• Title/Summary/Keyword: 모델링 모듈

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An Intrusion Detection System with Temporal Event Modeling based on Hidden Markov Model (은닉 마르코프 모델에 기반한 정상행위의 순서적 이벤트 모델링을 통한 침입탐지 시스템)

  • 최종호;조성배
    • Proceedings of the Korean Information Science Society Conference
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    • 1999.10c
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    • pp.306-308
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    • 1999
  • 사회분야 전반이 전산화되면서 전산시스템에 대한 효과적인 침입방지와 탐지가 중요한 문제로 대두되었다. 침입행위도 정상사용행위와 마찬가지로 전산시스템 서비스를 사용하므로 호출된 서비스의 순서로 나타난다. 본 논문에서는 정상사용행위에 대한 서비스 호출순서를 모델링 한 후 사용자의 사용패턴을 정상행위와 비교해서 비정상행위(anomaly)를 탐지하는 접근방식을 사용한다. 정상 행위 모델링에는 순서정보를 통계적으로 모델링하고 펴가하는데 널리 쓰이고 있는 HMM(Hidden Markov Model)을 사용하였다. Sun사의 BSM 모듈로 얻어진 3명 사용자의 사용로그에 대하여 본 시스템을 적용한 결과, 학습되지 않은 u2r 침입에 대해 2.95%의 false-positive 오류에서 100%의 탐지율을 보여주었다.

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A Study on the Direction of Modeling Techniques for the Development of Large Scale Software (큰 규모 소프트웨어의 개발을 위한 모델링 기법의 방향성에 대한 연구)

  • Cho, Min-Ho
    • The Journal of the Korea institute of electronic communication sciences
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    • v.15 no.1
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    • pp.167-172
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    • 2020
  • The importance of modeling in large-scale software development has already been confirmed. In most of the projects, modeling is done using UML. However, UML is a class-based modeling tool, which is complicated and lacks in modeling common modules, components, processes, and data. To supplement this point, this paper will help the actual industrial field by suggesting the integration of various modeling techniques, including structural methodology and information engineering methodology developed in the computer field. Through this paper, I would like to show that it is useful to use various methodologies instead of using UML to develop software that satisfies customers.

A Study on Simulation of Photovoltaic Module for Stand-Alone Photovoltaic System (독립형 태양광시스템에 적용한 태양광 모듈 시뮬레이션에 관한 연구)

  • Hwang, Gye-Ho;Kim, Won-Gon;Yun, Jong-Bo;Moon, In-Ho;Lee, Bong-Seob;Jung, Do-Young
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.23 no.2
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    • pp.131-137
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    • 2009
  • This presents the equivalent circuit model of solar cell with irradiation and temperature condition. Based on solar cell model, the photovoltaic module specification of manufacturer compare with photovoltaic module simulation and is investigated by simulation results. The obtained results indicate that residual of simulation value and specification value about photovoltaic module is lower. There is considerable validity in simulation of photovoltaic module. Thus, the optimum simulation of photovoltaic module array are studied in this paper. This paper propose the sizing optimization of photovoltaic module array for stand-alone photovoltaic system. Also, the proposed stand-alone photovoltaic system is setting in special region(in seoul). This paper presents simulation characteristic of optimization output power in seoul.

Driving Control Scheme for High-Load Radar Platform using the Embedded System (임베디드시스템 적용 고부하 레이다 플랫폼 구동 제어)

  • Yushin Chang;Byeol Han;Sungyong Lee
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.07a
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    • pp.505-506
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    • 2023
  • 본 논문은 임베디드시스템을 적용한 대용량 고부하 레이다 플랫폼의 구동 제어 방안을 제안한다. 군사적 방어 목적용 지대공 유도 미사일 시스템의 구성품인 다기능 레이다 시스템은 고중량의 안테나를 구동해야하는 대용량 고부하 레이다 구동 플랫폼이 필수이다. 이 다기능 레이다 시스템은 360도 방위각 전방향을 일정한 속도로 방위각 회전하며 감시정찰 및 방어 임무를 수행한다. 여기서 대부하 레이다 구동 플랫폼은 방위각회전 구동장치를 이용하여 일정한 속도로 360도 방위각 방향으로 안정적인 회전을 가능하도록 구동 제어한다. 본 구동 제어를 실시간으로 구현하기 위해 임베디드시스템인 DSP(Digital Signal Processor)가 포함된 제어모듈은 구동모듈에 회전구동 명령을 인가하여 일정한 회전각속도로 구동하도록 회전구동 모터를 실시간 제어한다. 고부하 레이다 플랫폼은 직구동모터타입의 회전구동모터, 회전체에 신호와 전원을 공급하기 위한 회전슬립링, 회전체의 회전각도를 측정하기 위한 회전센서로 구성된 방위각회전구동장치와 전체 전원을 공급받아 사용 목적에 맞게 변환하여 공급하는 전원모듈, 구동모터에 구동전원을 공급하기 위한 구동모듈, 회전구동 명령에 따라 구동제어하기 위한 제어모듈로 구성된 제어장치로 구분된다. 본 논문에서는 대부하 레이다 구동 플랫폼을 시뮬레이션 모델링으로 구현하고 제안하는 구동 제어 방안은 구동제어시뮬레이션으로 검증한다.

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Research about Urban Growth Model's Automation (도시성장모형의 시뮬레이션 자동화에 관한 연구)

  • Yun, Jeong-Mi;Park, Jeong-Wo
    • Journal of the Korean Association of Geographic Information Studies
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    • v.11 no.1
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    • pp.1-9
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    • 2008
  • Recently, various researches have been studied on the predict method of land change according to its development. The Cellular Automata(CA) is one of the most popular methods in the urban growth modeling. The basis principle of CA is to repeat operations, which convert the current cell into new cell state by the transaction rule. It will minimize the loss of data by using Fuzzy-AHP and it can lead the flexible urban growth modeling. However, AHP would have a disadvantage to repeat the procedure of the collecting intentions until it derives the weight. Also, it is necessary for the simulation of CA to repeat the operations and the test of data accuracy should be accompanied. The purpose of this study is to predict the Busan city growth model and analyze it according to the automated test method by applying CA as well as Fuzzy-AHP. This study shall improve the difficulties caused by complexity and repetitiveness in the urban grow modeling. The practical modeling could be derived from the verification, and the derived modules could be applied to the similar case studies.

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A Numerical Modeling of Smoke Behavior and Detection for Fire Developed in International Space Station (국제우주정거장 내부 화재시 연기거동 및 감지특성에 관한 수치 모델링)

  • Park, Seul-Hyun;Lee, Joo-Hee;Kim, Youn-Kyu;Hwang, Cheol-Hong
    • Fire Science and Engineering
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    • v.26 no.6
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    • pp.51-56
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    • 2012
  • The onset of fire on the International Space Station (ISS) is a critical problem that can threaten the life of crew members onboard and thus instantaneous fire detection and extinguishment technology has been considered as one of the most important aspects in the ISS operation. In the present study, a numerical analysis was performed to better understanding of the characteristics of smoke behaviors and detection in a pressurized module of the ISS using the NIST Fire Dynamic Simulator (FDS). Numerical results indicate that the smoke flow patterns under zero-gravity condition are clearly different from those under normal gravity condition. In addition, the results obtained from numerical simulations coupled with the PM internal flows are expected to provide basic and useful information in designing the microgravity fire detection devices and establishing in fire response protocol for astronauts or the crew members.

Network Security Modeling and Simulation Using the SES/MB Framework (SES/MB 프레임워크를 이용한 네트워크 보안 모델링 및 시뮬레이션)

  • 지승도;박종서;이장세;김환국;정기찬;정정례
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.11 no.2
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    • pp.13-26
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    • 2001
  • This paper presents the network security modeling methodology and simulation using the hierarchical and modular modeling and simulation framework. Recently, Howard and Amoroso developed the cause-effect model of the cyber attack, defense, and consequences, Cohen has been proposed the simplified network security simulation methodology using the cause-effect model, however, it is not clear that it can support more complex network security model and also the model-based cyber attack simulation. To deal with this problem, we have adopted the hierarchical and modular modeling and simulation environment so called the System Entity Structure/Model Base (SES/MB) framework which integrates the dynamic-based formalism of simulation with the symbolic formalism of AI. Several simulation tests performed on sample network system verify the soundness of our method.

Modeling and Simulation of a Gas Turbine Engine for Control of Mechanical Propulsion Systems (기계식 추진 시스템 제어를 위한 가스터빈 엔진 모델링 및 시뮬레이션)

  • Back, Kyeongmi;Huh, Hwanil;Ki, Jayoung
    • Journal of the Korean Society of Propulsion Engineers
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    • v.25 no.4
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    • pp.43-52
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    • 2021
  • In this study, performance modeling and simulation of a gas turbine engine, a constituent module, was performed for the integrated control of the CODOG structure, mechanical propulsion systems. The engine model used MATLAB/Simulink to facilitate integration with the host controller and other components, and was configured to enable input/output settings suitable for the system configuration and purpose. In general, engine manufacturers do not provide performance data for the engine and components. Therefore, as a modeling method for a gas turbine, a CMF method that obtains performance data by scaling the map of components was applied. Using the generated model and simulation program, steady-state and dynamic simulation analysis tests were performed, and reliability within 5% of the maximum error was secured for the final output of power.

Preliminary Study of the Siemens Primus Linac MLC modelling using BEAM Monte Carlo code (BEAM 몬테칼로 코드를 이용한 Siemens Primus 선형가속기 다엽콜리메이터의 모델링 예비연구)

  • Cheong, Kwang-Ho;Suh, Tae-Suk;Cho, Byung-Chul;Park, Sung-Ho
    • Proceedings of the Korean Society of Medical Physics Conference
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    • 2004.11a
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    • pp.29-32
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    • 2004
  • In this study, we had modelled Siemens type MLC using BEAM Monte Carlo code and tested the feasibility of the modelling. To model the Primus linac MLC, we had measured the actual dimensions of MLC and each leaves, then approximated the leaf shape. VARMLC component module was used for the modelling and leakage, tongue-and-groove effect were also considered. Simulation result showed the good agreement with the film measurement.

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Electromechanical Modeling and Experimental Verification of Differential Vibrating Accelerometer (차분 진동형 가속도계 전기적 모델링 및 실험적 검증)

  • Lee, Jung-Shin;Rhim, Jae-Wook
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.39 no.6
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    • pp.517-525
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    • 2011
  • Differential Vibrating Accelerometer(DVA) is a small and accurate resonant device to sense the change in natural frequency in presence of acceleration input. Both mathematical modeling for the electromechanical dynamics and experimental investigation on the structural characteristics are necessary for effective designs of precision controller and high Q-factor structure. In this paper, electromechanical modeling of the resonator of DVA, electrode module, and pre-amplifier is presented. The presented method is experimentally verified by measuring the resonance frequency, effective mass, effective stiffness and Q-factor. The direct comparison of the calculated displacement and the actual pre-amplifier of DVA also indicates the effectiveness of this study.