• 제목/요약/키워드: Simulation Education

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다변량회귀 조건부 평균모형에 대한 최적 차원축소 방법에서 차원수가 결과에 미치는 영향 (Effect of Dimension in Optimal Dimension Reduction Estimation for Conditional Mean Multivariate Regression)

  • 서은경;박종선
    • Communications for Statistical Applications and Methods
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    • 제19권1호
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    • pp.107-115
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    • 2012
  • 본 논문에서는 Yoo와 Cook (2007)에 의하여 제시된 다변량 회귀의 조건부 평균에 대한 최소 불일치 함수 접근법을 통한 최적 차원축소 부분공간의 추정에서 차원의 수가 추정된 선형결합들과 설명력 등에 어떤 영향을 미치는 지를 시뮬레이션 자료를 통하여 알아보았다. 그 결과 추정에 사용된 차원수에 따른 여러 결과들을 차원결정을 위한 검정과 함께 활용하면 모형에 필요한 차원수를 탐색하는데 매우 효과적임을 알 수 있었다.

직업기초능력 프로그램 및 e-Learning 콘텐츠 개발 연구 -전문계고생의 자기개발능력을 중심으로- (The Development of Basic Skill Program and e-Learning Contents ; self-development capability for Vocational High School Students)

  • 변숙영;이수경
    • 디지털콘텐츠학회 논문지
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    • 제11권3호
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    • pp.349-356
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    • 2010
  • 본 연구는 직업교육의 내실화를 위하여 교수·학습능력 신장에 기초가 되는 직업기초능력 향상 프로그램 및 콘텐츠 개발에 그 목적이 있다. 특히, 직업기초능력 영역 중 e-Learning 콘텐츠로 개발하였을 때 효과적일 것으로 관련전문가들이 합의한 자기개발능력을 개발하였다. 자기개발능력은 업무를 추진할 때 스스로를 관리하고 개발하는 능력으로 이 연구에서는 직업과 자기개발, 자기관리 능력으로 프로그램을 구성하여, 사례분석을 중심으로 한 문제해결능력 향상에 초점을 두고, 동영상과 시뮬레이션, 게임 등의 멀티미디어적 전략을 활용하여 e-Learning 콘텐츠를 개발하였다.

Study on Advanced Frequency Estimation Technique using Gain Compensation

  • Park, Chul-Won;Shin, Dong-Kwang;Kim, Chul-Hwan;Kim, Hak-Man;Kim, Yoon-Sang
    • Journal of Electrical Engineering and Technology
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    • 제6권4호
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    • pp.439-446
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    • 2011
  • Frequency is an important operating parameter for the protection, control, and stability of a power system. Thus, it must be maintained very close to its nominal frequency. Due to the sudden change in generation and loads or faults in a power system, however, frequency deviates from its nominal value. An accurate monitoring of the power frequency is essential for optimum operation and prevention of wide area blackout. Most conventional frequency estimation schemes are based on the DFT filter. In these schemes, the gain error could cause defects when the frequency deviates from the nominal value. We present an advanced frequency estimation technique using gain compensation to enhance the DFT filter-based technique. The proposed technique can reduce the gain error caused when the frequency deviates from the nominal value. Simulation studies are performed using both the data from EMTP-RV software and the user-defined arbitrary signals to demonstrate the effectiveness of the proposed algorithm. Results show that the proposed algorithm achieves good performance under both steady state tests and dynamic conditions.

From the Sequence to Cell Modeling: Comprehensive Functional Genomics in Escherichia coli

  • Mori, Hirotada
    • BMB Reports
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    • 제37권1호
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    • pp.83-92
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    • 2004
  • As a result of the enormous amount of information that has been collected with E. coli over the past half century (e.g. genome sequence, mutant phenotypes, metabolic and regulatory networks, etc.), we now have detailed knowledge about gene regulation, protein activity, several hundred enzyme reactions, metabolic pathways, macromolecular machines, and regulatory interactions for this model organism. However, understanding how all these processes interact to form a living cell will require further characterization, quantification, data integration, and mathematical modeling, systems biology. No organism can rival E. coli with respect to the amount of available basic information and experimental tractability for the technologies needed for this undertaking. A focused, systematic effort to understand the E. coli cell will accelerate the development of new post-genomic technologies, including both experimental and computational tools. It will also lead to new technologies that will be applicable to other organisms, from microbes to plants, animals, and humans. E. coli is not only the best studied free-living model organism, but is also an extensively used microbe for industrial applications, especially for the production of small molecules of interest. It is an excellent representative of Gram-negative commensal bacteria. E. coli may represent a perfect model organism for systems biology that is aimed at elucidating both its free-living and commensal life-styles, which should open the door to whole-cell modeling and simulation.

의복의 톤조합과 착용자의 체형에 따른 인상평가 (제1보) (The Impression Evaluation of the Cloth's Wearer in Relation to Tone Combination and Body Type of Wearer)

  • 팽숙경;강경자
    • 한국생활과학회지
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    • 제13권6호
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    • pp.1007-1021
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    • 2004
  • The purpose of this study is to find out the effect of wearers' body types and clothes' neutral tone combination on impression formation. The experimental materials developed for this study are a set of stimulus and response scales(7-point semantic). The stimulus include 45 pictures manipulated by computer simulation in wears' body types and neutral tone variation. The subjects are 540 female undergraduate students in Gyeong-nam. The results of this study are as follows: Impression factor of the stimulus consisted of 5 different dimensions including tenderness, cuteness, attractiveness, elegance, intrepidity. Each impression of neutral tone combinations, along with wears' body types, had a significant effect on tenderness, attractiveness, and intrepidity. Especially, it had the strongest effects on attractiveness. Each impression of wearers' body types along with neutral tone combinations affected cuteness significantly. According to the fact above, wears' body types and neutral tone combination have a significant influence on the impression formation of wearers.

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A System Level Network-on-chip Model with MLDesigner

  • Agarwal, Ankur;Shankar, Rabi;Pandya, A.S.;Lho, Young-Uhg
    • Journal of information and communication convergence engineering
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    • 제6권2호
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    • pp.122-128
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    • 2008
  • Multiprocessor architectures and platforms, such as, a multiprocessor system on chip (MPSoC) recently introduced to extend the applicability of the Moore's law, depend upon concurrency and synchronization in both software and hardware to enhance design productivity and system performance. With the rapidly approaching billion transistors era, some of the main problem in deep sub-micron technologies characterized by gate lengths in the range of 60-90 nm will arise from non scalable wire delays, errors in signal integrity and non-synchronized communication. These problems may be addressed by the use of Network on Chip (NOC) architecture for future System-on-Chip (SoC). We have modeled a concurrent architecture for a customizable and scalable NOC in a system level modeling environment using MLDesigner (from MLD Inc.). Varying network loads under various traffic scenarios were applied to obtain realistic performance metrics. We provide the simulation results for latency as a function of the buffer size. We have abstracted the area results for NOC components from its FPGA implementation. Modeled NOC architecture supports three different levels of quality-of-service (QoS).

안전모에 부착하는 MOB용 패치 안테나 (Patch Antenna for MOB Attached on Safety Helmet)

  • 김재원;양규식
    • 한국항행학회논문지
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    • 제20권1호
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    • pp.93-98
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    • 2016
  • 본 연구의 목적은 안전모에 장착하는 MOB용 마이크로스트립 패치 안테나를 설계하는 것이다. 패치 안테나는 $64{\times}64mm$ 크기의 기판 두께 0.2 mm FR-4기판에 제작되었으며, Inmarsat (1.52 ~ 1.65 GHz)과 GPS (1.575 GHz) 주파수 대역을 커버하도록 슬롯링 형태로 설계되었다. 안테나는 HFSS 프로그램을 사용하여 최적화된 파라미터를 도출하고, 이를 바탕으로 시뮬레이션 측정 결과 분석을 통해 설계되었다. 안테나는 식각 및 마이크로스트립 급전 방식으로 SMA 커넥터를 부착하여 제작되었고, 안테나의 설계치와 측정치를 비교 분석하였다. 제안된 안테나는 1.53 ~ 1.65 GHz 밴드를 커버함과 동시에 -10 dB 대역폭 조건도 만족하였다.

이동로봇의 경로추적을 위한 2-입력 2-출력 ANFIS제어기 (2-Input 2-Output ANFIS Controller for Trajectory Tracking of Mobile Robot)

  • 이홍규
    • 한국항행학회논문지
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    • 제16권4호
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    • pp.586-592
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    • 2012
  • 비선형 시스템을 제어하는 효과적인 방법으로 신경망과 연동된 퍼지구조를 적용한 ANFIS 제어기를 이용되고 있다. 전통적인 ANFIS에서는 다차원의 입력에도 불구하고 단일출력에 대한 공정을 모델링하고 제어 하는데 사용된다. 멤버쉽 함수의 파라미터는 최소자승예측과 역전파 알고리즘을 이용하여 조정된다. 이동로봇의 경우에는 좌측과 우측의 바퀴를 각각 구동할 필요가 있다. 본 논문에서는 이동로봇의 궤적을 추적하기 위하여 2-입력 2-출력을 가진 ANFIS제어기를 적용한 제어시스템 구조를 제안하였다. 시뮬레이션을 통하여 제안된 구조가 이동로봇에 대한 가능한 제어기임을 확인할 수 있었다.

용접인력양성을 위한 가상용접훈련 시뮬레이터 효과성 분석 (A study on the analysis effectiveness of the virtual welding simulator for welding manpower development)

  • 최유진;김중영;신상호;김상열
    • Journal of Welding and Joining
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    • 제33권3호
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    • pp.40-46
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    • 2015
  • Welding is one of the most fundamental and necessary work in the industry that demand sophistication of skilled workers. This study is to introduce welding simulator as a training tool, to verify its effectiveness and to measure satisfaction of the trainees. A group of freshman students at a Korea Polytechnics College in their twenties with less experience of welding participated in the study. They were divided into two groups and took a traditional training course (comparison group) and a training course with welding simulator applied reality/haptic technology (experimental group) for same hours respectively. To evaluate training effect, a national certificate test and a survey based on Phillips' ROI (Return on Investment) methodology were conducted by the students and the college respectively. And satisfaction survey among the students based on Kirkpatrick's Four-Level Evaluation Model was also carried out. The results showed that all students in the experimental group passed the national certificate test and the ROI of the experimental group for five years were 110% higher than the comparison group. Furthermore, 25% more students in the experimental group replied "very satisfied" about the overall training course and 75% more students in the same group found that the simulation was very similar to the real welding.

System Thinking Perspective on the Dynamic Relationship between Organizational Characteristics of Nuclear Safety Culture

  • Kim, Byung Suk;Oh, Youngmin
    • 대한인간공학회지
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    • 제33권2호
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    • pp.77-86
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    • 2014
  • Objective: The purpose of this study is to grasp the fundamental structure of incident occurrence in nuclear organizations based on system thinking, and analyze how various causes are interrelated in terms of the causal loop diagram. Background: The recent domestic and overseas nuclear power plant-related incidents and accidents are directly or indirectly associated with safety culture, and thus effective plans for the improvement of safety culture are being called for. While the safety of a nuclear power plant is highly dependent upon technology and equipment, the utilization, maintenance and inspection of the technology and equipment are conducted by workers of the nuclear power plant. Method: Methodology of system thinking perspective using causal loop analysis. Results: As a result of the analysis, first, it turned out that the fundamental cause of incident occurrence in nuclear organizations is time constraint. Second, if a workload of workers increases, their adherence to regulations and procedures comes to be reduced due to time constraint. Third, it is needed, through organizational learning education, to increase actions made from thoughts considering safety as the utmost priority in advance. Fourth, it is necessary to improve professionalism by enhancing educational programs for new workers, and to develop various scenarios with which they can cope with certain situations. Application: This paper provides a base for system dynamics simulation model for future study.