• 제목/요약/키워드: simulation variable

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대기행렬 네트워크 시뮬레이션에서 분지확률 통제변수의 응용 (Application of Control Variable with Routing Probability to Queueing Network Simulation)

  • 권치명;임상규
    • 한국시뮬레이션학회논문지
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    • 제21권3호
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    • pp.71-78
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    • 2012
  • 본 연구는 대기행렬 네트워크 시뮬레이션에서 통제변수를 활용하여 목표 반응변수를 보다 더 정확히 추정하는 기법을 탐색한다. 반응변수 추정에서 통제변수기법의 효율성은 반응변수와 높은 상관관계를 가지는 통제변수의 선택과 선택된 통제변수를 이용하여 통제추정량을 어떻게 정의하는가에 따라 달라진다. 대기행렬 네트워크 시뮬레이션 모형에서 확률적 모형의 발전과정은 확률적 서비스시간과 분지 확률에 의하여 재현된다. 대부분의 통제변수기법은 통제추정치 구성에서 서비스 시간 확률변수를 사용한다. 본 연구는 서비스 시간 확률변수와 분지 확률변수를 동시에 사용하는 통제 추정량을 제안하고 이를 컴퓨터 네트워크 시스템의 관심 반응변수 추정에 응용하여 그 효율성을 탐색하고자 한다. 시뮬레이션 결과는 반응변수 추정에 있어서 분지확률 통제변수의 활용 가능성을 제시하고 있으며, 서비스-시간과 분지확률을 동시에 이용하는 결합 통제변수의 활용은 향후 연구가 필요한 분야로 판단된다.

可變기통 엔진에서의 最小振動 마운트系 設計를 위한 電算시뮬레이션 (Computer Simulation for Design of Minimum Vibration Mount System in Variable Displacement Engine)

  • 이종원;정경열;곽윤근
    • 대한기계학회논문집
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    • 제10권3호
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    • pp.305-315
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    • 1986
  • 본 연구에서는 가변 기통 엔진의 동특성을 규명하기 위해 세곳으로 지지되는 직렬 4기통 디이젤 엔진에 대한 3자유도 모델을 설정하였고, 이 모델에서 각 마운트의 위치와 경사각 및 방진고무의 크기를 변경시킬 때의 최적화 문제를 컴퓨터 시뮬레이션 으로 고찰하였다.

An importance sampling for a function of a multivariate random variable

  • Jae-Yeol Park;Hee-Geon Kang;Sunggon Kim
    • Communications for Statistical Applications and Methods
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    • 제31권1호
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    • pp.65-85
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    • 2024
  • The tail probability of a function of a multivariate random variable is not easy to estimate by the crude Monte Carlo simulation. When the occurrence of the function value over a threshold is rare, the accurate estimation of the corresponding probability requires a huge number of samples. When the explicit form of the cumulative distribution function of each component of the variable is known, the inverse transform likelihood ratio method is directly applicable scheme to estimate the tail probability efficiently. The method is a type of the importance sampling and its efficiency depends on the selection of the importance sampling distribution. When the cumulative distribution of the multivariate random variable is represented by a copula and its marginal distributions, we develop an iterative algorithm to find the optimal importance sampling distribution, and show the convergence of the algorithm. The performance of the proposed scheme is compared with the crude Monte Carlo simulation numerically.

Voltage Impacts of a Variable Speed Wind Turbine on Distribution Networks

  • Kim, Seul-Ki;Kim, Eung-Sang
    • KIEE International Transactions on Power Engineering
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    • 제3A권4호
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    • pp.206-213
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    • 2003
  • The main purpose of this paper is to present a simulation model for assessing the impacts of a variable speed wind turbine (VSWT) on the distribution network and perform a simulation analysis of voltage profiles along the wind turbine installed feeder using the presented model. The modeled wind energy conversion system consists of a fixed pitch wind turbine, a synchronous generator, a rectifier and a voltage source inverter (VSI). Detailed study on the voltage impacts of a variable speed wind turbine is conducted in terms of steady state and dynamic behaviors. Various capacities and different modes of variable speed wind turbines are simulated and investigated. Case studies demonstrate how feeder voltages are influenced by capacity and control modes of wind turbines and changes in wind speed under different network conditions. Modeling and simulation analysis is based on PSCAD/EMTDC a software package.

플랜트 동특성 해석용 소프트웨어 개발 및 초임계압 관류형 보일러에의 적용 (Development of Dynamic Simulation Software for Power Plant and its Application to Once-Through Boiler)

  • 이기현;이동수;조창호
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2000년도 추계학술대회논문집B
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    • pp.656-661
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    • 2000
  • In the recent trend of electric power supply market, a variable pressure operation supercritical once-through steam generator is highlighted as a thermal power plant for cycling load because of its superiority in load regulation. Almost all thermal power plants of the future are expected to be variable pressure operation supercritical once-through units. APESS(Advanced Plant Engineering & Simulation System) is a dynamic simulation software for power plant which is under being developed by Korea Heavy Industries & Construction Co., Ltd. This paper present the introduction of APESS and the result of simulation for variable pressure operation supercritical once-through steam generator.

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전달관로 요소를 이용한 가변스텝 시뮬레이션 (Variable step size simulation using transmission line element)

  • 황운규;조승호
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2000년도 추계학술대회논문집A
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    • pp.682-687
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    • 2000
  • In this paper, the simulation methods using transmission lines are studied and realized, which are necessary in design and analysis of hydraulic control systems. The basic idea of this method is that system components are separated by transmission line element for simulation. The PI-controller can keep inductance level as low as desired. It can also handle nonlinearities and discontinuities without flag signal when restarting integration. Parallel hydraulic circuits are simulated using parallel processing algorithm. To shoe that using variable timestep size in each subsystem, simulation time can be reduced. Performance of the simulation results is compared with that of Runge Kutta method.

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Pre-Adjustment of Incomplete Group Variable via K-Means Clustering

  • Hwang, S.Y.;Hahn, H.E.
    • Journal of the Korean Data and Information Science Society
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    • 제15권3호
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    • pp.555-563
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    • 2004
  • In classification and discrimination, we often face with incomplete group variable arising typically from many missing values and/or incredible cases. This paper suggests the use of K-means clustering for pre-adjusting incompleteness and in turn classification based on generalized statistical distance is performed. For illustrating the proposed procedure, simulation study is conducted comparatively with CART in data mining and traditional techniques which are ignoring incompleteness of group variable. Simulation study manifests that our methodology out-performs.

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무게-가변형 드론을 위한 동역학 기반 시뮬레이터 개발 (Development of Simulator for Weight-Variable Type Drone Base on Kinetics)

  • 백금봉;김정환;김식
    • 대한임베디드공학회논문지
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    • 제15권3호
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    • pp.149-157
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    • 2020
  • Regarding previously-developed drone simulators, it was easy to check their flight stability or controlling functions based on the condition that their weight was fixed from the design. However, the drone is largely classified into two types that is the one with the fixed weight whose purpose is recording video with camera and racing and another is whole weight-variable during flight with loading the articles for delivery and spraying pesticide though the weight of airframe is fixed. The purpose of this thesis is to analyze the structure of drone and its flight principle, suggest dynamics-model-based simulator that is capable of simulating weight-variable drone and develop the simulator that can be used for designing main control board, motor and transmission along the application of weight-variable drone. Weight-variable simulator was developed by using various calculation to apply flying method of drone to the simulator. First, ground coordinate system and airframe-fixing coordinate system were established and switching matrix of those two coordinates were made. Then, dynamics model of drone was established using the law of Newton and moment balance principle. Dynamics model was established in Simulink platform and simulation experiment was carried out by changing the weight of drone. In order to evaluate the validity of developed weight-variable simulator, it was compared to the results of clean flight public simulator against existing weight-fixed drone. Lastly, simulation test was performed with the developed weight-variable simulation by changing the weight of drone. It was found out that dynamics model controlled various flying positions of drone well from simulation and the possibility of securing the optimum condition of weight-variable drone that has flying stability and easiness of controlling.

가변구조 모델링을 위한 확장된 DEVS 모델링 및 시뮬레이션 방법론 (Extend DEVS Modeling and Simulation Methodology for Variable Structure Modeling)

  • 정기찬;이종근;이장세;지승도
    • 한국시뮬레이션학회논문지
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    • 제8권4호
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    • pp.109-124
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    • 1999
  • The major objective of this research is to design and build the variable structure DEVS modeling & simulation framework. To do this, we have proposed the direct message passing mechanism between the model and its simulator to deal with the structural demand from the model during the simulation. In this approach, four types of basic messages are introduced for the vertical(creation/deletion of the child) and horizontal(creation/deletion of the brother) structural changes. Proposed methodology has been successfully applied to the multi-processor system and the forest fire information system.

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