soybeans was 762g $L^{-1}$ with a range of $645{\sim}820g\;L^{-1}$. Soybeans from local markets were as good as brand soybeans in 100 seed weight, uniformity of seeds, weight of foreign materials and test weight.

Estimation of design flood derived by regional frequency analysis (지역빈도분석에 의한 금강유역의 설계홍수량 산정)

  • Da Ye Kim;Seung Jin Maeng
    • Proceedings of the Korea Water Resources Association Conference
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    • 2023.05a
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    • pp.104-104
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    • 2023
  • 최근 2017년 청주, 천안의 홍수, 2020년 용담댐 상류와 대청댐 상류의 홍수, 2022년 청주의 도시침수를 비롯한 서울 도심의 침수피해와 같은 홍수 발생은 지역의 국민들에게 막대한 재산상의 피해를 입히고 있다. 국가적 차원에서 치수의 목적을 달성하고 경제적으로 적절한 규모의 수리구조물을 설계하기 위해 하천의 주요지점에 대한 신뢰성 있는 설계홍수량의 제시는 반드시 필요한 현실에 직면해 있다. 특히 해당 지점의 수리시설물은 점빈도분석에 의한 설계홍수량을 적용하나, 관측자료가 없는 미계측 지점에 위치한 수리시설물은 지역빈도분석에 의한 설계홍수량을 산정하여 적용해야 한다. 이에 본 연구에서는 금강 유역을 대상으로 점빈도분석과 지역빈도분석에 의한 설계홍수량 결과를 비교·분석하고자 한다. 지역빈도분석을 위한 수위관측소의 선정은 금강유역 80개 수위관측소 중 장기간 연최대홍수량 자료가 있고 유량자료의 연결성 및 신뢰성이 확보된 46개수위관측소를 대상으로 하였다. 46개 수위관측소의 연최대홍수량 계열을 대상으로 동질성, 독립성 및 이상치 검정을 수행하였으며, 세 가지 검정 모두 적절한 수위 관측소 지점은 36개 지점으로 분석되었다. 36개 수위관측소의 기본통계치(평균, 표준편차, 분산, 왜곡도 및 첨예도)를 산정한 후 3변수 Gamma 분포 계열인 GEV, GLO, GPA의 확률 분포를 적용하였다. 확률 분포별 매개변수는 전산화를 통해 L-모멘트의 차수를 0~4까지 변화시켜 LH-모멘트법에 적용하였다. LH-모멘트법에 의해 산정된 확률 분포들의 매개변수를 적용하여 적합도 검정을 수행하였다. 지역빈도분석을 위해 36개 수위관측소를 K-Means clustering 방법을 통해 4개 지역으로 구분하였다. 이를 통해LH-모멘트의 적정차수와 확률 분포에 따른 점빈도분석(지점 대상)과 지역빈도분석(지역 대상) 결과인 설계홍수량을 산정하였으며, 점빈도분석과 지역빈도분석에 의해 산정된 설계홍수량간의 분석결과를 제시하였다. 본 연구를 통해 수리구조물 설계 시 안정적인 조건 제시 및 관리체계 구축에 기여하고 방재대책 수립 시 경제·사회적 요소를 반영한 합리적 방안을 제시하고자 한다.

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Probabilistic Distribution and Variability of Geotechnical Properties with Randomness Characteristic (무작위성을 보이는 지반정수의 확률분포 및 변동성)

  • Kim, Dong-Hee;Lee, Ju-Hyoung;Lee, Woo-Jin
    • Journal of the Korean Geotechnical Society
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    • v.25 no.11
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    • pp.87-103
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    • 2009
  • To determine the reliable probabilistic distribution model of geotechnical properties, outlier and randomness test for analysis data, parameter estimation of probabilistic distribution model, and goodness-of-fit test for model parameter and probabilistic distribution model have to be performed in sequence. In this paper, the probabilistic distribution model's geotechnical properties of Songdo area in Incheon are estimated by the above proposed procedure. Also, the coefficient of variation (COV) representing the variability of geotechnical properties is determined for several geotechnical properties. Reliable probabilistic distribution model and COV of geotechnical properties can be used for probability-based design procedure and reasonable choice of design value in deterministic design method.

Relationship Between Ultrasonic and Carcass Measures for Meat Qualities in Hanwoo Steers (한우 거세우에 있어서 생체단층조사기법에 의한 육질판정과 도축 육질 측정치와의 관계)

  • Kim, H. C.;Lee, D. H.;Choi, S. B.;Jeon, G. J.
    • Journal of Animal Science and Technology
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    • v.45 no.2
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    • pp.183-190
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    • 2003
  • Data from live animal real time ultrasound (RTU) measures from 127 Hanwoo steers were used to assess nutritional physiology and relationship between RTU measures and real carcass measures represented meat quality. Traits considered were longissimus muscle area, fat thickness, and marbling score imaged and scanned using RTU by month and those of carcass measures at about 24 month of age. On this study, increasing pattern for longissimus muscle area would be closely related to growth pattern (p<0.01) and it of fat thickness would be related to quadratic effect of ages. Marbling score would be related to aging, that is, individual deviates of scores were distinctly characterized after 17 mo. even though they were started at about 11 mo. Correlation estimates between RTU measures and corresponding carcass traits were over 0.6 after 17 month of age for all traits considered and these estimates were high as 0.90 after 22 month of age. From this study, Real-time ultrasound measurement would be valuable after 15-17 mo. and measures at about 22 mo. would be helpful to decide age for slaughtering. To utilize these techniques for beef cattle breeding via progeny testing program, 15 mo. RTU measures would be efficiency rather than 12 mo. of other beef breeds. Further study to find genetic variation of RTU measures was needed to utilize these technologies for beef breeding.