• 제목/요약/키워드: Statistical Analysis Method

검색결과 4,996건 처리시간 0.045초

복잡한 대형 구조물의 효율적인 전자파 해석을 위한 통계적인 PWB 방법의 유용성에 관한 연구 (A Study on the Utility of Statistical Power Balance Method for Efficient Electromagnetic Analysis of Large and Complex Structures)

  • 이영승;박승근
    • 한국전자파학회논문지
    • /
    • 제24권2호
    • /
    • pp.189-197
    • /
    • 2013
  • 전자 통신 기술의 발전 추세에 따라 유비쿼터스 환경이 구축되면서 일상 생활에서 전자 기기의 밀집도는 폭발적으로 증가하는 추세를 보이고 있다. 이러한 다양한 전자 기기들이 ICT 건물 등의 사회 기반 시설에 설치될 시 이들 사이의 전자파 적합성 및 간섭 분석과 파악을 위해서는 효율적이고도 빠른 대형 구조물의 전자파 해석기법이 필수적이다. 이에 본 논문에서는 이러한 전자파 해석을 위하여 확률론적 기반의 PWB(Power Balance Method) 해석 방법을 소개하고 그 유용성을 고찰한다. 기존의 맥스웰 방정식에 입각한 결정론적 해석 결과와의 관계를 제시하기 위해 손실이 존재하는 2차원 직각 캐비티(cavity)에서 시뮬레이션을 수행하여, PWB 방법의 기저에 깔린 가정 및 통계적인 결과가 하나의 결정론적 문제에서 필드 분포의 부피 평균(volume average)에 해당함을 보였다. 복잡한 대형 구조물에서 full-wave 전자파 해석이 계산 비용과 시간적인 측면에서 큰 한계점이 있음은 이미 자명한 사실이므로, 통계적인 개념에 기반을 둔 본 PWB 해석 방법이 대형 구조물의 전자파 해석에 있어서 충분히 현실적인 대안이 될 것이다.

볼바 측정을 통한 공작기계 위치오차의 통계적 분석 (Statistical Analysis of the Position Errors of a Machine Tool Using Ball Bar Test)

  • 류순도;양승한
    • 한국정밀공학회:학술대회논문집
    • /
    • 한국정밀공학회 2001년도 춘계학술대회 논문집
    • /
    • pp.501-504
    • /
    • 2001
  • The use of error compensation techniques has been recognized as an effective way in the improvement of the accuracy of a machine tool. The laser measurement method for identifying position errors of machine tool has the disadvantages such as high cost, long calibration time and usage of volumetric error synthesis model. Accordingly, this paper deals with analysis of the position errors of a machine tool using ball bar test without using complicated error synthesis model. Statistical analysis method was adopted in this paper for deriving position errors using hemispherical helix ball bar test.

  • PDF

Development of a Simplified Statistical Methodology for Nuclear Fuel Rod Internal Pressure Calculation

  • Kim, Kyu-Tae;Kim, Oh-Hwan
    • Nuclear Engineering and Technology
    • /
    • 제31권3호
    • /
    • pp.257-266
    • /
    • 1999
  • A simplified statistical methodology is developed in order to both reduce over-conservatism of deterministic methodologies employed for PWR fuel rod internal pressure (RIP) calculation and simplify the complicated calculation procedure of the widely used statistical methodology which employs the response surface method and Monte Carlo simulation. The simplified statistical methodology employs the system moment method with a deterministic approach in determining the maximum variance of RIP The maximum RIP variance is determined with the square sum of each maximum value of a mean RIP value times a RIP sensitivity factor for all input variables considered. This approach makes this simplified statistical methodology much more efficient in the routine reload core design analysis since it eliminates the numerous calculations required for the power history-dependent RIP variance determination. This simplified statistical methodology is shown to be more conservative in generating RIP distribution than the widely used statistical methodology. Comparison of the significances of each input variable to RIP indicates that fission gas release model is the most significant input variable.

  • PDF

통계 및 프리커서 방법을 이용한 제23주기 태양활동예보 (PREDICTION OF 23RD SOLAR CYCLE USING THE STATISTICAL AND PRECURSOR METHOD)

  • 장세진;김갑성
    • 천문학논총
    • /
    • 제14권2호
    • /
    • pp.91-102
    • /
    • 1999
  • We have made intensive calculations on the maximum relative sunspot number and the date of solar maximum of 23rd solar cycle, by using the statistical and precursor methods to predict solar activity cycle. According to our results of solar data processing by statistical method, solar maximum comes at between February and July of 2000 year and at that time, the smoothed sunspot number will reach to $114.3\~122.8$. while precursor method gives rather dispersed value of $118\~17$ maximum sunspot number. It is found that prediction by statistical method using smoothed relative sunspot number is more accurate than by any method to use any data of 10.7cm radio fluxes and geomagnetic aa, Ap indexes, from the full analysis of solar cycle pattern of these data. In fact, current ascending pattern of 23rd solar cycle supports positively our predicted values. Predicted results by precursor method for $Ap_{avg},\;aa_{31-36}$ indexes show similar values to those by statistical method. Therefore, these indexes can be used as new precursors for the prediction of 23rd or next solar cycle.

  • PDF

Development of a Method for Detecting Unstable Behaviors in Flume Tests using a Univariate Statistical Approach

  • Kim, Seul-Bi;Seo, Yong-Seok;Kim, Hyeong-Sin;Chae, Byung-Gon;Choi, Jung-Hae;Kim, Ji-Soo
    • 지질공학
    • /
    • 제24권2호
    • /
    • pp.191-199
    • /
    • 2014
  • We describe a method for detecting slope instability in flume tests using pore pressure and water content data in conjunction with a statistical control chart analysis. Specifically, we conducted univariate statistical analysis on x-MR control chart data (pore pressure and water content) collected at several points along the flume slope, which we separated into three parts: upper, middle, and lower. To assess our results in the context of landslide forecasting and warning systems, we applied control limit lines at $1{\sigma}$, $2{\sigma}$, and $3{\sigma}$ levels of uncertainty. In doing so, we observed that dispersion time varies depending on the control limit line used. Moreover, the detection of instabilities is highly dependent on the position and type of sensor. Our findings indicate that different characteristics of the data on various factors predict slope failure differently and these characteristics can be identified by univariate statistical analysis. Therefore, we suggest that a univariate statistical approach is an effective method for the early detection of slope instability.

통계적 품질 관리도에 기초한 교량의 응답 보정 (Response Calibration for Bridges based on Statistical Quality Control Chart)

  • 황진하;안승수;김주한
    • 대한토목학회논문집
    • /
    • 제33권1호
    • /
    • pp.61-70
    • /
    • 2013
  • 본 논문은 통계적 품질관리 기법을 활용하여 건전한 교량의 고유진동수비와 응답비 관리범위를 찾고, 그에 준거한 응답보정 방법을 제시하였다. 이를 위해 본 연구는 재하 시험 및 해석으로부터 도출된 구조형식별 정 동적 응답 특성에 대한 기술통계분석, 정규성 검정, 분산분석 등을 수행하였다. 제안된 방법은 실제 진단 사례에 근거하고 통계적 품질관리 기법을 활용함으로써 응답보정 및 내하력 평가를 위한 과학적 기준과 체계적 절차를 제공할 수 있을 것으로 기대한다.

Value of a statistical life estimation of carcinogenic chemicals for socioeconomic analysis in Korea

  • Lee, Geonwoo;Lee, Yongjin;Lee, Hanseul;Hong, Jiyeon;Yang, Jiyeon
    • Environmental Analysis Health and Toxicology
    • /
    • 제30권sup호
    • /
    • pp.5.1-5.5
    • /
    • 2015
  • Objectives To protect public health from risk, the Minister of Environment in Korea legislated an act concerning the registration and evaluation of chemical substances. In this study, we estimated the value of a statistical life (VSL) of carcinogenic chemicals to evaluate the socioeconomic analysis in Korea. Methods The estimation of the health benefit can be calculated through an individual's VSL and willingness to pay (WTP). To estimate the VSL and WTP, we used a contingent valuation method through a web-based survey. Results The survey is conducted with 1434 people living in Seoul and six large cities. An analysis of the survey is essential to review the distribution of the characteristics of the target population. The statistically significant variables affecting the WTP are location, age, household income, quality of life. Through the review of data, we secured statistical validity. The WTP was estimated as 41205 Korean won (KRW)/person, and the estimated VSL appeared as 796 million KRW/person. Conclusions There is a case in which the amount of statistical life value is estimated in connection with domestic environmental policy, fine dust, etc. However, there are no cases of evaluation for chemical. The utilization of this result is possible for conducting other study with chemicals.

Mechanized tunnels lining prefabricated segments production methods

  • Elaheh Banihashemigargari;Amir H. Rezaeifarei
    • Geomechanics and Engineering
    • /
    • 제32권5호
    • /
    • pp.503-512
    • /
    • 2023
  • In tunneling projects, a significant part of the costs is spent on segment production. By more economically producing, the cost of tunnel construction can be greatly reduced, especially in long and large-diameter tunnels. In the present study, the effect of using the Carousel method in the improvement of the production system performance compared to the conventional Static system has been studied. To carry out the research, a quantitative comparison of cost and production time was carried out for two production methods using the available documentation. The opinions of experts have been obtained using questionnaires and qualitative comparison of cost, time and production quality was done by implementation of statistical analysis. The SPSS software and the univariate t-test were used to analyze the questionnaires. According to the results of statistical analysis with SPSS, the use of the Carousel method will reduce production time and costs along with increasing manufacturing quality. According to the documentation analysis, the Carousel method reduces the cost of production by almost 30% and leads to a reduction of the production time to approximately 40% of the Static moulds system. The Carousel method has a higher production rate, efficiency, and better performance. Research into quantifying the benefits of Carousel method in the production system performance is very limited. This comparison is based on real information from the under construction Tabriz Metro project. This article can be very helpful in choosing the best production method.

Hybrid Type Vibration Power Flow Analysis Method Using SEA Parameters

  • Park, Young-Ho;Hong, Suk-Yoon
    • The Journal of the Acoustical Society of Korea
    • /
    • 제21권4E호
    • /
    • pp.164-169
    • /
    • 2002
  • This paper proposes a hybrid method for vibration analysis in the medium to high frequency ranges using Power Flow Analysis (PFA) algorithm and Statistical Energy Analysis (SEA) coupling concepts. The main part of the developed method is the application of coupling loss factor (CLF) suggested in SEA to the power transmission, reflection coefficients in PI' A boundary conditions. The developed hybrid method shows very promising results with regard to the applications for the various damping loss factors in wide frequency ranges. And also this paper presents the applied results of Power Flow Finite Element Method (PFFEM) by forming the new joint element matrix with CLF to analyze the various plate structures in shape. The analytical results of automobile, complex plate structures show good agreement with those of PFFEM using the PFA coefficients.

Hybrid Type Vibration Power Flow Analysis Method Using SEA Parameters

  • 박영호;홍석윤
    • 한국음향학회지
    • /
    • 제21권4호
    • /
    • pp.164-164
    • /
    • 2002
  • This paper proposes a hybrid method for vibration analysis in the medium to high frequency ranges using Power Flow Analysis (PFA) algorithm and Statistical Energy Analysis (SEA) coupling concepts. The main part of the developed method is the application of coupling loss factor (CLF) suggested in SEA to the power transmission, reflection coefficients in PI' A boundary conditions. The developed hybrid method shows very promising results with regard to the applications for the various damping loss factors in wide frequency ranges. And also this paper presents the applied results of Power Flow Finite Element Method (PFFEM) by forming the new joint element matrix with CLF to analyze the various plate structures in shape. The analytical results of automobile, complex plate structures show good agreement with those of PFFEM using the PFA coefficients.