• 제목/요약/키워드: Multiple Simulation

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Multi-Regional Resources Management Practice using Water-Energy-Food Nexus Simulation Model

  • Wicaksono, Albert;Jeong, Gimoon;Kang, Doosun
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2019년도 학술발표회
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    • pp.163-163
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    • 2019
  • The rapidly growing global population increases the awareness of water, energy, and food security worldwide. The concept of Water, Energy, and Food nexus (hereafter, WEF nexus) has been widely introduced as a new resources management concept that integrate the water, energy, and food in a single management framework. Recently, WEF nexus analyzes not only the interconnections among the resources, but also considers the external factors (such as environment, climate change, policy, finance, etc) to enhance the resources sustainability by proper understanding of their relations. A nation-level resources management is quite complex task since multiple regions (e.g., watersheds, cities, and counties) with different characteristics are spatially interconnected and transfer the resources each other. This study proposes a multiple region WEF nexus simulation and transfer model. The model is equipped with three simulation modules, such as local nexus simulation module, regional resources transfer module, and optimal investment planning module. The model intends to determine an optimal capital investment plan (CIP), such as build-up of power plants, water/waste water treatment plants, farmland development and to determine W-E-F import/export decisions among areas. The objective is to maximize overall resources sustainability while minimize financial cost. For demonstration, the proposed model is applied to a semi-hypothetical study area with three different characterized cities. It is expected the model can be used as a decision support tool for a long-term resources management planning process.

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시뮬레이션 모형을 통한 관광정보서비스 효과 분석 (Analysis of Tour Information Services using Agent-based Simulation)

  • 김현명;오준석
    • 대한교통학회지
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    • 제24권6호
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    • pp.103-117
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    • 2006
  • 본 연구에서는 개별 관광객을 Simulation하는 모형을 개발하고. 이를 이용해 첨단 관광정보시스템 하에서의 여행객의 관광지 선택행태 변화와 관광 수요 패턴의 변화를 분석하였다. 관광객의 여행계획 목적함수는 기대효용 최대화로 가정하였고, 교통망에서 순차적 방문 계획 해를 얻기 위해 Traveling Salesman Problem(TSP)을 이용하였다. 단 관광객들의 경우 하루 동안 주어진 여행시간과 여행예산의 제약이 존재하기 때문에, 제약이 존재하는 TSP. 즉 Prize-Collecting TSP를 이용하였으며, 하루 이상 관광지에 체류하는 관광객들의 여행계획 문제를 풀기위해 Prize-Collecting Multiple-Day TTaveling Salesman Problem(PC MD TSP)을 개발하였다 관광 정보의 형태는 사전정보, Oft-line 정보. On-line 정보로 구분하여, 전체 관광객들을 이용 가능한 정보 형태에 따라 3가지 계층으로 구분하였으며. Simulation을 통해 각 관광지의 관광객을 계산하였다. 개발된 모형을 통해 Ubiquitous 환경에서의 On-line 정보가 관광객들뿐만 아니라 관광지에도 수요증가에 따른 운영 이익 증대를 가져다 줄 수 있음을 확인하였다.

다수 표적 연속교전 상황에서의 최적 발사각 Sequence 결정 개념 연구 (Study on a Noble Methodology for the Automatic Decision of Optimal Launch Angle Sequence under Multi-Target Engagement)

  • 류선미
    • 한국시뮬레이션학회논문지
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    • 제25권3호
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    • pp.133-146
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    • 2016
  • 단일 발사대에 탑재된 다수의 유도탄이 다수의 표적과 순차적으로 교전하는 상황에서 발사대는 유도탄이 해당 표적을 타격할 수 있도록 적절한 발사각을 설정하여 구동하게 된다. 이 때, 개별 표적에 대해 할당된 순서대로 교전을 수행하게 되면 전체 교전 시간이 길어지며, 이동하는 표적이 교전 가능 영역을 벗어나게 되어 부분적으로 교전에 실패할 가능성이 있다. 따라서 다양한 표적 배치 상황에서 최적 교전을 수행할 수 있는 발사각 시퀀스(Sequence)에 대한 연구가 필수적이다. 본 연구에서는 다수의 이동하는 표적이 있는 전장 시나리오에서 시뮬레이션을 통해 모든 발사각 시퀀스에 대한 결과를 계산하고, 이 중 전체 교전 시간을 최소화 하는 최적의 발사각 시퀀스를 추출하는 과정을 통해 표적 시나리오에 따른 시퀀스 결정 논리를 모델링하였다. 그리고 그 모델링 결과를 통해 나온 교전 시퀀스와 시뮬레이션을 통해 획득한 최적 혹은 준최적 발사각 시퀀스를 비교함으로써 본 연구에서 제안한 최적 발사각 시퀀스 결정 개념을 검증하였다.

과도 절삭에서의 절삭 공정 시뮬레이션 (Cutting Process Simulation in Transient Cuts)

  • 고정훈;조동우;윤원수;김주한
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 2001년도 춘계학술대회 논문집(한국공작기계학회)
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    • pp.447-452
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    • 2001
  • In most of the existing mechanistic models, the cutting process simulation is often restricted to a single path machining operation under a fixed cutting condition. Complex cutting processes such as die or mold manufacturing, however, are performed under two- or three-dimensional multiple tool paths. Since the tool paths in CNC machining are composed of line and arc segments, transient cuts are frequently occured due to the multiple paths. Even in steady cuts, the width of cut is varied with each segment. In this regard, this paper deals with the development of process simulation system for transient cuts, where continuously changing cutting configuration is computed, and then the cutting forces are predicted.

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인공신경망을 이용한 한국 종합주가지수의 방향성 예측 (Predicting Korea Composite Stock Price Index Movement Using Artificial Neural Network)

  • 박종엽;한인구
    • 지능정보연구
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    • 제1권2호
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    • pp.103-121
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    • 1995
  • This study proposes a artificial neural network method to predict the time to buy and sell the stocks listed on the Korea Composite Stock Price Index(KOSPI). Four types (NN1, NN2, NN3, NN4) of independent networks were developed to predict KOSPIs up/down direction after four weeks. These networks have a difference only in the length of learning period. NN5 - arithmetic average of four networks outputs - shows an higher accuracy than other network types and Multiple Linear Regression (MLR), and buying and selling simulation using systems outputs produces higher reture than buy-and-hold strategy.

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등온 DSC를 이용한 고에너지 물질의 정밀 반응 모델 기법 개발 (Kinetics analysis of energetic material using isothermal DSC)

  • 김유천;박정수;권국태;여재익
    • 한국연소학회:학술대회논문집
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    • 한국연소학회 2015년도 제51회 KOSCO SYMPOSIUM 초록집
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    • pp.219-222
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    • 2015
  • The kinetic analysis of energetic materials using Differential Scanning Calorimetry (DSC) is proposed. Friedman Isoconversional method is applied to DSC experiment data and AKTS software is used for analysis. The frequency factor and activation energy are extracted as a function of product mass fraction. The extracted kinetic scheme does not assume multiple chemical steps to describe the response of energetic materials; instead, multiple set of Arrhenius factors are used in describing a single global step. The proposed kinetic scheme has considerable advantage over the standard method based on One-Dimenaionl Time to Explosion (ODTX). Reaction rate and product mass fraction simulation are conducted to validate extracted kinetic scheme. Also a slow cook-off simulation is implemented for validating the applicability of the extracted kinetics scheme to a practical thermal experiment.

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Adaptive Reconstruction of Multi-periodic Harmonic Time Series with Only Negative Errors: Simulation Study

  • Lee, Sang-Hoon
    • 대한원격탐사학회지
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    • 제26권6호
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    • pp.721-730
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    • 2010
  • In satellite remote sensing, irregular temporal sampling is a common feature of geophysical and biological process on the earth's surface. Lee (2008) proposed a feed-back system using a harmonic model of single period to adaptively reconstruct observation image series contaminated by noises resulted from mechanical problems or environmental conditions. However, the simple sinusoidal model of single period may not be appropriate for temporal physical processes of land surface. A complex model of multiple periods would be more proper to represent inter-annual and inner-annual variations of surface parameters. This study extended to use a multi-periodic harmonic model, which is expressed as the sum of a series of sine waves, for the adaptive system. For the system assessment, simulation data were generated from a model of negative errors, based on the fact that the observation is mainly suppressed by bad weather. The experimental results of this simulation study show the potentiality of the proposed system for real-time monitoring on the image series observed by imperfect sensing technology from the environment which are frequently influenced by bad weather.

다분포 대형 시뮬레이션 모형에 대한 결합상관방법 (Combined Correlation Methods for Multipopulation Metamodel)

  • 권치명
    • 한국시뮬레이션학회논문지
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    • 제1권1호
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    • pp.1-16
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    • 1992
  • This research develops two variance reduction methods for estimating the parameters of the experimental simulation model having multiple design points based on an approach focusing on reduction of the variances of the mean responses across multiple design points. The first method extends a combined approach of antithetic variates and control variates for a single design point to the multipopulation context with independent streams across the design points. The second method extends the same strategy in conjunction with the Schruben-Margolin method for improving the first method. We illustrate an example for implementing the second method. We expect these two approaches may improve the estimation of the parameters of interest compared with the control variates method.

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해상초계기 주요 수리부속 재고수준이 운용가용도에 미치는 영향 연구 (The Impact of P-3 Essential Assemblies on Operational Availability)

  • 박지훈;마정목
    • 한국군사과학기술학회지
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    • 제22권3호
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    • pp.416-424
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    • 2019
  • This paper studies the optimal inventory levels of P-3 assemblies in order to assure the required operational availability. A simulation model is developed for identifying the impact of the inventory levels on operational availability. Based on the result of the simulation model, multiple regression analysis is performed. Finally, the optimal inventory levels of critical P-3 assemblies are determined with integer programming. Additionally, sensitivity analysis of depot maintenance period is also conducted for its impact on the operational availability.

Aerodynamic and hydrodynamic force simulation for the dynamics of double-pendulum articulated offshore tower

  • Zaheer, Mohd Moonis;Islam, Nazrul
    • Wind and Structures
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    • 제32권4호
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    • pp.341-354
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    • 2021
  • Articulated towers are one of the class of compliant offshore structures that freely oscillates with wind and waves, as they are designed to have low natural frequency than ocean waves. The present study deals with the dynamic response of a double-pendulum articulated tower under hydrodynamic and aerodynamic loads. The wind field is simulated by two approaches, namely, single-point and multiple-point. Nonlinearities such as instantaneous tower orientation, variable added mass, fluctuating buoyancy, and geometrical nonlinearities are duly considered in the analysis. Hamilton's principle is used to derive the nonlinear equations of motion (EOM). The EOM is solved in the time domain by using the Wilson-θ method. The maximum, minimum, mean, and standard deviation and salient power spectral density functions (PSDF) of deck displacement, bending moment, and central hinge shear are drawn for high and moderate sea states. The outcome of the analyses shows that tower response under multiple-point wind-field simulation results in lower responses when compared to that of single-point simulation.