• 제목/요약/키워드: model based simulation

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Evaluating Schedule Uncertainty in Unit-Based Repetitive Building Projects

  • Okmen, Onder
    • Journal of Construction Engineering and Project Management
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    • 제3권2호
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    • pp.21-34
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    • 2013
  • Various risk factors affect construction projects. Due to the uncertainties created by risk factors, actual activity durations frequently deviate from the estimated durations in either favorable or adverse direction. For this reason, evaluation of schedule uncertainty is required to make decisions accurately when managing construction projects. In this regard, this paper presents a new computer simulation model - the Repetitive Schedule Risk Analysis Model (RSRAM) - to evaluate unit-based repetitive building project schedules under uncertainty when activity durations and risk factors are correlated. The proposed model utilizes Monte Carlo Simulation and a Critical Path Method based repetitive scheduling procedure. This new procedure concurrently provides the utilization of resources without interruption and the maintenance of network logic through successive units. Furthermore, it enables assigning variable production rates to the activities from one unit to another and any kind of relationship type with or without lag time. Details of the model are described and an example application is presented. The findings show that the model produces realistic results regarding the extent of uncertainty inherent in the schedule.

소형모터 생산시스템의 생산계획수립을 위한 설비배치 기반의 시뮬레이션 모형 구축 (Developing a Layout Based Simulation Model for Production Planning of Small Motor Production System)

  • 김승환
    • 한국시뮬레이션학회:학술대회논문집
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    • 한국시뮬레이션학회 1998년도 추계학술대회 및 정기총회
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    • pp.65-65
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    • 1998
  • Manufacturing systems like a motor production process are analyzed using simulations than numerical analyses and/or heuristic methods due to their stochastic properties. The SME(small and medium enterprise) producing automotive motors that develop CIM systems to improve production performance is focused as an application site. We analyze and understand the system exactly using layout based simulation, and then we will suggest the initial feashible production-plan dependent on the layout to overcome weak-points of the current system(i.e., high WIPs, bottle-neck processes, due-date delays and etc.). And, solutions are suggested to increase performances of SMEs producing automotive motors in this paper. The simulation model built in this study is moedlled and analyzed with fully object-oriented methodology using SiMPLE++TM according to properties of production processes of the automotive motor. And, we will introduce ways to verify the model with developed templates for reusability when new needs will be occurred such as designing a new ship, extension or rearrangement of the system, change of production-plans, receiving urgent orders, and so on.

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통합 접근 제어를 위한 시뮬레이션 모델 설계 (Design of a Simulation Model for Integrated Access Control)

  • 이호
    • 한국컴퓨터정보학회논문지
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    • 제9권4호
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    • pp.49-54
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    • 2004
  • 규칙 기반 접근 제어가 신분 기반 접근 제어의 완전한 대체 방법이 아니듯이 직무 기반 접근 제어도 신분 기반 접근 제어와 규칙 기반 접근 제어의 병합이 아닌 상호 보완적인 방법이다. 본 논문에서는 기존의 접근 제어 메커니즘을 통합하여 보안성 무결성 및 흐름 제어 보안 기능을 제공하며 직무 중심 조직의 접근 제어 요구를 용이하게 수용할 수 있는 새로운 방식의 통합 접근 제어를 위한 시뮬레이션 모델을 설계하여 이를 실제의 응용 시스템에 적용할 수 있도록 한다.

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농업용 저수지 수질모델 (ARSIM-rev) 개발 및 적용 (Development and Application of Agricultural Reservoir Water Quality Simulation Model (ARSIM-rev))

  • 함종화;김동환;김형중;김미옥
    • 한국농공학회논문집
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    • 제54권6호
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    • pp.65-76
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    • 2012
  • Agricultural reservoir water quality simulation model (ARSIM-rev) was developed in this study for water quality simulation of a small and shallow agricultural reservoir with limited observed water quality data. Developed ARSIM-rev is a zero-dimensional water quality model because of little spatial differences in water quality between stations in a small and shallow agricultural reservoir. ARSIM-rev used same water quality reaction equations with WASP except for several equations, and daily based input parameters such as settling rate, release rate from sediment, and light extinction coefficient changed yearly based input parameters in ARSIM-rev. A number of pre- and post-processors were developed such as auto calibration and scenario analysis for ARSIM-rev. CE-QUAL-W2, WASP, and developed ARSIM-rev were applied to Mansu agricultural reservoir to evaluate model performance, and ARSIM-rev demonstrated similar model performance with CE-QUAL-W2 and WASP when low number of observed data was used for agricultural reservoir water quality simulation. Overall, developed ARSIM-rev was feasible for water quality simulation in a small and shallow agricultural reservoir with limited observed water quality data, and it can simulate agricultural reservoir water quality precisely enough like common water quality model such as CE-QUAL-W2 and WASP within a limited time.

기하학적 Ring 모델에 기반을 둔 협력형 MIMO 채널 시뮬레이터 (Cooperative MIMO Channel Simulation Based on the Geometrical Ring Model)

  • 양미선;김동우
    • 한국통신학회논문지
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    • 제33권3A호
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    • pp.235-239
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    • 2008
  • 본 논문에서는 협력형 MIMO (multi-input multi-output) 채널 모델의 시뮬레이션 모델을 제안한다. 여기서 기하학적 one-ring 채널 모델과 기하학적 two-ring 채널 모델을 확장시켜 서 협력형 one-ring 채널 모델을 소개한다. 먼저, 송신 노드와 수신 노드 그리고 중계 노드가 모두 정방향의 무한개의 스캐터로 둘러 쌓여 있다는 가정아래, 협력형 one-ring 채널에 대한 참조 모델의 복소 채널 이득과 상관관계 함수를 정의한다. 다음으로, 그 참조 모델의 상관관계 함수의 값을 만족하도록 하는 시뮬레이션 모델을 제안한다. 이를 위하여 본 논문에서는 MEDS(method of exact Doppler spread) 방법을 이용하며, 마지막으로, 제안된 시뮬레이션 모델과 참조 모델의 상관관계 함수의 결과를 비교함으로서 적합한 시뮬레이션 모델임을 보인다.

연속 회분식 반응조에서 생물학적 영양염류 제거에 대한 모델링 및 동적 시뮬레이션(I) (Modeling and Dynamic Simulation for Biological Nutrient Removal in a Sequencing Batch Reactor(I))

  • 김동한;정태학
    • 상하수도학회지
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    • 제13권3호
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    • pp.42-55
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    • 1999
  • A mathematical model for biological nutrient removal in a sequencing batch reactor process, which is based on the IAWQ Activated Sludge Model No. 2 with a few modifications, has been developed. Twenty water quality components and twenty three kinetic equations are incorporated in the model. The model is structured in the matrix form based on the law of mass conservation using stoichiometry and kinetic equations. Stoichiometric coefficients and kinetic parameters included in the model equations are chosen from the literature. A multistep predictor-corrector algorithm of variable step-size is adopted for solving the vector nonlinear ordinary differential equations. The simulation for experimental results is conducted to evaluate the validity of the model and to calibrate coefficients and parameters. The simulation using the model well represents the experimental results from laboratory. The mathematical model developed in this study may be utilized for the design and operation of a sequencing batch reactor process under the steady and unsteady-state at various environmental conditions.

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선박입출항 시뮬레이션을 통한 항만 물류시스템의 분석 (Analysis of Physical Distribution System in Harbour by Simulation)

  • 임재민
    • 한국시뮬레이션학회:학술대회논문집
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    • 한국시뮬레이션학회 1998년도 추계학술대회 및 정기총회
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    • pp.21-24
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    • 1998
  • Simulation modeling has become an extremely important approach to analyzing complex system. In recent years the number of people using simulation as problem-solving aid has increased. In this Paper, we developed a simulation model for analyzing the physical distribution system in ports. We used Arena 2.2 which is a kind of simulation software based common simulation language, SIMAN V. And then, we applied this model to kwangyang port(partially) and analyzed the effect of it upon port system in according to change of the quantity of goods transported.

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가상제조환경을 위한 형상기구학 모델링 및 시뮬레이션으로의 DEVS 확장 (Extending the DEVS formalism toward Geometrical Kinematic Modeling and Simulation for Virtual Manufacturing Environment)

  • 황문호
    • 한국시뮬레이션학회:학술대회논문집
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    • 한국시뮬레이션학회 1999년도 추계학술대회 논문집
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    • pp.24-29
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    • 1999
  • Proposed in this paper is a modeling and simulation methodology for a virtual manufacturing environment. Based on DEVS formalism[Zeigler 76], the proposed model, so called GKDEVS, is designed to descript the geometrical knematic structure as well as event-driven and continuous state dynamics. In terms of abstract simulation algorithm[Zeigler 84], the simulation method of GKDEVS is proposed for combined discrete-continuous simulation. Using the GKDEVS, and FMS model consisting of a turing machine, a 3-axis machine and a RGV-mounted robot is constructed and simulated.

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데이터시트 기반의 새로운 PSIM 태양광 모델 (A New PSIM Model for PV Panels Employing Datasheet-based Parameter Tuning)

  • 박준영;최성진
    • 전력전자학회논문지
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    • 제20권6호
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    • pp.498-508
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    • 2015
  • In the simulation of photovoltaic (PV) power conditioning systems, PSIM is a widely accepted circuit simulation platform because of its fast speed and C-code support. PSIM provides two kinds of generic PV panel models: functional model and physical model. Whereas the functional model simulates PV in the standard test condition (STC) only, the physical model can emulate changing PV characteristics under varying temperatures and irradiation conditions and is thus more suitable for system simulation. However, the physical model requires complicated parameters from users, and thus it is prone to errors and is difficult to use. In this study, a new PSIM model for PV is presented to solve these problems. The proposed model utilizes manufacturers' datasheet values specified under STC only and excludes user-defined information from input parameters. To achieve good accuracy even in varying environmental conditions, single-diode model parameters are successively tuned to a time-varying virtual datasheet. Comparison with a conventional physical model shows that the proposed model provides more accurate simulation according to error analysis based on the EN50530 standard.

Review of earthquake-induced landslide modeling and scenario-based application

  • Lee, Giha;An, Hyunuk;Yeon, Minho;Seo, Jun Pyo;Lee, Chang Woo
    • 농업과학연구
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    • 제47권4호
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    • pp.963-978
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    • 2020
  • Earthquakes can induce a large number of landslides and cause very serious property damage and human casualties. There are two issues in study on earthquake-induced landslides: (1) slope stability analysis under seismic loading and (2) debris flow run-out analysis. This study aims to review technical studies related to the development and application of earthquake-induced landslide models (seismic slope stability analysis). Moreover, a pilot application of a physics-based slope stability model to Mt. Umyeon, in Seoul, with several earthquake scenarios was conducted to test regional scale seismic landslide mapping. The earthquake-induced landslide simulation model can be categorized into 1) Pseudo-static model, 2) Newmark's dynamic displacement model and 3) stress-strain model. The Pseudo-static model is preferred for producing seismic landslide hazard maps because it is impossible to verify the dynamic model-based simulation results due to lack of earthquake-induced landslide inventory in Korea. Earthquake scenario-based simulation results show that given dry conditions, unstable slopes begin to occur in parts of upper areas due to the 50-year earthquake magnitude; most of the study area becomes unstable when the earthquake frequency is 200 years. On the other hand, when the soil is in a wet state due to heavy rainfall, many areas are unstable even if no earthquake occurs, and when rainfall and 50-year earthquakes occur simultaneously, most areas appear unstable, as in simulation results based on 100-year earthquakes in dry condition.