• Title/Summary/Keyword: Weibull 분포분석

Search Result 187, Processing Time 0.036 seconds

Parameter Estimation and Analysis of Deepwater Design Wave in Marginal Seas around Korea (한국 연안 심해 설계파의 매개변수 추정 및 분석)

  • Kim, Jeong-Dae;Jeong, Shin-Taek;Cho, Hong-Yeon;Oh, Nam-Sun
    • Journal of Korean Society of Coastal and Ocean Engineers
    • /
    • v.19 no.4
    • /
    • pp.313-319
    • /
    • 2007
  • Long term wave climate of both extreme and operational wave height is essential for planning and designing coastal structures. Since the availability of the field wave data for the waters around Korean peninsula is limited to provide a reliable wave statistics, the wave climate information has been generated by means of long-term wave hindcasting using available meteorological data. In this paper, a set of deep water wave data obtained from KORDI(2003) were analyzed for extreme wave heights. These wave data at 67 stations off the Korean coast from 1979 to 1998 were arranged in the 16 directions. The probability distributions considered in this research were the FT-I and Weibull distribution. For each of these distributions, the method proposed by Goda(2004) was applied to estimate the parameters. For judgment of best fitting, MIR criterion proposed by Goda and Gobune(1990) was used. FT-I distribution which best fits to the 886 data, while Weibull(k=0.75) 81 data, Weibull(k=1.00) 105 data.

Comparative Analysis of Deisgn Low Flow by L-moment in the Weibull-3 and Wakeby distributions (Weibull-3 및 Wakeby 분포모형의 L-모멘트법에 의한 설계갈수량 비교분석)

  • 이순혁
    • Magazine of the Korean Society of Agricultural Engineers
    • /
    • v.42 no.3
    • /
    • pp.45-55
    • /
    • 2000
  • This study was carried out to derive optimal design low flows bythe Weibull-3 and Wakeby distributions for the partial consecutive duration series at seven watersheds along Han. nagdong, Geum Yeongsan and Seomjin river systems. L-coefficient of variation L-skewness and L-kurtosis were calculated by the L-moment ratio respectively. Parameters were estimated by the method of L-Moments with consecutive duration. Design low flows obtained by method of L-Moments using with consecutive duration, Design low flows obtained by method of L-Moments using different methods for plotting positions formulas in the Weibull-3 and Wakeby distributions were compared by the Root Mean Square Errors(RMSE). It has shown that design low flows derived by the method of L-moments using Weivull plotting position formula in Wakeby distribution were much closer to those of the observed data in comparison with those obtained by the methods of L-moments with the different formulas for plotting positions in Weibull-3 distribution from the viewpoint of Root Mean Square Errors.

  • PDF

A Study on the Wind rower Generation and Its Economic Feasibility at Daekwanryung (대관령 풍력단지의 풍력발전량 및 경제성 분석)

  • Ha Jeong-woo;Kim Suduk
    • Journal of Energy Engineering
    • /
    • v.14 no.2 s.42
    • /
    • pp.123-132
    • /
    • 2005
  • An economic feasibility study is performed for the wind power generation with the examination of the wind speed and its distribution at Daekwanryung at which a wind fm is under construction. In this analysis, the distribution of wind speed is the key issue. The wind distribution which is usually expressed in terms of Weibull distribution with shape factor and scale factor needs to be reexamined to find the proper values of them according to the empirical wind speed data. After this kind of analysis is done, annual power generation of wind is calculated. Due to the lack of cost information, we applied EWEA data instead or the actual information from the site. The result would be of use to determine the 'reference price' of wind power under the current system of 'compensating subsidy for renewable power generation'.

Comparative Analysis of Flood Frequency by L-moment in Weibull-3 and GEV Distributions (Weibull-3및 GEV 분포모형의 L-모멘트법에 의한 홍수빈도 비교분석)

  • 이순혁
    • Magazine of the Korean Society of Agricultural Engineers
    • /
    • v.41 no.4
    • /
    • pp.25-29
    • /
    • 1999
  • This study was conducted to derive optimal design floods by Gerneralized Extreme Value(GEV) and Weibull-3 distributions for the annual maximum series at ten watersheds along Han,Nagdong, Geum, Yeongsan and Seomjin reiver systems. Adequency for the analysis of flood data used in this study was established by the tests of Independence. Homogeneity , detection of Outlines, L-moments. Design flood sobtaine dby /methods of Moments and L-Moments using different methods for plotting positions in BEV and Weibull-3 distributions were compared by the Relative Mean Errors(RME) and Root MEan Square Errors(RMSE). The result wa found that design floods derived by the L-moments using the other formulas for plotting positions from the viewpoint of Relative Mean Errors and Root Mean Square Errors.

  • PDF

Nano-Indenter 측정 결과를 Weibull 분포로 해석한 ACP 플라즈마 소스의 플라즈마 에칭 조건에 따른 균일도 연구

  • Kim, Su-In;Lee, Jae-Hun;Kim, Hong-Gi;Kim, Sang-Jin;Seo, Sang-Il;Hwang, Byeong-Hyeon;O, Sang-Ryong;Kim, Nam-Heon;Lee, Chang-U
    • Proceedings of the Korean Vacuum Society Conference
    • /
    • 2015.08a
    • /
    • pp.176.1-176.1
    • /
    • 2015
  • 본 연구는 플라즈마 건식 식각 후 박막의 물성 특성 변화 측정에 Nano-Indentation 분석 기법을 도입하였으며, 식각 후 박막 표면 강도를 nano 영역에서 측정하여 박막 표면의 damage 분석에 적용하여 물리적인 해석을 시도하였다. 하지만 기판의 대면적화로 인하여 반도체 공정에 사용되는 기판은 300 mm로 증가하였고 이로 인하여 플라즈마 건식 식각에서 대면적에 대한 균일도 향상 연구를 진행 중에 있다. 이 연구에서는 플라즈마 건식 식각 후 박막의 균일도를 Nano-indenter 측정 결과를 기반으로 Weibull 분포 해석을 통하여 정량적인 균일도를 측정하고자 하였다. 플라즈마 건식 식각을 위하여 플라즈마 소스는 Adaptively Coupled Plasma (ACP)를 사용하였고 식각 후 TEOS $SiO_2$ 박막 표면을 분석하기 위하여, 시료 평면의 x, y 축에 대하여 각각 $20{\mu}m$로 indent 각 지점을 이격하여 동일한 측정 조건에서 Nano-indenter를 이용하여 박막 표면의 강도를 측정하였다. 측정된 결과는 Weibull 분포를 활용하여 정량화하였다. 결과에 의하면 플라즈마 소스의 bias 파워가 300 W 일 때 균일도가 가장 높은 29.84로 측정되었고, 150 W 일 때 가장 낮은 8.38로 측정되었다. 식각 전 TEOS $SiO_2$ 박막의 Weibull 분포에 의한 균일도가 17.93으로 측정됨을 기반으로 ACP 플라즈마 소스의 식각 조건에 따라 TEOS $SiO_2$ 박막의 균일도가 상대적으로 변함을 정량적으로 분석할 수 있었다.

  • PDF

Likelihood Function of Order Statistic with a Weibull Distribution (와이벌분포를 갖는 순위설계량의 우도함수)

  • Seo Nam-Su
    • Journal of the military operations research society of Korea
    • /
    • v.9 no.2
    • /
    • pp.39-43
    • /
    • 1983
  • In this paper, we derive the likelihood function for the independent random order statistic whose underlying lifetime distribution is a two parameter Weibull form. For this purpose we first discuss the order statistic which represent a characteristic feature of most life and fatigue tests that they give rise to ordered observations. And, we describe the properties of the underlying Weibull model. The derived likelihood function is essential for establishing the statistical life test plans in the case of Weibull distribution using a likelihood ratio method.

  • PDF

A study on the production process and wear life distributions of brake pads for passenger cars (승용차용 브레이크 패드의 공정분석 및 수명분포 탐색)

  • Woong, Hong-Yeon
    • Journal of the Korean Data and Information Science Society
    • /
    • v.20 no.3
    • /
    • pp.485-492
    • /
    • 2009
  • In this paper, we studied process capability analysis for brake-pad manufacturing system and considered Weibull, normal and logistic distributions for density estimation of wear life of brake pads for a passenger car with a real data. These three distributions are seem to work well. Estimated percentiles of brake pads can be used to evaluate the design criteria and customers' need for brake pads.

  • PDF

A Study on Statistical Distribution of Muzzle Velocity of 155mm Propelling Charge (155mm 추진장약 포구속도의 확률분포 특성 연구)

  • Park, Sung-Ho;Park, No-Seok;Choi, Beong-Doo;Kim, Jae-Hoon
    • Proceedings of the Korean Society of Propulsion Engineers Conference
    • /
    • 2009.11a
    • /
    • pp.339-343
    • /
    • 2009
  • The aim of the study was to investigate the statistical distribution of muzzle velocity of 155mm propelling charge K676 which is for the use of K9, a korean 155mm self-propelled artillery. A plenty of muzzle velocity data were collected from lot assessment test of propelling charge. The muzzle velocity of each test round is compensated by reference round. In the present work, the detailed statistical analysis of the muzzle velocity data is carried out using probability models including normal, Weibull 2-parameter and Weibull 3-parameter distributions. The results of goodness of fit test showed that the normal distribution described more appropriately the experimentally measured muzzle velocity data and the Weibull distribution is also applicable. The coefficient of variation showed that the mass production capability of each propelling charge lot has been maintained.

  • PDF

Simulation of Run-Length and Run-Sum of Daily Rainfall and Streamflow (일수문량의 RUN-LENGTH 및 RUN-SUM의 SIMULATION)

  • 이순택;지홍기
    • Water for future
    • /
    • v.10 no.1
    • /
    • pp.79-94
    • /
    • 1977
  • This study is aimed at the establishment and examination of stochastic model to simulate Run-length and Run-sum of daily rainfall and streamflow. In the analysis, daily rainfall records in major cities (Seoul, Kangnung, Taegu, Kwangju, Busan, and Cheju) and daily streamflow records of Major rivers (Han, Nakdong and Geum River) were used. Also, the fitness of daily rainfall and streamflow to Weibull and one parameter exponential distribution was tested by Chi-square and Kolmogorov-Smirnov test, from which it was found that daily rainfall and streamflow generally fit well to exponential type distribution function. The Run-length and Run-sum were simulated by the Weibull Model (WBL Model), one parameter exponential model (EXP-1 Model) based on the Nonte Carlo technique. In this result, Run-length of rainfall was fitted for one parameter exponential model and Run-length of streamflow was fitted for Weibull model. And Run-sum of rainfall and streamflow were fit comparatively for regression model. Hereby, statistical charactristics of Simulation data were sinilar to historical data.

  • PDF