• Title/Summary/Keyword: Simulation Based

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The Rule-based Agent Modeling and Simulation considering the Evacuation Behavior Characteristics on the Passenger Ship Fire (여객선 화재시 피난행동특성을 고려한 규칙기반 에이전트 M&S)

  • Lee, Eun-Bok;Shin, Suk-Hoon;You, Yong-Jun;Chi, Sung-Do;Kim, Jae-Ick
    • Journal of the Korea Society for Simulation
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    • v.20 no.3
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    • pp.111-117
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    • 2011
  • This paper suggests the passenger model considered evacuation behavioral characteristics on the passenger ship fire using a rules-based agent technique. The existing evacuation simulation system was modeled only passenger speed. The speed-based model considered passenger's physical characteristics, so it couldn't consider evacuation behavioral characteristics. For solving this problem, we modeled the passenger model using a rule-based agent applied evacuation behavioral characteristics. The rule-based agent consists of knowledge base and inference engine. In knowledge base, we represented evacuation behavioral characteristics, and chose the examples of the evacuation behavioral characteristics to show various patterns of behavior. And we simulated in the IMO MSC/Circ.1238 example 8 and we proved the simulation results could represent variety patterns of human behavior.

A Development of Intelligent Simulation Tools based on Multi-agent (멀티 에이전트 기반의 지능형 시뮬레이션 도구의 개발)

  • Woo, Chong-Woo;Kim, Dae-Ryung
    • Journal of the Korea Society of Computer and Information
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    • v.12 no.6
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    • pp.21-30
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    • 2007
  • Simulation means modeling structures or behaviors of the various objects, and experimenting them on the computer system. And the major approaches are DEVS(Discrete Event Systems Specification). Petri-net or Automata and so on. But, the simulation problems are getting more complex or complicated these days, so that an intelligent agent-based is being studied. In this paper, we are describing an intelligent agent-based simulation tool, which can supports the simulation experiment more efficiently. The significances of our system can be described as follows. First, the system can provide some AI algorithms through the system libraries. Second, the system supports simple method of designing the simulation model, since it's been built under the Finite State Machine (FSM) structure. And finally, the system acts as a simulation framework by supporting user not only the simulation engine, but also user-friendly tools, such as modeler scriptor and simulator. The system mainly consists of main simulation engine, utility tools, and some other assist tools, and it is tested and showed some efficient results in the three different problems.

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The Development of a MATLAB-based Discrete Event Simulation Framework for the Engagement Simulations of the Weapon Systems (무기체계 교전 시뮬레이션을 위한 매트랩 기반 이산사건시뮬레이션 프레임워크의 개발)

  • Hwang, Kun-Chul;Lee, Min-Gyu;Kim, Jung-Hoon
    • Journal of the Korea Society for Simulation
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    • v.21 no.2
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    • pp.31-39
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    • 2012
  • Simulation Framework is a basic software tool used to develop simulation applications. This paper describes the development of a discrete event simulation framework based on DEVS(Discrete EVent System Specification) formalism, using MATLAB language which is widely used in technical computing and engineering disciplines. The newly developed framework utilizing MATLAB object oriented programming combines the convenience of MATLAB language and the sophisticated architecture of the DEVS formalism. Hence, it supports the productivity, flexibility, extensibility that are required for the simulation application software development of the weapon systems engagement. Moreover, it promises a simulation application the increased the computation speed proportional to the number of CPU of a multi-core processor, providing the batch simulation functionality based on MATLAB parallel computing technology.

A Study of a Video-based Simulation Input Modeling Procedure in a Construction Equipment Assembly Line (건설기계 조립라인의 동영상 기반 시뮬레이션 입력 모델링 절차 연구)

  • Hoyoung Kim;Taehoon Lee;Bonggwon Kang;Juho Lee;Soondo Hong
    • The Journal of Bigdata
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    • v.7 no.1
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    • pp.99-111
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    • 2022
  • A simulation technique can be used to analyze performance measures and support decision makings in manufacturing systems considering operational uncertainty and complexity. The simulation requires an input modeling procedure to reflect the target system's characteristics. However, data collection to build a simulation is quite limited when a target system includes manual productions with a lot of operational time such as construction equipment assembly lines. This study proposes a procedure for simulation input modeling using video data when it is difficult to collect enough input data to fit a probability distribution. We conducted a video-data analysis and specify input distributions for the simulation. Based on the proposed procedure, simulation experiments were conducted to evaluate key performance measures of the target system. We also expect that the proposed procedure may help simulation-based decision makings when obtaining input data for a simulation modeling is quite challenging.

Development and Application of Simulation-based Nursing Education Program for Post-myomectomy Care in Nursing Students (간호 대학생의 시뮬레이션 기반 자궁근종절제술 후 간호교육 프로그램 개발과 적용)

  • Kim, Hee Sook;Noh, Gie Ok
    • Journal of East-West Nursing Research
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    • v.22 no.1
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    • pp.60-67
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    • 2016
  • Purpose: This study was conducted to develop and apply simulation-based nursing education program for post-myomectomy care in nursing students. Methods: One group pre-post design was utilized. One hundred and thirty two participants consisting of 66 nursing students 132 participants consisting of 66 nursing students team were recruited. The data were collected from March 2 to June 12, 2015. Eight hours of simulation-based education program for post-myomectomy care was operated. Forty five items of Clinical Competence Assessment Scale was developed and content validity was tested using the content validity index. Results: The total score of Clinical Competence Assessment Scale was 90 and mean score of it was 82 (SD 4.2). The item showing the lowest mean score was 'education for Foley catheter management'. Mean score of performance was 92.7%, education 90.2% and assessment 89.9% respectively. Conclusion: The findings suggest that it would be useful to use the simulation-based education program for post-myomectomy care for evaluating clinical performance in nursing students.

Technique for Simulating Gain Tuning using SolidWorks® and LabVIEW® for a Six-Axis Articulated Robot (SolidWorks®와 LabVIEW®를 연동한 6축 수직 다관절 로봇의 게인 튜닝 연구)

  • Jung, C.D.;Chung, W.J.;Kim, M.S.
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.23 no.1
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    • pp.75-82
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    • 2014
  • For accurate gain tuning of the lab-manufactured six-axis articulated robot RS2 with less noise, in this study, a program routine using dynamic signal analyzer, which is a realization of a controller design algorithm in the frequency domain, is programmed using LabVIEW$^{(R)}$. The contribution of this paper is the proposal of a simulation technique based on SolidWorks$^{(R)}$ and LabVIEW$^{(R)}$ for the gain tuning of a six-axis articulated robot. To realize the simulation, the LabVIEW$^{(R)}$ program used for experimental gain tuning is incorporated in to SolidWorks$^{(R)}$. A comparison shows that the results of simulation-based gain tuning and experimental gain tuning are almost the same within a 5% error bound. On the basis of the comparison, it can be suggested that the simulation-based technique for gain tuning can be applied instead of experimental gain tuning to a six-axis articulated robot by interlocking SolidWorks$^{(R)}$ and LabVIEW$^{(R)}$.

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.

A Study on Material Transportation Capability Analysis Method in NK using Scenario-based Simulation (시나리오 기반 시뮬레이션을 활용한 북한지역 반격 시 물자수송 능력 분석방법 연구)

  • Choi, Byung Kwon;Jeong, Suk Jae
    • Journal of the Korea Institute of Military Science and Technology
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    • v.20 no.2
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    • pp.279-288
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    • 2017
  • The Material Transportation Capability Analysis Method in North Korea includes adversary's activities such as destruction of bridge which is one kind of choke points in the road network and surprise attack against resupply march unit. Also, the amount of damage on choke points in the road network and repair time depending on repair unit commitment must be reflected. In this study, a scenario encompassing plausible resupply transportation circumstances while counterattacking into NK will be established. Then, based on such scenario, a simulation model will be established and the result of simulation will be compared to the results of numeric example which has been used in the ROK Army. We demonstrate, through a certain Corps operation area, that the Scenario-based Simulation Model results predict the performance of resupply operation very well. Therefore, it makes sustainment planners and commanders do activities which is suitable for battlefield and should be used in the real situation. It is also a stochastic model.

Simulation-based Clinical Judgment and Performance Ability for Tracheal Suction in Nursing Students (간호대학생의 시뮬레이션실습 기반 임상판단력과 흡인간호수행능력)

  • Lim, Kyung-Choon
    • The Journal of Korean Academic Society of Nursing Education
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    • v.23 no.3
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    • pp.330-340
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    • 2017
  • Purpose: This study was conducted to explore the relationship between simulation-based clinical judgment and performance ability for tracheal suction in nursing students. Methods: With a convenience sampling, 207 nursing students participated in this descriptive study. Lasater clinical judgment rubric was used for self-reported clinical judgment in addition to observe the skill of tracheal suction using a checklist. Data were analyzed by descriptive statistics, t-test and Pearson's correlation coefficients using the SPSS/WIN 22. Results: A scenario with pneumonia patient was developed to observe the skill of tracheal suction during simulation-based practices. Then self-reported clinical judgment was scored. The mean score of total sum of clinical judgment, total mean of clinical judgment, and performance skill were $36.44{\pm}4.82$, $13.44{\pm}1.71$, and $42.32{\pm}5.05$, respectively. Statistically, students having good skills in suction showed significant differences in clinical judgment of interpreting (p=.031) compared to students having fair skills. Conclusion: The results of this study show that a structured debriefing method utilizing Lasater clinical judgment rubric is helpful. Also, simulation-based practice related to adult nursing in the respiratory system was useful for increasing the core basic skills among nursing students.

Educational Needs in the Development of a Simulation Based Program on Neonatal Emergency Care for Nursing Students (시뮬레이션 기반 신생아 응급간호 교육 프로그램 개발을 위한 요구도 조사)

  • Yoo, So-Young;Kim, Sung-Hee;Lee, Ja-Hyung
    • Child Health Nursing Research
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    • v.18 no.4
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    • pp.170-176
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    • 2012
  • Purpose: The purpose of this study was to identify the current status and needs in neonatal emergency training for nursing students in Korea and to obtain preliminary information to develop a simulation based educational program on neonatal emergency care for nursing students. Methods: Structured questionnaires were distributed to five hospitals and ten nursing schools during April and May, 2012. Data were collected from 59 nurses who worked in the nursery or Neonatal Intensive Care Units and 13 nursing educators who had specialized in pediatric nursing. Results: Most nurses (86.4%) reported that they had experienced an emergency situation with newborns. Most nursing educators (84.6%) claimed that more intensive training with newborns is needed for nursing students. In particular, training in neonatal resuscitation (72.2%), respiratory distress (59.7%), and neonatal seizures (18.1%) were highly recommended as simulation based training for nursing students. Conclusion: A significant need for neonatal emergency educational programs was found. More efforts should be made to provide nursing students with knowledge and skills for working with neonates. The findings of this survey will ultimately provide a basis for developing a simulation based educational program on neonatal emergency care for nursing students.