• 제목/요약/키워드: Probabilistic Density

검색결과 193건 처리시간 0.026초

Reliability analysis on flutter of the long-span Aizhai bridge

  • Liu, Shuqian;Cai, C.S.;Han, Yan;Li, Chunguang
    • Wind and Structures
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    • 제27권3호
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    • pp.175-186
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    • 2018
  • With the continuous increase of span lengths, modern bridges are becoming much more flexible and more prone to flutter under wind excitations. A reasonable probabilistic flutter analysis of long-span bridges involving random and uncertain variables may have to be taken into consideration. This paper presents a method for estimating the reliability index and failure probability due to flutter, which considers the very important variables including the extreme wind velocity at bridge site, damping ratio, mathematical modeling, and flutter derivatives. The Aizhai Bridge in China is selected as an example to demonstrate the numerical procedure for the flutter reliability analysis. In the presented method, the joint probability density function of wind speed and wind direction at the deck level of the bridge is first established. Then, based on the fundamental theories of structural reliability, the reliability index and failure probability due to flutter of the Aizhai Bridge is investigated by applying the Monte Carlo method and the first order reliability method (FORM). The probabilistic flutter analysis can provide a guideline in the design of long-span bridges and the results show that the structural damping and flutter derivatives have significant effects on the flutter reliability, more accurate and reliable data of which is needed.

애드 혹 네트워크에서 지역 밀집도에 적응적인 확률적 플러딩 기법 (An Adaptive Flooding Scheme based on local density for Ad hoc Networks)

  • 김정삼;류정필;한기준
    • 대한전자공학회논문지TC
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    • 제42권9호
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    • pp.11-18
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    • 2005
  • 애드 혹 네트워크에서 브로드캐스트 서비스는 페이징 및 경로 탐색 절차 등에서 사용되는 가장 기초적이며 중요한 기능 중의 하나이다. 모든 노드들이 브로드캐스트를 수행하는 블라인드 플러팅은 노드들의 중복되는 전파범위로 인하여 동일한 패킷의 중복 수신이 많아지고, 특히 밀집도가 높은 지역에 있는 노드들은 과도한 브로드캐스트 패킷의 송수신으로 인하여 실질적인 데이터 전송에 많은 지장을 초래하게 되어 종국에는 브로드캐스트 스톰 문제에 봉착하게 된다. 본 논문에서는 브로드캐스트 스톰의 영향을 줄이기 위하여 동적인 확률을 이용한 브로드캐스트 기법을 제안한다. 노드는 1흡 및 2홉 내의 이웃 노드 밀집도에 근거하여 브로드캐스트 확률을 계산하고 이 확률에 따라 각 노드는 브로드캐스트 수행 여부를 결정한다. 본 논문에서는 모의실험을 통하여 제안 기법의 성능을 검증하였다.

운전자 주행 적합성 진단을 위한 연구 I: 생체신호 분석방법 비교 (The Study to Diagnose the Road-Driver Compatibility I: Comparison of Methods for Bio-Signal Analysis)

  • 김정룡;윤상영
    • 대한산업공학회지
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    • 제30권1호
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    • pp.44-49
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    • 2004
  • The aim of this study is to compare the methods in analyzing bio-signals representing measure driver's psychophysiological staus. This study has considered three approaches: first, the deterministic approach calculating the mean and standard deviation of bio-signal, second, probabilistic approach converting driver's bio-signal values to probability density function and identifying individual state relative to overall distribution, and third, diagnostic approach identifying the pattern change of signal over certain period of time. For evaluation of analysis methods, driver's bio-signal was collected under various road conditions, and three analysis approaches were applied respectively. In result, the deterministic approach was found to be simple to use, but generated a large variability of bio-signal. The probabilistic approach provide a relative status of individual driver among overall population, but too much affected by temporal variability of individual driver. The diagnostic approach seemed to reasonably find driver's psychophysiological change over certain period of time, but still needs to develop quantification method of the bio-signal.

On effects of rail fastener failure on vehicle/track interactions

  • Xu, Lei;Gao, Jianmin;Zhai, Wanming
    • Structural Engineering and Mechanics
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    • 제63권5호
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    • pp.659-667
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    • 2017
  • Rail support failure is inevitably subjected to track geometric deformations. Due to the randomness and evolvements of track irregularities, it is naturally a hard work to grasp the trajectories of dynamic responses of railway systems. This work studies the influence of rail fastener failure on dynamic behaviours of wheel/rail interactions and the railway tracks by jointly considering the effects of track random irregularities. The failure of rail fastener is simulated by setting the stiffness and damping of rail fasteners to be zeroes in the compiled vehicle-track coupled model. While track random irregularities will be transformed from the PSD functions using a developed probabilistic method. The novelty of this work lays on providing a method to completely reveal the possible responses of railway systems under jointly excitation of track random irregularities and rail support failure. The numerical results show that rail fastener failure has a great influence on both the wheel/rail interactions and the track vibrations if the number of rail fastener failure is over three. Besides, the full views of time-dependent amplitudes and probabilities of dynamic indices can be clearly presented against different failing status.

Analysis of the technical status of multiunit risk assessment in nuclear power plants

  • Seong, Changkyung;Heo, Gyunyoung;Baek, Sejin;Yoon, Ji Woong;Kim, Man Cheol
    • Nuclear Engineering and Technology
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    • 제50권3호
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    • pp.319-326
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    • 2018
  • Since the Fukushima Daiichi nuclear disaster, concern and worry about multiunit accidents have been increasing. Korea has a higher urgency to evaluate its site risk because its number of nuclear power plants (NPPs) and population density are higher than those in other countries. Since the 1980s, technical documents have been published on multiunit probabilistic safety assessment (PSA), but the Fukushima accident accelerated research on multiunit PSA. It is therefore necessary to summarize the present situation and draw implications for further research. This article reviews journal and conference papers on multiunit or site risk evaluation published between 2011 and 2016. The contents of the reviewed literature are classified as research status, initiators, and methodologies representing dependencies, and the insights and conclusions are consolidated. As of 2017, the regulatory authority and nuclear power utility have launched a full-scale project to assess multiunit risk in Korea. This article provides comprehensive reference materials on the necessary enabling technology for subsequent studies of multiunit or site risk assessment.

확률적 방법에 의한 크리프 균열성장 계수의 분포 추정 (Estimation for the Distribution of Creep Crack Growth Coefficients by Probabilistic Assessment)

  • 이상호;윤기봉;최병학;민두식;안종석;이길재;김선화
    • 대한금속재료학회지
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    • 제48권9호
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    • pp.791-797
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    • 2010
  • The creep crack growth rate (da/dt) of the Cr-Mo steels tested by pre-crack and the voltage (or resistance) variables were related into fracture parameter (Ct), crack growth coefficient (H), and an exponent (q) in the parts of Base, weld and HAZ. The fracture parameter (Ct) has various variables relating to the specimen and crack shape, applied stress, and creep strain curve. The H and q was inferred by OLS regression (ordinary least square method), and the H values were solved in statistics and probability assessment, which were attained fromPDF's distributions (probability density function). The HAZ part has the highest value of q by OLS regression and the widest distribution of H by PDF of WEIBULL, which means that the crack sensitivity of HAZ should be cautioned against the creep crack growth and failure.

Uncertainty in Scenarios and Its Impact on Post Closure Long Term Safety Assessment in a Potential HLW Repository

  • Y.S. Hwang;Kim, S-K;Kang, C-H
    • Nuclear Engineering and Technology
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    • 제35권2호
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    • pp.108-120
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    • 2003
  • In assessing the long term post closure radiological safety assessment of a potential HLW repository in Korea, three categories of uncertainties exist. The first one is the scenario uncertainty where series of different natural events are translated into written statements. The second one is the modeling uncertatinty where different mathematical models are applied for an identical scenario. The last one is the data uncertainty which can be expressed in terms of probabilistic density functions. In this analysis, three different scenarios are seleceted; a small well scenario, a radiolysis scenario, and a naturally discharged scenario. The MASCOT-K and the AMBER, probabilistic safety assessment codes based on connection of sub-modules and a compartment theory respectively, are applied to assess annual individual doses for a generic biosphere. Results illustrate that for a given scenario, predictions from two different codes fairly match well each other But the discrepancies for the different scenarios are significant. However, total doses are still well below the guideline of 2 mRem/yr. Detailed analyses with model and data uncertainties are underway to further assure the safety of a Korean reference dispsoal concept.

폐밀봉선원 처분시스템 예비 폐쇄후 안전성평가 (Preliminary Post-closure Safety Assessment of Disposal System for Disused Sealed Radioactive Source)

  • 이승희;김주열
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제22권4호
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    • pp.33-48
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    • 2017
  • An optimum disposal plan of disused sealed radioactive sources (DSRSs) should be established to ensure long-term disposal safety at the low- and intermediate-level radioactive waste (LILW) disposal facility in Gyeongju. In this study, an optimum disposal system was suggested and preliminary post-closure safety assessment was performed. The DSRSs disposal system was composed of a rock cavern and near surface disposal facilities at the Gyeongju LILW disposal facility. The assessment was conducted using GoldSim program, and probabilistic assessment and sensitivity analysis were implemented to evaluate the uncertainties in the input parameters of natural barriers. Deterministic and probabilistic calculations indicated that the maximum dose was below the regulatory limits ($0.1mSvyr^{-1}$ for the normal scenario, $1mSvyr^{-1}$ for the well scenario). It was concluded that the DSRSs disposal system would maintain environmental safety over a long-time. Moreover, the partition coefficient of Np in host rock, Darcy velocity in host rock, and density of the host rock were the most sensitive parameters in predicting exposure dose in the safety assessment.

도시 홍수 저감 저류시설 설계를 위한 해석적 확률모형 연구 (Study of analytical probabilistic models for urban flood control detention facilities in Korea)

  • 이문영;전설;김시연;안희진;정기철;박대룡
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2021년도 학술발표회
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    • pp.298-298
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    • 2021
  • 본 연구에서는 국내 6개 지역 서울, 강릉, 대전, 광주, 부산, 제주의 30년 치 시강우 자료에 해석적 확률모형(Analytical Probabilistic Models) 방법을 적용하여 도시 홍수 저감을 목적으로 하는 저류시설 설계를 위한 유출량 예측 정도를 지역별로 비교하고자 하였다. 강우 사상 분포의 해석적 확률모형을 적용하기 위해 무강우 시간을 결정하여 독립 호우를 결정하는데, 자기상관계수와 변동계수를 활용한 무강우 지속시간의 산정(IETD, Interevent Time Definition) 방법을 사용하였다. 해석적 확률모형인 유출량의 확률밀도함수(PDF, Probability Density Function)를 유도하기 위해서 불투수 지역과 투수 지역의 영향을 고려하여 유출계수를 적용하는 강우-유출 관계를 가지고 유출량을 정의하였다. 강우량, 강우 지속시간, 무강우시간과 같은 강우특성은 1변수 지수함수의 PDF를 따른다고 가정하였다. 확률모형 방법의 적합성을 판단하기 위해 결정된 IETD에 따라 각 지역별로 실제 강우 사상을 해석적 모델과 연속모의실험인 SWWM(Storm Water Management Model)에 적용하여 불투수율에 따른 유출량을 산정하였다. 각 방식으로 얻은 유출량 결과는 모든 지역에서 매우 유사하게 나타났고 결론적으로 우리나라에서 도시 홍수 저감을 위한 저류시설의 계획과 설계에 확률모형 방법이 적용 가능하다는 것을 확인할 수 있었다.

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이변수 해석적 확률모형을 적용한 우리나라 유출량 예측 연구 (A study of predicting runoff volume applying a two-parameter analytical probabilistic model for South Korea)

  • 이문영;안희진;전설;김시연;민인경;박대룡
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2022년도 학술발표회
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    • pp.201-201
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    • 2022
  • 본 연구에서는 강우량이 여름에 집중되어있는 우리나라의 강우 특성을 잘 나타낼 수 있는 최적의 확률분포형을 선정하고 해석적 확률모델 (Analytical Probabilistic Model, APM)을 개발하여 유출량을 예측하고자 하였다. 국내 10개 지역인 부산, 춘천, 대구, 대전, 전주, 진주, 서울, 속초, 태백, 원주를 연구 지역으로 설정하였고, 30년 시 단위 강우자료를 지역별 interevent time definition(IETD)을 적용하여 강우 사상으로 그룹화하였다. APM 연구에 일반적으로 사용되는 일변수 지수 분포 이외의 이변수 지수, 감마, 이변수 로그정규 확률밀도함수 (Probability Density Function, PDF)를 강우사상의 특성인 강우량, 강우 지속시간, 무강우 시간의 히스토그램에 적용한 결과, 이 변수 로그정규분포가 우리나라의 강우 특성을 가장 잘 대표하였다. 로그정규분포를 이용하여 APM을 유도하고 유출량을 예측하였다. 예측한 유출량에 대한 빈도분석을 수행하여 Storm Water Management Model (SWMM)의 결과와 비교함으로써 유도한 APM의 적합성을 확인하였다. SWMM의 입력 매개변수 보정을 위해서는 서울 군자 지역에서 관측한 실제 강우량 및 유출량 자료를 사용하였다. 로그정규분포로 유도한 APM과 SWMM의 빈도분석 결과를 비교하였을 때 초과 확률과 재현주기 모두 매우 유사한 결과를 나타내었음을 확인하였다.

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