• 제목/요약/키워드: normal distribution curve

검색결과 159건 처리시간 0.027초

유역모형을 이용한 비점배출계수 적용성 평가 (Evaluation of Applicability for Nonpoint Discharge Coefficient using Watershed Model)

  • 이은정;김태근
    • 환경영향평가
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    • 제21권3호
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    • pp.339-352
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    • 2012
  • Total maximum daily load have been implemented and indicated that nonpoint discharge coeffients in flow duration curve were 0.50 of Normal flow duration ($Q_{185}$) and 0.15 of low flow duration($Q_{275}$). By using SWAT, nonpoint discharge coefficients are studied with the conditions of the instream flow and the rainfall in two study areas. The nonpoint discharge coefficient average of BOD and TP for normal flows duration in 3 years are 0.32~0.36 and 0.28~0.31. For the low flow duration, the nonpoint discharge coefficient avergae of BOD and TP were 0.10~0.12 and 0.10~0.11. These are lower than the coefficients of total maximum load regulation. There are big differences between one of regulation and one of SWAT for the normal flow duration. With the consideration of rainfall condition, the nonpoint discharge coefficient of flood flow duration are influenced on the amount of rainfalls. However, the nonpoint discharge coefficients of normal flow duration and low flow duration are not effected by the rainfall condition. Since the spatial distribution and geomorphological characteristics could be considered with SWAT, the estimation of nonpoint discharge coefficient in watershed model is better method than the use of the recommended number in the regulation.

철도차량 구조물의 확률론적 피로수명 평가 (Probabilistic Fatigue Life Evaluation of Rolling Stock Structures)

  • 구병춘;서정원
    • 한국자동차공학회논문집
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    • 제11권5호
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    • pp.89-94
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    • 2003
  • Rolling stock structures such as bogie frame and car body play an important role for the support of vehicle leading. In general, more than 25 years' durability is needed for them. A lot of study has been carried out for the prediction of the fatigue life of the bogie frame and car body in experimental and theoretical domains. One of the new methods is a probabilistic fatigue lift evaluation. The objective of this paper is to estimate the fatigue lift of the bogie frame of an electric car, which was developed by the Korea Railroad Research Institute (KRRI). We used two approaches. In the first approach probabilistic distribution of S-N curve and limit state function of the equivalent stress of the measured stress spectra are used. In the second approach, limit state function is also used. And load spectra measured by strain gauges are approximated by the two-parameter Weibull distribution. Other probabilistic variables are represented by log-normal and normal distributions. Finally, reliability index and structural integrity of the bogie frame are estimated.

의학적 의사결정 지표의 고찰 및 해석에 기초한 품질통계기법의 적용 (Application of Quality Statistical Techniques Based on the Review and the Interpretation of Medical Decision Metrics)

  • 최성운
    • 대한안전경영과학회지
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    • 제15권2호
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    • pp.243-253
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    • 2013
  • This research paper introduces the application and implementation of medical decision metrics that classifies medical decision-making into four different metrics using statistical diagnostic tools, such as confusion matrix, normal distribution, Bayesian prediction and Receiver Operating Curve(ROC). In this study, the metrics are developed based on cross-section study, cohort study and case-control study done by systematic literature review and reformulated the structure of type I error, type II error, confidence level and power of detection. The study proposed implementation strategies for 10 quality improvement activities via 14 medical decision metrics which consider specificity and sensitivity in terms of ${\alpha}$ and ${\beta}$. Examples of ROC implication are depicted in this paper with a useful guidelines to implement a continuous quality improvement, not only in a variable acceptance sampling in Quality Control(QC) but also in a supplier grading score chart in Supplier Chain Management(SCM) quality. This research paper is the first to apply and implement medical decision-making tools as quality improvement activities. These proposed models will help quality practitioners to enhance the process and product quality level.

A Two-Plan Sampling System for Life Testing Under Weibull Distribution

  • Aslam, Muhammad;Balamurali, Saminathan;Jun, Chi-Hyuck;Ahmad, Munir
    • Industrial Engineering and Management Systems
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    • 제9권1호
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    • pp.54-59
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    • 2010
  • A two-plan sampling system is proposed for a failure-censored life testing when the lifetime follows a Weibull distribution with known shape parameter. The proposed sampling system is based on a switching rule, for switching between the tightened and the normal inspection levels when lots are submitted for inspection in the order of production or in some other systematic way. The design parameters of the proposed sampling system are determined by the two-point approach considering the producer's risks and the consumer's at the specified acceptable reliability level and the lot tolerance reliability level, respectively. It has been observed that the proposed system requires only a single failure for the observation.

수문모니터링과 물수지법을 이용한 농업용 저수지 유역 유출곡선번호 추정 (Estimation of Runoff Curve Number for Agricultural Reservoir Watershed Using Hydrologic Monitoring and Water Balance Method)

  • 윤광식;김영주;윤석군;정재운;한국헌
    • 한국농공학회논문집
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    • 제47권3호
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    • pp.59-68
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    • 2005
  • The rainfall-runoff potential of Jangseong reservoir watershed was studied based on SCS (Soil Conservation Service, which is now the NRCS, Natural Resources Conservation Service, USDA) runoff curve number (CN) technique. Precipitation and reservoir operation data had been collected. The rainfall-runoff pairs from the watershed for ten years was estimated using reservoir water balance analysis using reservoir operation records. The maximum retention, S, for each storm event from rainfall-runoff pair was estimated for selected storm events. The estimated S values were arranged in descending order, then its probability distribution was determined as log-normal distribution, and associated CNs were found about probability levels of Pr=0.1, 0.5, and 0.9, respectively. A subwatershed that has the similar portions of land use categories to the whole watershed of Jangseong reservoir was selected and hydrologic monitoring was conducted. CNs for subwatershed were determined using observed data. CNs determined from observed rainfall-runoff data and reservoir water balance analysis were compared to the suggested CNs by the method of SCS-NEH4. The $CN_{II}$ measured and estimated from water balance analysis in this study were 78.0 and 78.1, respectively. However, the $CN_{II}$, which was determined based on hydrologic soil group, land use, was 67.2 indicating that actual runoff potential of Jangseong reservoir watershed is higher than that evaluated by SCS-NEH4 method. The results showed that watershed runoff potential for large scale agricultural reservoirs needs to be examined for efficient management of water resources and flood prevention.

근전도 신호의 고차함수분석법을 이용한 정량적 재활정도 평가에 관한 연구 (A Study on the Quantitative Rehabilitation Extent Evaluation Method Using High-Order Function Waveform Analysis of EMG Signal)

  • 문동준;김주영;노시철;최흥호
    • 재활복지공학회논문지
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    • 제8권4호
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    • pp.305-312
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    • 2014
  • 본 연구에서는 재활정도를 정량적으로 표현하기 위하여 정상 보행과 모의 비정상 보행 시 보행주기에 따른 근전도 패턴에 고차 곡선 맞춤을 적용하여 분석하였다. 보행 근전도 패턴에 적합한 다항식을 생성하였으며, 그 변수를 군집분석 하여 5개의 그룹으로 분류하였다. 정상패턴을 포함한 그룹을 기준으로 거리가 가까운 그룹을 나열하여 각 변수의 분포를 확인하였다. 진폭감소 패턴, 불규칙 패턴, 역상 패턴 순으로 정상 패턴에 유사하였으며, 분류된 그룹의 분포는 중첩되는 범위가 작아 변수 값을 이용한 그룹 분류가 가능하였다. 분류된 재활정도를 정량적으로 나타내기 위하여 각 계수항의 표준편차를 패턴별로 비교하였고, 정상에 가까울수록 큰 값을 가지는 것을 확인하였다. 역상 패턴의 경우는 편차 값은 크지만 부호가 음의 값을 가지므로 가장 작았다. 본 연구의 결과인 정량적인 재활정도의 표현은 보다 효율적인 재활방법 연구에 기여할 것으로 예상된다.

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Physical, Chemical and Optical Properties of Fine Aerosol as a Function of Relative Humidity at Gosan, Korea during ABC-EAREX 2005

  • Moon, Kwang-Joo;Han, Jin-Seok;Cho, Seog-Yeon
    • Asian Journal of Atmospheric Environment
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    • 제7권3호
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    • pp.129-138
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    • 2013
  • The water uptake by fine aerosol in the atmosphere has been investigated at Gosan, Korea during ABC-EAREX 2005. The concentration of inorganic ion and carbon components, size distribution, and light scattering coefficients in normal and dry conditions were simultaneously measured for $PM_{2.5}$ by using a parallel integrated monitoring system. The result of this study shows that ambient fine particles collected at Gosan were dominated by water-soluble ionic species (35%) and carbonaceous materials (18%). In addition, it shows the large growth of aerosol in the droplet mode when RH is higher than 70%. Size distribution of the particulate surface area in a wider size range ($0.07-17{\mu}m$) shows that the elevation of RH make ambient aerosol grow to be the droplet mode one around $0.6{\mu}m$ or the coarse mode one, larger than $2.5{\mu}m$. Hygroscopic factor data calculated from the ratio of aerosol scattering coefficients at a given ambient RH and a reference RH (25%) show that water uptake began at the intermediate RH range, from 40% to 60%, with the average hygroscopic factor of 1.10 for 40% RH, 1.11 for 50% RH, and 1.17 for 60% RH, respectively. Finally, average chemical composition and the corresponding growth curves were analyzed in order to investigate the relationship between carbonaceous material fraction and hygroscopicity. As a result, the aerosol growth curve shows that inorganic salts such as sulphate and nitrate as well as carbonaceous materials including OC largely contribute to the aerosol water uptake.

논의 유출곡선번호 추정 (Estimating Runoff Curve Numbers for Paddy Fields)

  • 임상준;박승우
    • 한국수자원학회논문집
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    • 제30권4호
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    • pp.379-387
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    • 1997
  • 논에서의 수문 특성을 현장 조사 및 측정하고, 강우-유출 자료로부터 논의 최대 잠재저류장의 확률적 특성을 분석하여, 선행강우조건에 따른 CN을 추정하였다. 추정된 CN은 AMC II의 경우 78이었으며, AMC-I, III의 경우에는 각각 63, 88이었다. 논의 강우-유출자료에 의한 CN은 년 홍수량 자료의 적용여부가 불확실하므로 이를 보완하고, 물고높이나 초기담수심의 영향을 구체적으로 규명하기 위하여 논의 물수지 모형을 구성하였다. 논의 유출량은 선행 강우뿐 아니라 초기담수심에 따라 변화하므로 최대 잠재저류량을 이용하여 CN을 결정하기에는 어려움이 따른다. 따라서, 최대 잠재저류량의 경우와 같이 담수심의 확룰분포함수를 이용하여 CN을 추정하였다. 물수지모형을 이용하여 확률담수심, 물고높이 및 기상자료로부터 논의 유출량을 추정하였다. 추정된 유출량으로부터 CN을 계산하고, 확률 담수심에 해당하는 CN-I, CN-II, CN-III을 결정하였으며, 그 값은 각각 70, 79, 89이었다.

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병렬 FEM 모형을 이용한 1983년 동해 중부 지진해일 시뮬레이션 (Simulation of 1983 Central East Sea Tsunami by Parallel FEM Model)

  • 최병호;에핌페리놉스키;홍성진
    • 한국해안해양공학회지
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    • 제18권1호
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    • pp.21-34
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    • 2006
  • 지진해일 위험재해도의 작성과 재해경감대책 수립을 위해서는 연안역의 상세한 수심 및 지형을 이용한 범람 시뮬레이션이 요구되고 있다. 본 연구에서는 Beowulf 병렬계산을 통해 동해 전 영역에서 정밀산정이 가능한 병렬유한요소모형을 이용하여 1983년 5월 26일 동해안에 내습한 지진해일에 대한 시뮬레이션을 수행하고, 그 계산 결과와 관측치와의 비교결과를 제시한다. 또한, 해안에서의 지진해일고의 통계적 분포에 대해 논하며, 해안에서의 지진해일고의 파고분포가 대수정규분포를 따르는 경향을 제시한다.

배전계통 기기 유지보수를 위한 RCM 모델 (Reliability-Centered Maintenance Model for Maintenance of Electric Power Distribution System Equipment)

  • 문종필;손진근
    • 전기학회논문지P
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    • 제58권4호
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    • pp.410-415
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    • 2009
  • With the implementation of electric power industry reform, the utilities are looking for effective ways to improve the economic efficiency. One area in particular, the equipment maintenance, is being scrutinized for reducing costs while keeping a reasonable level of the reliability in the overall system. Here the conventional RCM requires the tradeoff between the upfront maintenance costs and the potential costs of losing loads. In this paper we describe the issues related to applying so-called the "Reliability-centered Maintenance" (RCM) method in managing electric power distribution equipment. The RCM method is especially useful as it explicitly incorporates the cost-tradeoff of interest, i.e. the upfront maintenance costs and the potential interruption costs, in determining which equipment to be maintained and how often. In comparison, the "Time-based Maintenance" (TBM) method, the traditional method widely used, only takes the lifetime of equipment into consideration. In this paper, the modified Markov model for maintenance is developed. First, the existing Markov model for maintenance is explained and analyzed about transformer and circuit breaker, so on. Second, developed model is introduced and described. This model has two different points compared with existing model: TVFR and nonlinear customer interruption cost (CIC). That is, normal stage at the middle of bathtub curve has not CFR but the gradual increasing failure rate and the unit cost of CIC is increasing as the interruption time is increasing. The results of case studies represent the optimal maintenance interval to maintain the equipment with minimum costs. A numerical example is presented for illustration purposes.