• 제목/요약/키워드: Standard normal Distribution

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Reliability analysis on fatigue Strength for Certification of Aircraft Composite Structures

  • Choi, Cheong Ho;Lee, Doo Jin;Jo, Jae Hyun;Bae, Sung Hwan;Lee, Myung Jik;Lee, Jong Ho
    • 항공우주시스템공학회지
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    • 제15권2호
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    • pp.16-25
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    • 2021
  • Reliability of fatigue strength on Aircraft Composites(GFRP) Structures was assessed in this paper. Fatigue strength of GFRP was used through the existing fatigue test data with Monte Carlo method. The Sa-Nf curve of composites fatigue strength was assumed as normal distribution and reliability was analyzed using SSIT model. Fatigue stress was designed IAW ASTM F3114-15 with special safety factor of Ssf=1.2~2.0. Reliability was calculated by analytic method and FORM. Sensitivity for the effect of mean and standard deviation of fatigue strength as well as fatigue stability was evaluated. This result can be usefully applied to reliability and fatigue design for composite structures of light weight aircraft.

통항분포함수 축방향 의존성에 관한 연구 (A Study on the Axial Dependence of the Traffic Distribution Function)

  • 유상록;강상근
    • 해양환경안전학회지
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    • 제21권2호
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    • pp.179-187
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    • 2015
  • 본 연구의 목적은 통항분포함수 계산 시 적용하는 기준선의 방향과 기준점의 수평위치 및 수직위치에 따라서 통항분포함수가 변하는 양상을 식별하기 위한 것이다. 목포항 입구에 있는 항로를 대상으로 2013년 1월달의 AIS 실측자료를 이용하여 기준선의 방향(${\theta}$), 수평위치($\mathfrak{L}_H$) 및 수직위치($\mathfrak{L}_V$) 등의 3가지 변수가 통항분포함수의 평균($\bar{x}$)과 표준편차(${\delta}$)에 미치는 영향을 실험하였다. 실험결과, ${\theta}$에 따라 추출되는 샘플 데이터가 달라지기 때문에 ${\theta}$의 변화에 따라서 $\bar{x}$${\delta}$가 변화됨을 나타냈고, ${\theta}$에 따른 $\bar{x}$${\delta}$의 변화는 사인(sine)함수 합의 관계로 도출되었다. 또한 항로가 복잡한 해역에서 최적의 통항분포함수를 결정하기 위해서는 ${\delta}$의 변화 값이 최소가 되는 ${\theta}$을 기준선의 방향으로 설정하는 것이 타당함을 알았다. 본 연구의 결과는 정규분포가 보다 더 정량화된 수치로 표현되어 해상교통흐름을 파악하고 해상교통안전관리 의사결정을 위한 기초자료로 활용될 것으로 판단된다.

모 규조토 가공업체의 규조토 분진 폭로평가 및 개선방향에 관한 연구 (A Study Evalucation of Worker Exposure to Diatomaceous Earth Dust and Engineering Control in a Diatomite Factory)

  • 정희경;김지용;정해관;임현술
    • 한국산업보건학회지
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    • 제4권1호
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    • pp.81-95
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    • 1994
  • This study was performed in a diatomite factory where silicosis had been found at October, 1993. The major objectives were to evaluate worker exposure to diatomaceous earth and to present engineering control methods for workplace management. Total and respirable dust of diatomaceous earth were measured. Size distribution of dust was analyzed by applying the multiple diffraction method. Also crystalline silica in respirable dust samples was analyzed qualitatively by X-ray diffraction. The suitable Local Exhaust Ventilation systems for that factory were recommended. The results were as follows. The airborne total and respirable dust concentrations by exposure groups showed approximate normal distribution. The means of total dust exposures at flour maufacturing, fire brick grinding and packaging, ceramic raws packaging processes exceeded Korean and ACGIH standards, $10mg/m^3$. The means of total and respirable dust concentrations to high exposure groups were 6.8 and 3.9 times higher than those of low expousre groups, respectively. The size distribution of diatomaceous earth dust was lognormal with a median diameter of $7.07{\mu}m$(range, $0.10-60.0{\mu}m$) and with a geometric standard deviation of 1.43. The crystalline silica in respirable dust samples was identified to quartz and cristobalite and/or tridymite. Above results suggest that engineering controls and periodic environmental and medical surveillances will be important for preventing silicosis in the diatomite factory.

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Knowledge Distribution of Business and Science for Development of Packaging from Water Hyacinth

  • UDOMPHOCH, Phinyo;WONGSIRI, Charoensap;MANEEDANG, Weerapattra;PORMSILA, Worapan
    • 유통과학연구
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    • 제20권8호
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    • pp.81-91
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    • 2022
  • Purpose: The work aimed to integrate and distribute the knowledge of marketing and chemistry for product development, in which individual packaging from water hyacinth was ideal. Research design, data, and methodology: A customer perception was surveyed to guide the preparation process, and eco-packaging preparation followed the perception study. The satisfaction with the packaging using the 4Ps was determined. Results: 159 samples participated in the survey to establish their perceptions. They perceived that eco-packaging was a friendly environment with a score of 4.47. The uses of chemicals and water were less. The design for other functions than a normal function of packaging was preferred. The pulping was done using 3.0 M NaOH. The natural additives of carboxymethyl cellulose (defibering) and corn starch (adhesive) were desired. The paper was characterized according to The National Standard of Kraft paper and was equivalent to the liner board. The prototype of packaging was fabricated as individual packaging. The marketing mix was used to survey 200 samples. The satisfaction with the product was the maximum at 4.53, while the minimum was on price. The online channel was preferred to access the product. Conclusions: Water hyacinth could be added value as eco-packaging that the qualities of pulp were equal to the Kraft paper. Individual packaging from water hyacinth was satisfied.

우리나라 신생아의 재태 연령에 따른 출생체중의 정상치 : Finite Mixture Model을 이용하여 (Birth Weight Distribution by Gestational Age in Korean Population : Using Finite Mixture Modle)

  • 이정주;박창기;이광선
    • Clinical and Experimental Pediatrics
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    • 제48권11호
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    • pp.1179-1186
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    • 2005
  • 목 적 : 재태 연령에 따른 신생아 출생체중의 정상치를 아는 것은 자궁내 발육부전과 과출생 체중아를 진단하여 의사들은 고위험 신생아를 조기에 진단하고 치료하여 이들의 유병률과 사망률을 줄일 수 있고, 의료정책 입안자들은 이들에 대한 적절한 의료서비스의 개발과 건강관리 프로그램을 개발하고 시행하는데 도움을 줄 수 있다. 이에 저자들은 우리나라의 재태 연령에 따른 출생체중의 기준치를 구하고자 본 연구를 시행하였다. 방 법 : 2001년 1월 1일부터 2003년 12월 31일까지 3년간 통계청의 인구동태자료 중 출생 자료에 기록되어 있는 1,552,375명 중 재태 연령이 24주에서 44주 사이의 단태아 1,509,763명을 대상으로 재태 연령에 따른 평균값과 표준편차를 구하고 10, 25, 50, 75, 90 백분위수를 구하였다. 또한 각 재태 연령별 분포곡선이 정규분포를 따르는지 알아보았다. 이중 정규분포를 따르지 않거나 쌍봉형을 나타내는 재태 연령에서 유한 혼합 모델을 이용하여 오류의 값을 제거하고 다시 평균과 표준편차 그리고 10, 25, 50, 75, 90 백분위수를 구하고 이에 따른 곡선을 그렸다. 결 과 : 원시자료를 통해 얻은 재태 연령에 따른 출생체중 곡선은 27주에서 32주 사이에 심한 혹이 나타난다. 이에 따라 재태 연령별 출생체중의 분포를 그렸을 때 24주에서 27주까지는 우측으로 긴 꼬리를 가지는 치우친 곡선을 보였고 28주에서 32주까지는 상봉형의 곡선을 보였다. 그리고 그 이후에는 거의 정규 분포를 따르는 곡선을 보였다. 이는 33주 미만에서 재태 연령의 기록에 오류가 있음을 나타내는 것으로 저자들은 유한 혼합 모델을 이용해서 재태 연령별 출생체중 분포를 분석한 후 오류의 부분을 제거 후 재태 연령에 따른 출생체중 곡선을 완성하였다. 이렇게 완성된 출생체중 곡선은 Lubchenco 등의 결과에 비해 10 백분위수에서 높은 값을 보였고 노르웨이나 북미의 연구 결과에 비해서는 전반적으로 낮은 값을 보였다. 결 론 : 본 연구에서 얻은 재태 연령에 의한 출생체중의 기준치와 곡선은 3년간 우리나라의 출생아 전수를 대상으로 오류를 객관적인 기준에 의해 제거하여 만든 것이다. 그러므로 우리나라를 대표하난 신생아의 재태 연령에 의한 출생체중의 기준 및 자궁내 발육부전이나 과출생 체중아의 진단의 기준으로 사용 할 수 있으리라 생각된다.

유아복의 KS 치수체계 개정을 위한 제안 연구 (A Study on the Suggestion for the Revision of Standard Sizing System for Infant Clothing)

  • 정명숙;서추연;이진희
    • 한국의류산업학회지
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    • 제16권1호
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    • pp.118-127
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    • 2014
  • This study proposed a revision of standard sizing system for infant clothing to provide exact information for consumers and manufacturers. The size designation was set up by compensating the defect of existing system. Basic body measurement and reference body measurement were analysed according to size designation. The ages of the infants ranged from 0 to 36 month in accordance with safety standard of KC Self-Regularity Safety Confirmation. The results are as follows: Size designation for infant clothing was based on height that was basic body measurement. Chest girth, waist girth, head girth, arm length, foot length and weight were also analysed according to age of the month. It was proposed that height could be written alone and height with age of month did together for size designation. Size intervals of basic and reference body measurements were fixed as follows: size intervals are 5 cm in height, 2 cm in chest girth, 2 cm in waist girth, 1 cm in head girth, 2 cm in arm length, 0.5 cm in foot length and 2 kg in weight. The distributions of height and chest girth showed normal distributions. As height was taller, chest girth was also bigger. But the distribution of waist girth didn't show remarkable change with age of month. The distributions of arm length and weight showed remarkable difference with growth in 0~9 months, but the amount of growth variation got less in 12~18 months.

혈액성분제제 품질관리 자료의 통계학적인 비교 (Statistical Analysis of Quality Control Data of Blood Components)

  • 김종암;서동희;권소영;오영철;임채승;장충훈;김순덕
    • 대한임상검사과학회지
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    • 제36권1호
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    • pp.19-26
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    • 2004
  • According to increase of domestic blood components use, the quality control of blood components is necessary to support good products. The purpose of this study is used to provide the producing index of the good product as compared with the accuracy and validity for the distribution of the quality control data. The value of mean, standard deviation, 95% confidence interval and degree of normal distribution of data were calculated by univariate procedure, the value of monthly mean of each blood centers per items were compared by Analysis of Variance(ANOVA) test for the degree of distribution. When there was difference among the mean values, the Duncan's multiple range test was done to confirm the difference. Finally, methods for accessing accuracy and validity of the quality data was done by the Contingency table test. The quality data of five blood centers was showed to the normal distribution and it was in a acceptable range. For each blood centers, the monthly means of Hematocrit(Hct), Platelet(PLT) and pH were not significantly different except Hct of C center, PLT of B, D center and pH of A center. The quality data per items was graded according to quality to six level. As a result of the comparative analysis, the monthly means of Hct of C and E center was significantly different higher than that of D, B and A center. The monthly means of PLT of A center and pH of C center was significantly different higher than that of the others. In the accuracy and validity of the quality control data, C center for Hct, A center for PLT and C center for pH were better than the other. The C blood center was most satisfiable and stable in the quality control for blood component. If the quality control method used in C blood center is adopted in other blood centers, the prepared level of the blood component of the center will be improved partly.

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확률분포를 이용한 취성재료 특성의 탄소섬유보강폴리머 인장물성평가 및 보정 (Evaluation and Modification of Tensile Properties of Carbon Fiber Reinforced Polymer(CFRP) as Brittle Material with Probability Distribution)

  • 김윤곤
    • 한국구조물진단유지관리공학회 논문집
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    • 제23권3호
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    • pp.17-24
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    • 2019
  • 탄소섬유보강폴리머(CFRP)는 경량이며, 성형성 및 작업성이 뛰어나 보수보강재료로서 널리 사용되고 있다. 하지만, 연성재료인 철근과는 달리 CFRP는 취성재료이므로, 철근에서 사용되는 전통적인 설계접근 방법을 적용하는 것은 부적합하다. 연성재료인 철근은 항복이후 요소사이의 응력재분배가 이뤄져 복합요소의 거동은 평균화된다. 따라서 복합요소의 응력 평균은 단위요소의 평균과 같고, 표준편차는 더 작아진다. 따라서 연성재료의 설계값은 증가시킬 수 있으나, 안전측, 실무적 접근에서 고정값을 사용한다. 반면 취성재료의 경우, 응력재분배를 기대하기 어려워 복합요소의 거동은 더 약한 요소에 의해 결정된다. 이에 복합요소의 응력의 평균값과 표준편차는 감소한다. 따라서 취성재료의 설계값은 요소수가 증가할수록 감소한다. 이 논문에서는 취성재료에서 정규분포를 가지는 단위요소가 요소 결합에 따라 와이블 분포를 가지게 됨을 증명하고, 이를 반영하여 하중이 작용하는 면적에 따른 물성치의 보정식을 제안하였다.

슬랙스 제작을 위한 20대 여성의 하반신 형태에 대한 인식도 및 체형 분석 연구 (The Recognition and the Somatotype Analysis Study of the Women in 20s' Lower Part of the Body for Stacks Pattern)

  • 이영주;박옥련;이정옥
    • 한국의류학회지
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    • 제21권2호
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    • pp.368-382
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    • 1997
  • Through the recognition and the satisfaction of the lower part of the women body in 20s' we studied 202 respondents of the women in 20s' to analyze what lower part shape they want. And also through the measurment, we tried to analyze their wants. The results are as follows. 1. The women in 20s' think ideal body shapes are highstature, long legs, slander waist, hip, abdomen, thigh, ankle, and light weight. And so it needs to be studied to make slacks pattern which show slander girth and long length. 2. At the result of the body measurments the laterallargeness related with width, girth and depth items of the first factor rated 33.1 oyo in the variousfactors, and vertical largeness related with highness of the second fact rated 18.3% the first and the second factors affect importantly in the lower part of women body in 20s'. 3. At the result of the group analysis, the type divided five kinds, according to the body measurments, the type of 1, 3, 4, are normal, the type of 2 is weak, the type of 5 is fat. The type of 1 shows the largest distribution of all held 108, the flank is standard somatotype. The type of 2 is the second largest distribution held 59, the flank is forwardsomatotype. The type of 3 is the smallest of all types in the lateral largeness, the flankis turning over somatotype. The type of 4 is large both in the lateral largenessand in the vertical largeness, the flank is forward somatotype. The type of 5 is the fat type. The lateral type is the largest, the flank is forward turning over somatotype. The type of 5 showed the smallest distribution.

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함정 선내의 온열요소에 대한 조사 연구 (A Investigation of On-board Thermal Factor)

  • 장미숙;고창두;문일성;이춘주;김상현
    • 한국해양환경ㆍ에너지학회지
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    • 제8권1호
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    • pp.31-38
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    • 2005
  • 본 연구에서는 PMV기반-공조시스템 설계를 위한 기초자료 조사를 목적으로 6가지 물리적/주관적 온열요소의 특성을 평가하였다. 물리적 온열요소의 평가에서는 25톤 함정의 조타실과 통신실, 100톤 함정의 기관실에서 열적 불만족이 발생할 수 있었다. 착의상태 및 활동상태 항목은 육상 실내건축의 내용을 선상 근무에 맞게 수정하여 이용하였다. 주관적 온열요소 중 의닦의 열 저항치는 모든 함정의 선실에서 승조원 사이의 편차가 커서 신진대사량에 비해 온열평가에 미치는 영향이 더 민감한 것으로 나타났다. 주관적 온열요소의 분포는 대체로 표준 정규분포보다 오른쪽으로 꼬리가 긴 비대칭분포를 보였다.

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