• 제목/요약/키워드: PDFs

검색결과 70건 처리시간 0.029초

IMPROVING THE USABILITY OF STOCHASTIC SIMULATION BASED SCHEDULING SYSTEM

  • Tae-Hyun Bae;Ryul-Hee Kim;Kyu-Yeol Song;Dong-Eun Lee
    • 국제학술발표논문집
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    • The 3th International Conference on Construction Engineering and Project Management
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    • pp.393-399
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    • 2009
  • This paper introduces an automated tool named Advanced Stochastic Schedule Simulation System (AS4). The system automatically integrates CPM schedule data exported from Primavera Project Planner (P3) and historical activity duration data obtained from a project data warehouse, computes the best fit probability distribution functions (PDFs) of historical activity durations, assigns the PDFs identified to respective activities, computes the optimum number of simulation runs, simulates the schedule network for the optimum number of simulation runs, and estimates the best fit PDF of project completion times (PCTs). AS4 improves the reliability of simulation-based scheduling by effectively dealing with the uncertainties of the activities' durations, increases the usability of the schedule data obtained from commercial CPM software, and effectively handles the variability of the PCTs by finding the best fit PDF of PCTs. It is designed as an easy-to-use computer tool programmed in MATLAB. AS4 encourages the use of simulation-based scheduling because it is simple to use, it simplifies the tedious and burdensome process involved in finding the PDFs of the many activities' durations and in assigning the PDFs to the many activities of a new network under modeling, and it does away with the normality assumptions used by most simulation-based scheduling systems in modeling PCTs.

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PDF properties of ISM turbulence

  • 조현진;강혜성;류동수;김종수;조정연
    • 천문학회보
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    • 제36권2호
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    • pp.107.1-107.1
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    • 2011
  • Density Probability Distribution Functions (PDFs) are a classic statistical way to study properties of Interstellar Medium (ISM) turbulence. In our three-dimensional MHD simulations, density PDFs of the position-position velocity (PPV) spaces are close to a log-normal distribution. the PDF widths depend on the plasma parameters such as magnetic strength and sonic Mach number. Futhermore, we compare these simulations results to Galactic molecular clouds observed by Jackson et. al (2006). By fitting of the velocity dispersion in the spectral line observation, volume density PDFs of the defined molecular clouds indicate that the sound speeds of the turbulences seem to have a few times larger than the simulation results. In order to understand the inconsistency with general characteristics of turbulence, we consider other simulations inducing the turbulent flow randomly at small driving scales. We find that the density PDF width decreases at more smaller driving scale. Finally, the simulations suggest that sources of ISM turbulence in Galactic molecular clouds can be important on small scales.

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STOCHASTIC CASHFLOW MODELING INTEGRATED WITH SIMULATION BASED SCHEDULING

  • Dong-Eun Lee;David Arditi;Chang-Baek Son
    • 국제학술발표논문집
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    • The 4th International Conference on Construction Engineering and Project Management Organized by the University of New South Wales
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    • pp.395-398
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    • 2011
  • This paper introduces stochastic cash-flow modeling integrated with simulation based scheduling. The system makes use of CPM schedule data exported from commercial scheduling software, computes the best fit probability distribution functions (PDFs) of historical activity durations, assigns the PDFs identified to respective activities, simulates the schedule network, computes the deterministic and stochastic project cash-flows, plots the corresponding cash flow diagrams, and estimates the best fit PDFs of overdraft and net profit of a project. It analyzes the effect of different distributions of activity durations on the distribution of overdrafts and net profits, and improves reliability compared to deterministic cash flow analysis.

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A Novel Concept on Stochastic Stability

  • Bong, Seo-Young;Park, Jae-Weon
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2001년도 ICCAS
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    • pp.95.1-95
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    • 2001
  • This paper is concerned with a novel S-stability (stochastic-stability) concept in linear time-invariant stochastic systems, where a stochastic mode in dynamics depends on both the external disturbance and the inner-parameter variations. This leads to an EAG (eigenstructure assignment gaussian) problem; that is, the problem of associating S-eigenvalues (stochastic-eigenvalues), S-eigenvectors (stochastic-eigenvectors), and their PDFs (probability density functions) with the stochastic information of the systems with the required stochastic specifications. These results explicitly characterize how S-eigenvalues, S-eigenvectors and their PDFs in the complex plane may impose S-stability on stochastic systems.

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강우의 특성 변화에 따른 유출 특성의 변화분석: 소유역과 중규모 유역에의 적용 비교 (Analysis of Flood Runoff Characteristics due to Rainfall Pattern Change: Comparison of Applications to Small and Medium Size Basins)

  • 유철상;김경준
    • 한국수자원학회논문집
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    • 제39권5호
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    • pp.417-430
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    • 2006
  • 본 연구에서는 강우의 특성변화가 유출 특성에 미치는 영향을 파악하기 위하여 구형펄스모형으로 모의시킨 강우를 선형저수지 모형과 Nash 모형에 유출모의하여 그 유출량에 대한 확률밀도함수와 강우의 확률 밀도함수를 비교하였다. 이를 통해 강우의 발생빈도, 강우강도, 지속시간이 유출에 어떻게 기여하는지에 대하여 파악하였다. 소규모 유역과 중규모 유역에 대한 영향을 분석하기 위하여 두 개의 대상유역을 선정하였다. 그 결과 강우의 발생빈도, 강우강도, 지속시간의 변화에 대하여 유출량이 다양한 특성을 보이는 것을 확인 할 수 있었으며, 이는 향후 기후변화에 대한 영향을 평가하는데 적용될 수 있을 것이라 판단된다.

CARS 장치를 이용한 터빈 연소 시험기의 화염 온도 측정 (CARS thermometry in flame zone of turbine combustor sector rigs.)

  • 박철웅;이종호;한영민;고영성;이강엽;김형모;이수용;양수석;이대성;장영준;신현동;한재원
    • 한국연소학회:학술대회논문집
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    • 한국연소학회 2001년도 제22회 KOSCI SYMPOSIUM 논문집
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    • pp.180-186
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    • 2001
  • Spatially and temporally resolved gas temperature measurements have been made in aeroengine combustor sector rig burning standard kerosene fuel. Temperature PDFs have been obtained from a triple-sector double annular combustor rig running at simulated ground idle conditions, showing features of flow mixing within the burning rig. Mean temperature and temperature PDFs were measured by CARS to investigate flow characteristics of the recirculation zones.

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Balanced Information Potentials for PDF-Distance Algorithms with Constant Modulus Error

  • 김남용
    • 한국정보전자통신기술학회논문지
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    • 제4권4호
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    • pp.295-299
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    • 2011
  • Blind equalization techniques have been widely used in wireless communication systems. In this paper, we propose to apply the balanced information potentials to the criterion of minimum Euclidian distance between two PDFs with constant modulus errors for adaptive blind equalizers. One of the two PDFs is constructed with constant modulus error samples and another does with Dirac delta functions. Two information potentials derived from the criterion are balanced in order to have better performance by putting a weighting factor to each information potentials. The proposed blind algorithm has shown in the MSE convergence performance that it can produce enhanced performance by over 3 dB of steady state MSE.

Differential QCD Predictions of the W± + 1 Jet for the Large Hadron Collider and Possible Future High Energy Colliders

  • DIlsIz, Kamuran
    • Journal of the Korean Physical Society
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    • 제73권9호
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    • pp.1240-1246
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    • 2018
  • The differential quantum chromodynamics (QCD) predictions for the $W^{\pm}$ boson and a single jet as functions of the lepton pseudorapidity in proton-proton collisions are presented up next-to-leading order correction in QCD. The predictions are done by using the most modern parton distribution functions (PDFs). To check the reliability of the PDFs, we compared 7 TeV predictions with the available experimental results at the corresponding energy. Finally, the differential QCD predictions and the asymmetry between the $W{^+}+1$ jet and $W{^-}+1$ jet events at $\sqrt{s}=7$, 8, 13, 14 and 100 TeV are discussed in detail.

새로운 정보이론적 최적기준에 의한 블라인드 등화 (A New Criterion of Information Theoretic Optimization and Application to Blind Channel Equalization)

  • 김남용;리우킹 양
    • 인터넷정보학회논문지
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    • 제10권1호
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    • pp.11-17
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    • 2009
  • 인터넷에 관련된 많은 연구들이 멀티포인트 통신에 집중되어 있으며 이 멀티 포인트 통신에 블라인드 등화기술이 주로 사용되어 왔다. 이 논문에서는, 적응 블라인드 등화기를 위해, 두 확률밀도함수의 유클리드 거리를 최소화하는 기준을 소개한다. 파젼 확률밀도로 표현되는 유클리드 거리가 최소화되기 위해, 전송 심볼의 확률밀도함수와 같은 형태를 갖도록 하는 랜덤 심볼을 수신단에서 생성하여 사용한다. 시뮬레이션 결과로부터, 일반적으로 쓰이는 CMA 알고리듬이 열악한 성능을 보이는 채널모델에 대해 제안한 방식은 크게 향상된 성능을 나타냈다. CMA와 비교했을 때, 채널의 고유치분포비에 대해서도 비교적 민감하지 않은 일관된 성능을 보였으며, ITL의 한 영역으로서, 파젼 확률밀도를 사용한 유클리드 거리 최소화 기준이 블라인드 등화에 성공적으로 응용될 수 있음을 보였다.

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CARS를 이용한 희박 예혼합 가스터빈 연소기내 온도 측정 (I) -연료/공기 혼합정도가 위상별 온도에 미치는 영향- (Phase-Resolved CARS Temperature Measurement in a Lean Premixed Gas Turbine Combustor (I) -Effect of Equivalence Ratio on Phase-Resolved Gas Temperature-)

  • 이종호;전충환;박철웅;한재원;장영준
    • 대한기계학회논문집B
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    • 제28권10호
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    • pp.1184-1192
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    • 2004
  • Experimental investigations were carried out in an atmospheric pressure, optically accessible and laboratory-scale dump combustor operating on methane gas. The objective of this study was to obtain the phase-resolved gas temperatures at different phases of the oscillating pressure cycle during unstable combustion. CARS temperature measurements were made at several spatial locations under lean premixed conditions to get the information on temperature field within the combustor. Also the effect of incomplete fuel-air mixing on phase-resolved temperature fluctuation was investigated. Results including phase-resolved averaged temperature, normalized standard deviation and temperature probability distribution functions (PDFs) were provided in this paper. Temperature PDFs gave an insight on the flame behavior. And strong correlation between phase-resolved temperature profile and pressure cycle was observed. Results of the phase-resolved high temperature gave an additional information on the perturbation of equivalence ratio at flame as well as the effect of mixing quality on NOx emission characteristics.