• Title/Summary/Keyword: Modeling and Simulation

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Development Environment and Extended DEVS Formalism for User-Level Customizable Modeling and Simulation (사용자 수준 맞춤형 모델링 및 시뮬레이션을 위한 개발환경 및 확장된 DEVS 형식론)

  • Lee, Jun Hee;Kang, Bong Gu;Kim, Tag Gon
    • Journal of the Korea Society for Simulation
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    • v.27 no.3
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    • pp.37-44
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    • 2018
  • In applying modeling and simulation (M&S) techniques to analyze complex discrete event dynamic systems, conventionally users had to use different simulation environments depending on the user-level. To solve the inconvenience, this paper proposes an integrated development environment for M&S depending on user-level and a formalized interface to manage the model in the development environment efficiently. The interface consists of an extended DEVS formalism and model making rules. The development environment is divided into a modeling environment and a simulation environment. In the modeling environment, three modeling methods are provided for each level of the users. Users inputs several parameters to the model generated as a result of the modeling process, and experiments in various cases by using the simulation environment. The case study shows the implementation of the proposed M&S environment, and using the implemented environment, it shows the M&S process of the complex defense combat system.

HIGH FIDELITY MODELING AND SIMULATION OF A SATELLITE SYSTEM

  • Sungki Cho;Lee, Sanguk;Kim, Jae-Hoon;Lee, Seong-Pal
    • Proceedings of the Korea Society for Simulation Conference
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    • 2001.10a
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    • pp.131-135
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    • 2001
  • A method for modeling and simulation of a satellite system is presented. The characteristics of a typical satellite system is discussed. for high fidelity modeling and simulator development of a satellite, the object-oriented analysis and design methodology is discussed and applied.

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A Comparative Study of Building Energy Simulations for Building Types in Multiple Stock Housing based on BIM(Building Information Modeling) (BIM기반의 공동주택 주동 유형별 건물에너지 시뮬레이션 비교에 관한 연구)

  • Lee, Byeongho;Lee, Geonwon;Yeo, Youngho
    • KIEAE Journal
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    • v.10 no.4
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    • pp.87-100
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    • 2010
  • The energy efficient design of the multiple stock housing is very important not only to save energy but also to increase sustainability in a whole city because the multiple stock housing type is dominated in the major residential supply markets in Korea. During the early design phase of the multiple stock housing type, the architect need convenient and accurate tools for evaluating energy consumptions based on building types rapidly. Building Information Modeling(BIM) is introduced as useful tool systems providing interoperability between 3rd dimensional modeling tools and environmental engineering analysis tools, and could reduce time and cost for unnecessary modeling works in the analysis. However, it is still hard to apply to building design practice and integrated energy simulation techniques because interoperability using industrial standard file formats such as IFC and bXML is still underdeveloped. Therefore, the purpose of this study is to perform the building energy simulations, to compare the results on typical building types in multiple stock housing based on BIM, and to clear the problems using industrial standard file formats between 3rd dimensional modeling and building energy simulation software. In addition, through comparisons with simulation results according to the typical building types such as building forms, orientations, and building stories, the interrelation ship and characteristics of BIM based building energy simulation software are analysed and evaluated.

DEVSim++ - NS2 Interoperating Environment for Protocol Evaluation (프로토콜 평가를 위한 DEVSim++ 와 NS2 의 연동 환경)

  • 김회준;김탁곤
    • Proceedings of the Korea Society for Simulation Conference
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    • 2002.05a
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    • pp.253-258
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    • 2002
  • This paper proposes a methodology for development of protocol models. The methodology attempts to employ two modeling environments in models development, NS2 and DEVSim++, which will interoperate during simulation. NS2 is a widely used network simulator in protocol research, which employs an informal modeling approach. Within the approach time and state information of protocol models are not explicitly described, thus being hard to validate model. On the other hand the DEVS formalism is a mathematical framework for modeling a discrete event system in a hierarchical, modular manner. In DEVS, model's time and state information is described explicitly, By using DEVS formalism, models can easily be validated and errors in the modeling stage can be reduced. However, the DEVS simulator, DEVSim++, supports a small amount of models library which are required to build simulation models of general communication network. Although NS2 employs an informal modeling approach and models validation is difficult, it supports abundant models library validated by experimental users. Thus, combination of DEVS models and NS2 models may be an effective solution for network modeling. Such combination requires interoperation between DEVSim++ simulator and NS2 simulator. This paper develops an environment for such interoperation. Correctness and effectiveness of the implemented interoperation environment have been validated by simulation of UDP and TCP models.

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Design of Conventional and Tandem AGV Systems in Object-Oriented Simulation Modeling Environment

  • Kim, Kyung-Sup;King, Russell-E.
    • IE interfaces
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    • v.8 no.2
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    • pp.135-150
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    • 1995
  • An object-oriented simulation modeling environment, AgvTalk, is presented to provide flexible modeling capabilities for simulation of many alternative AGV systems. The hierarchical features and modularity of AgvTalk create possibilities for the extension and reuse of simulation object components. Also, detailed behavior of each object in the AGV system can be modeled easily and exactly in AgvTalk because there are no limiting modeling constructs. The modeling capabilities of AgvTalk is demonstrated by designing and simulating a conceptually different configuration of AGV systems, known as, the tandem configuration. Between the tandem and conventional AGV systems, the characteristics and design methodology in AgvTalk are described. Also, simulations between two systems are compared with AgvTalk in the job shop environment.

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JAVA-BASED SIMULATION FOR DEVS

  • Bai, Tao;Zeng, Jianchao;Wang, Meng
    • Proceedings of the Korea Society for Simulation Conference
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    • 2001.10a
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    • pp.349-353
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    • 2001
  • There are many excellent characters of Java-based simulation compared with existing ones in the respect of running on the Internet/Web, reuse, integration and etc.. In this paper, the main idea of design and realization of Java-based modeling and simulation software for DEVS will be discussed in detail.

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A Methodology for Integrating Business Process and Simulation for Business Process Redesign

  • Kim, Joong-In;Yim, Dong-Soon;Choi, Jung-Sang;Kim, Keun-Chong
    • International Journal of Quality Innovation
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    • v.6 no.1
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    • pp.74-97
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    • 2005
  • IDEF0 is the IEEE standard for functional enterprise modeling and has been used for business process modeling or process mapping in US and Europe. But it does not reflect the potential benefits of modeling and simulation of the dynamic aspects of an enterprise or a system. On the other hand, simulation tools concentrate mostly on the simulation of material flows and are difficult to include information flows and control flows. Additionally, the simulation models that include elements such as queues, event generators and process nodes is a visual interactive representation for the model builder, but is inconvenient for the domain expert. In an attempt to fill that void, we provide an integration of business process and simulation models in this paper. An enhancement of the IDEF0, called parameterized IDEF0, is proposed and its conversion mechanism to network simulation model is developed. Using this methodology, business process models for alternative systems can be evaluated and compared through simulation on time, cost, and quality metrics. As an application of the proposed methodology, economic evaluation of EDI (Electronic Data Interchange) for time-based BPR (Business Process Redesign) is demonstrated. In addition to BPR, the developed methodology may be further integrated with ABC (Activity Based Costing), TQM (Total Quality Management), and economic evaluation of information systems.

Simulation Modeling Methodology and Simulation Framework for a Construction of a Digital Shipyard (디지털 조선소 구축 및 활용을 위한 모델링 및 시뮬레이션 프레임워크 구축 방법론)

  • Woo, Jong-Hun;Oh, Dae-Kyun;Kwon, Young-Dae;Shin, Jong-Eye;Sur, Joo-No
    • Journal of the Society of Naval Architects of Korea
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    • v.42 no.4 s.142
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    • pp.411-420
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    • 2005
  • World leading company and research centers have invested much cost and effort into a PLM and digital manufacturing field to obtain their own competitiveness. We have been trying to apply a digital manufacturing, especially simulation to ship production process as a part of PLM implementation for a shipyard. A shipbuilding production system and processes have a complexity and a peculiarity different from other kinds of production systems. So, new analysis and modeling methodology is required to implement digital shipyard. which is a digital manufacturing system for a shipbuilding company. This paper suggests an analysis and simulation modeling methodologies for an implementation of a digital shipyard. New methodologies such as a database-merged simulation, a distributed simulation, a modular simulation with a model library and a 3-tire simulation framework are developed.

DEVELOPMENT OF ENERGY SIMULATION USING BIM (BUILDING INFORMATION MODELING)

  • Hyunjoo Kim;Kyle Anderson;Annette Stumpf
    • International conference on construction engineering and project management
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    • 2011.02a
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    • pp.74-83
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    • 2011
  • This paper recognized a need in the architecture, engineering, and construction industry for new programs and methods of producing reliable energy simulations using BIM (Building Information Modeling) technology. Current methods and programs for running energy simulations are not very timely, difficult to understand, and lack high interoperability between the BIM software and energy simulation software. It is necessary to improve on these drawbacks as design decision are often made without the aid of energy modeling leading to the design and construction of non-optimized buildings with respect to energy efficiency. The goal of this research project is to develop a new methodology to produce energy estimates from a BIM model in a more timely fashion and to improve interoperability between the simulation engine and BIM software. In the proposed methodology, the extracted information from a BIM model is compiled into an INP file and run in a popular energy simulation program, DOE-2, on an hourly basis for a desired time period. Case study showed that the application of this methodology could be used to expediently provide energy simulations while at the same time reproducing the BIM in a more readably three dimensional modeling program. With the aid of an easy to run and easily understood energy simulation methodology, designers will be able to make more energy conscious decisions during the design phase and as changes in design requirements arise.

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COMBINING KNOWLEDGE-PROCESSING AND SIMULATION TECHNIQUES FOR SYSTEMS MODELING

  • Lehmann, Axel;Koster, Andreas
    • Proceedings of the Korea Society for Simulation Conference
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    • 2001.10a
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    • pp.3-8
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    • 2001
  • Regarding current rapid innovations and applications of information and telecommunication technologies as well as economical requirements, modeling and simulation (M&S) plays an increasingly important role for the planning, development and operation of high-tech products and systems. M&S has to seen as a key technology for multi-facetted analysis of complex systems during their life-cycles. For reasons as accuracy, credibility and cost-effectiveness, the selection of adequate and effective M&S techniques and tools is of significant importance. Regarding these aspects, this paper summarizes the basic methodological modeling approach for effective product and system modeling. In addition, besides a classification of different basic architectures and taxonomies combining knowledge-processing and simulation techniques, the paper describes some practical implementations and experiences.

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