• 제목/요약/키워드: Standard normal Distribution

검색결과 322건 처리시간 0.024초

정규분포를 활용한 이불과 가방에 대한 화재 하중 예측 방안 연구 (Prediction Method for Fire Load Prediction of Bedding and Bags Using a Standard Normal Distribution)

  • 김현도;남동군;조성우
    • 한국화재소방학회논문지
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    • 제29권4호
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    • pp.7-14
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    • 2015
  • 본 연구에서는 전통시장에서 취급하는 대표적 가연 물품인 이불과 가방을 취급하는 점포를 선정하고, 이에 대한 화재하중을 예측하여 향후 전통시장의 화재확산지연을 위한 방화구획 설정에 필요한 기초자료를 제공하는데 목적을 두고 있으며, 표준정규분포를 활용하여 공극률을 근거로 하여 화재하중을 구하였다. 이불의 평균 공극률은 98.7%, 가방의 평균 공극률은 94.39%로 나타났고, 이를 토대로 화재하중을 계산할 결과, 이불은 $29.9kg/m^2$, 가방은 $65.61kg/m^2$로 나타났다.

통계적 처리방법을 이용한 동해안 염해 오손물의 분포특성 (The Distribution Characteristics of Salt Contaminants with Statistical Method in East Coast)

  • 최남호;박강식;한상옥
    • 대한전기학회논문지:전기물성ㆍ응용부문C
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    • 제50권3호
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    • pp.130-135
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    • 2001
  • In this paper, the distribution characteristics of salt contaminants with the distance from sea in East coast, from Sokcho to Pusan of Korea peninsula were investigated to evaluate the design standard of KEPCO. To get the equivalent salt deposit density(ESDD), conventional brush wiping method was used. As the measuring period is comparatively short, and the measuring interval is long to check the maximum value, acquired ESDD data is very lower than the recommended value in the standard. The measured data didn't follow normal distribution, so it should take the statistical treatment. Through normalizing method, we could get a reliable probability data. In the past investigation, the accumulation characteristics of Japan is consulted to set the criterion, but the climatic condition of Korea is different to Japan. With the comparison of precipitation data and some measured data for long tern accumulation, we could set appropriate accumulation factor.

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조위의 확률밀도함수 변화에 따른 평균 및 표준편차 분석 (Analysis of the Mean and Standard Deviation due to the Change of the Probability Density Function on Tidal Elevation Data)

  • 조홍연;정신택;이길하;김태헌
    • 한국해안·해양공학회논문집
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    • 제22권4호
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    • pp.279-285
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    • 2010
  • 해안 구조물의 신뢰성 설계과정에서 조위자료를 정규분포로 가정하여 설계를 수행하는 경우가 빈번하다. 그러나 조위 자료는 쌍봉형 정규 분포 형태를 따르기 때문에 설계과정에서 등가 정규분포 개념에 근거하여 등가평균 및 등가표준편차를 추정하게 되며, 이 과정에서 정규분포를 가정한 경우의 추정 평균 및 표준편차와는 다른 추정오차가 발생하게 된다. 본 연구에서는 쌍봉형 정규분포 형태를 따르는 조위에 대하여 등가평균 및 등가표준편차를 추정하고, 정규분포를 가정하여 추정한 평균과 표준편차와 비교하였다 그 결과, 등가 매개변수 추정오차는 조위조건과 조위의 크기에 따라 크게 변하고 있는 것으로 파악되었다. 인천의 경우, ${\pm}400cm$ 조건에서 등가평균 및 등 가표준편차 추정편차는 각각 100 cm 이상, 80~100 cm 정도로 파악되었으며, 조석이 약한 포항에서는 ${\pm}60cm$ 조건에서 모두 2~4 cm 정도의 작은 추정 편차를 보이고 있는 것으로 파악되었다.

크롬도금 포열의 포구속도 확률분포 특성 분석 (Analysis of Probability Distribution of Muzzle Velocity for Chrome Plated Barrel)

  • 김재갑;김재훈
    • 한국군사과학기술학회지
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    • 제24권4호
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    • pp.401-407
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    • 2021
  • To confirm the change of muzzle velocity and the most suitable probability distribution model of the 155 mm K9 howitzer barrel with chrome plating and changed rifling. Using a statistical program, the muzzle velocity were plotted on a normal distribution, a 2-parameter and 3-parameter Weibull distribution on a probability paper. Also, statistical parameters were estimated and muzzle velocity fitness test and probability of K676 charge were plotted. In both the chrome-plated with standard rifling and changed rifling for K9 barrel, the 2-parameter and 3-parameter Weibull distribution were skewed to the left compared to the normal distribution. It was confirmed that the muzzle velocity of the K9 barrel with chromium-plated is suitable for the normal distribution and 3-parameter Weibull distribution model.

전기집진기 내부 유동 균일도 평가 기준인 ICAC EP-7과 %RMS 간 상관관계 (Relationship between ICAC EP-7 and %RMS, Standards for Gas Flow Uniformity inside Electrostatic Precipitators)

  • 신완호;홍원석;송동근
    • 한국대기환경학회지
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    • 제26권2호
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    • pp.234-240
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    • 2010
  • Gas flow uniformity is an important factor to guarantee particle removal performance of electrostatic precipitators (EP), and the gas flow uniformity is evaluated by a fraction of standard deviation to the mean of gas flow distribution (%RMS) or a technical standard, ICAC EP-7, provided by The Institute of Clean Air Companies. In this study, relationship between the ICAC EP-7 and %RMS in evaluation of gas flow uniformity was investigated in terms of flow velocity. The maximum values of %RMS for gas velocity distribution of normal distribution has been obtained, and the maximum values of %RMS with gas velocity distribution satisfying ICAC EP-7 standards were also evaluated. With gas flow distribution obtained from CFD analysis and physical model test of real EP, %RMS values were calculated and it was tested if those gas flow distribution satisfy the criteria specified in ICAC EP-7. The %RMS values satisfying criteria of ICAC have been appeared to have similar values with %RMS values calculated with normal distribution of gas velocities.

3차원 레이저 측정기를 이용한 절리 간극의 측정 (Measurement of Joint Aperture Using 3-D Laser Profilometer)

  • 이희석;이연규;이희근
    • 자원환경지질
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    • 제33권4호
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    • pp.309-320
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    • 2000
  • Aperture is an important parameter for determining the hydraulic characteristics of fractured media. In this study the topography of artificial rock joint surface was measured using 3D laser profilometer to analyze the aperture distribution. The initial aperture distribution was determined when the contact area became one percent of total joint surface. The initial aperture distribution of granite joint, with the mean value of 0.78 mm and the standard deviation of 0.34 mm was much different from that of the marble joint, with the mean value of 0.57 mm and the standard deviation of 0.26 mm. Apertures of both granite and marble showed normal distributions. Aperture distribution with the contact area of 25% was also analyzed. Mean value was decreased to one third compared to the initial aperture, but the standard deviation was decreased slightly. To determine the spatial correlation of the aperture distribution variogram analysis was carried out on the initial aperture data. Most experimental variograms were fitted well with exponential model. It is expected that the measured aperture characteristics can be used for stochastic analysis of fluid flow through rock joints.

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비정규 공정에서의 누적합 관리도 적용에 관한 연구 (A Study on the Application of CUSUM Control Charts under Non-normal Process)

  • 김종걸;엄상준;최성원
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2011년도 추계학술대회
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    • pp.535-549
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    • 2011
  • Control chart is most widely used in SPC(Statistical Process Control), Recently it is a critical issue that the standard control chart is not suitable to non-normal process with very small percent defective. Especially, this problem causes serious errors in the reliability procurement, such as semiconductor, high-precision machining and chemical process etc. Procuring process control technique for non-normal process with very small percent defective and perturbation is becoming urgent. Control chart technique in non-normal distribution become very important issue. In this paper, we investigate on research trend of control charts under non-normal distribution with very small percent defective and perturbation, and propose some variable-transformation methods applicable to CUSUM control charts in non-normal process.

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동형고사에서 표준점수차의 확률분포를 이용한 상사성의 측정과 평가치 산정에 관한 연구 (Study on Enumerating the Degree of Similarity in Pairs of the Stnadardized Scores and Lower and Upper tail Probabilites using the Folded Normal Distribution)

  • 홍석강
    • 한국수학교육학회지시리즈A:수학교육
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    • 제39권2호
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    • pp.167-177
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    • 2000
  • In this thesis we concerned with the degree of similarity in pairs of scores having a common mean and variance could express similarity in terms of the absolute difference between the standardized scores. We particulary discussed the distribution of absolute differences between pairs of T scores among many standardized scores and demonstrated the procedures for calculating the lower limit of Med(│d│) values i. e. the maximum possible similarity with medians and correlation coefficients of the equivalent form tests by using the folded normal distribution, although other researchers expressed the degree of similarity using only the standard normal distribution. We also described many cases how to use those techniques and to apply effectively them in real evaluation fields.

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A Research on the Somatotypes of Female College Students

  • Kwon, Sook-Hee
    • International Journal of Human Ecology
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    • 제8권1호
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    • pp.19-26
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    • 2007
  • The object of this research was to observe the female college 220 students of aged 19-24 for four years and to examine somatotypes distribution; this research intends to contribute to the fitness of clothes by studying the body distribution that affects the clothing structure. The measurement and wearing experiment for somatotypes are done years annually. The average, standard deviation and coefficient of variation was calculated by the SAS program. The research results are as follows: The three somatotypes of side view silhouette (straight type, bend-forward type, lean-back type) showed fairly even distribution. As a result of dressing experiment with the basic bodice pattern, the most influential factor on its suitability was found to be the neck area, shoulder and ease of bodice respectively. The partial body types to observe were categorized as: shoulder(normal, slope, squared), bust(A cup, B cup, C cup), hips (normal, droop, projecting). As for the result for full body type by BMI, normal type was most dominant, and for the categorization by drop, the type A which is with small breasts and large hips was most prevalent.

섬유강화금속적층재의 강도에 대한 통계적 평가 (The Statistical Evaluation of Strength in Fiber Reinforced Metal Laminates)

  • 손세원;장정원;이혜영
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 1994년도 추계학술대회 논문집
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    • pp.815-819
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    • 1994
  • In this paper, the tensile strength in aluminum alloy 5052, Kevlar 49-fiber reinforced aluminum alloy laminates, and Glass-fiber reinforced aluminum alloy laminates, is statistically evaluated. Prepregs manufactured in Han Kuk Fiber is used and FRMLs is cured by Hot-Press. Standard statistical are used to determine the distribution function which best fits FRMLs strength data. The normal,lpg-normal, and two-parameter Weibull distrbuttion are evaluated using the Kolmogoorov-Smirnov goodness-of-fit test. At the 5% significance level, none of these distribution is rejected. The strength of Aluminum alloy 5052 is best fits to a normal distribution. However, the strength of Kevlar 49-fiber reinforced aluminum alloy laminates and Glass-fiber reinforced aluminum alloy laminates is best fits to a two-parameter Weibull distribution.

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