• 제목/요약/키워드: modeling guideline

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에이전트 기반 모델링을 활용한 IT 융합 u-러닝 콘텐츠 (IT Convergence u-Learning Contents using Agent Based Modeling)

  • 박홍준;김진영;전영국
    • 한국콘텐츠학회논문지
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    • 제14권4호
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    • pp.513-521
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    • 2014
  • 본 연구의 목적은 통합교육의 이론적 배경을 토대로, 유비쿼터스 학습 환경에 적용이 가능한 에이전트 기반 모델링 활용 융합 교육 콘텐츠를 개발하고 적용하는 것이다. 이 콘텐츠의 구조는 탈학문적 통합 개념과 상황학습 이론을 토대로 설계하였으며, 3개의 모듈로 구성되어 있다. 3개의 모듈은 융합 문제 제시 모듈, 지식 리소스 모듈, 그리고 에이전트 기반 모델링과 IT 도구에 대한 학습 모듈이다. 구현한 콘텐츠의 만족도를 묻는 설문을 실시한 결과 5점 만점에 4.05(효과성), 4.13(편의성), 3.86(디자인)의 평균 값을 받았으며 각 평가 영역에 대하여 사용자들이 대체적으로 만족하고 있는 것을 확인할 수 있었다. 이 콘텐츠를 사용하여 학습자는 디바이스, 시간, 공간의 제한이 없이 IT 도구를 활용하여 융합 문제를 해결하는 과정에 대한 학습과 경험을 할 수 있으며, 이러한 구조의 콘텐츠 설계는 향후 융합형 교육 콘텐츠를 개발하려는 연구자에게 좋은 가이드라인이 될 것으로 판단한다.

YOLOv4와 데이터 모델링을 활용한 위험 상황 판정 시스템의 설계 및 구현 (Design and Implementation of Dangerous Situation Assessment System using YOLOv4 and Data Modeling)

  • 이태준;김소현;양승의;황철현;정회경
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 춘계학술대회
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    • pp.488-490
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    • 2022
  • 최근 산업안전보건법, 중대재해처벌법 등과 같은 산업재해에 관한 관심이 증가하는바, 연구 기관과 각계의 산업 분야에서 근로자의 안전 관리에 대한 안전 관리자의 수요가 늘고 있는 실정이다. 근로자 안전 관리를 위해 공장, 작업장에 CCTV를 증설하고 있으며 작업자를 모니터링하여 안전에 대한 관리를 높이고 있다. 본 논문에서는 이러한 작업장의 CCTV를 활용해 데이터를 구축하고 JSON 형태로 모델링하여 위험 상황 판정 시스템을 설계하고자 한다. 데이터 모델링은 한국지능정보사회진흥원의 인공지능 학습용 데이터셋 구축 안내서와 품질 관리 가이드라인을 참고하여 제작하였다. 이러한 시스템을 통해 위험 상황 시나리오별로 작업장에 어떠한 위험 관리가 존재하고 있는지를 확인하여 더욱 체계적인 시스템 구축에 활용하고자 한다.

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시공단계 BIM모델의 적정표현수준 정의를 위한 기초 연구 (A Study for the Optimal Expression Level Definition of BIM Model in Construction Phase)

  • 노혜라;김지윤;이다운;윤석헌
    • 한국CDE학회논문집
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    • 제21권4호
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    • pp.378-388
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    • 2016
  • As the needs for the mega-sized, high-rise and irregular shape of building increase, domestic application of BIM in construction industry is increasing in recent years. In this circumstance, interests in BIM modeling and modeling detail level have been also increased. BIM that is based on a three-dimensions, requires a specific and precise building expressions. And model expression level required for each phase such as design, construction, and maintenance of the construction project could be different as its needs. Because that it is not clear to define the criteria for the expression level of construction BIM model, It is difficult to decide how detail and what to model is appropriate in the practical application of BIM model. It could be the reason why the productivity in construction project became lower and lower. In this study we consider the way how to improve the productivity of BIM and analyze the appropriate representation level of construction BIM model through the experts' survey. The results of study could suggest the basis for an appropriate expression level of construction BIM model.

Mathematical Verification of a Nuclear Power Plant Protection System Function with Combined CPN and PVS

  • Koo, Seo-Ryong;Son, Han-Seong;Seong, Poong-Hyun
    • Nuclear Engineering and Technology
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    • 제31권2호
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    • pp.157-171
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    • 1999
  • In this work, an automatic software verification method for Nuclear Power Plant (NPP) protection system is developed. This method utilizes Colored Petri Net (CPN) for system modeling and Prototype Verification System (PVS) for mathematical verification. In order to help flow-through from modeling by CPN to mathematical proof by PVS, an information extractor from CPN models has been developed in this work. In order to convert the extracted information to the PVS specification language, a translator also has been developed. ML that is a higher-order functional language programs the information extractor and translator. This combined method has been applied to a protection system function of Wolsong NPP SDS2(Steam Generator Low Level Trip). As a result of this application, we could prove completeness and consistency of the requirement logically. Through this work, in short, an axiom or lemma based-analysis method for CPN models is newly suggested in order to complement CPN analysis methods and a guideline for the use of formal methods is proposed in order to apply them to NPP Software Verification and Validation.

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Evaluating Service Description to Guarantee Quality of U-service Ontology

  • Lee, Mee-Yeon;Lee, Jung-Won;Kim, Kyung-Ah;Park, Seung-Soo
    • Journal of Information Processing Systems
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    • 제7권2호
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    • pp.287-298
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    • 2011
  • Efficient service description and modeling methodologies are essential for dynamic service composition to provide autonomous services for users in ubiquitous computing environments. In our previous research, we proposed a 'u-service' ontology which is an abstract and structured concept for device operations in ubiquitous environments. One of the problems that we faced during the design process was that there are not enough standards to analyze the effectiveness of a u-service ontology. In this paper, we propose a quality evaluation model to facilitate the design process of a uservice ontology. We extract modeling goals and evaluation indicators based on the uservice description specification. We also present quality metrics to quantify each of the design properties. The experiment result of the proposed quality model shows that we can use it to analyze the design of u-service ontology from various angles. Also, it shows that the model can provide a guideline, and offer appropriate recommendations for improvements.

모델기반 사회기반시설 유지관리를 위한 BIM 가이드라인 고찰 (A Study on BIM Guidelines for Model-based Infrastructure Management)

  • 김봉근;김지원;지승구;서종원
    • 한국BIM학회 논문집
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    • 제2권2호
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    • pp.10-16
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    • 2012
  • 본 연구는 토목분야 사회기반시설물의 유지관리체계에 BIM 기술을 도입하기 위해 필요한 사항을 도출하는 것을 그 목적으로 한다. 이를 위해 국내외 BIM 가이드라인 현황을 조사하였으며, 각 가이드라인에서 언급된 내용의 유사성을 기준으로 건축분야에서 다루는 BIM 가이드라인에 대한 공통의 프레임워크를 도출하여 토목분야에서 준비가 필요한 항목들을 분류하였다. 또한 건축분야 BIM 가이드라인에서 언급된 시설물 유지관리에 관한 관점과 토목분야 시설물 유지관리에 관한 관점을 상호 비교하였다. 이러한 분석 내용을 바탕으로 토목분야 사회기반시설물 유지관리에 BIM 기술을 도입하기 전 준비되어야 하는 사항을 응용모델의 발굴, 표준화, 그리고 제도정비로 구분하여 제시하였다.

대체냉매(HFC134a, HC600a)용 밀폐형 왕복동 압축기의 성능해석에 관한 연구 (Performance analysis of a hermetic reciprocating compressor using the alternative refrigerants, HFC134a and HC600a)

  • 김정우
    • 대한기계학회논문집B
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    • 제22권7호
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    • pp.966-979
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    • 1998
  • Thermodynamic and dynamic analysis has been conducted to investigate performance variations induced by substitution of alternative refrigerants, HFC134a or HC600a for CFC12 in hermetic reciprocating compressors. For the thermodynamic analysis, mass and energy conservation laws are applied to the cylinder volume and Helmholtz resonator modeling method is adopted to describe gas pulsations at suction and discharge system. The modeling of the dynamics of the compressor mechanism has been performed with lumped mass method to analyse the bearing loads and friction losses at each bearing. To verify the correctness of this analysis, results of the performance simulation have been compared to those of calorimetric measurrements of compressor operating with CFC12. Analysis of the various losses, noise and reliability as well as performance has been conducted to present the design guideline for the compressor development with alternative refrigerants. It is found that compressors with alternative refrigerants, HFC 134a or HC600a give better COPs than those with CFC12 under the same operating conditions and especially, compressors with HC600a show better reliability and noise characteristics also.

와이어 본더용 Horn-Holder Assembly의 접촉 해석 (Contact Analysis on a Born-Holder Assembly for Wire Bonding)

  • 장창수;안근식;김영준;곽동옥;부성운
    • 대한기계학회논문집A
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    • 제26권10호
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    • pp.2008-2017
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    • 2002
  • Joint structure of a transducer horn-holder assembly fur a wire bonder was examined through FEM contact analysis. A three dimensional modeling and analysis was carried out to survey the internal physics of this structure and to prove the accuracy of a computation compared to a measurement. After validation, a simple two dimensional model was built fur various parametric study considering the efficiency and speed of the computation. Several factors such as boundary conditions, a modeling boundary, mesh density and so on, were considered to obtain consistency with three dimensional analysis. An arc angle and a position of each holder boss were chosen as design parameters. A design of experiment was applied to find out an optimized design of the holder geometry. As a result, a guideline for holder boss design was suggested and main factors and their influence on stress concentration in the transducer horn were surveyed.

준 1차원 누설모델링 및 열전달 손실을 고려한 스크롤압축기의 성능해석 (Performance analysis of a scroll compressor considering quasi one-dimensional leakage modeling and heat transfer loss)

  • 강태규;박경우;정연구;박희용
    • 대한기계학회논문집B
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    • 제21권10호
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    • pp.1339-1349
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    • 1997
  • A numerical method of calculating the performance of a scroll compressor for refrigerant R-22 and R-134a is presented in this paper. A series of involute curves are employed for the scroll wrap design and the compression volume is investigated geometrically. The radial leakage flow rate through tip clearance is calculated by the two-dimensional compressible flow. On the basis of the results, quasi one-dimensional leakage modeling can be applied to the performance analysis of a scroll compressor, more effectively. Furthermore, the heat transfer effect between scroll wrap and working fluid in compression chamber is considered for the performance analysis. As the results of this study, the effects of the radial and tangential leakage flow rate and heat transfer on the scroll compressor performance are derived precisely. These results may provide the guideline for the design and development of a real scroll compressor.

어린이 노출평가를 위한 점토류의 피부 점착률 산출 (Determination of Skin Adhesion Rate of Children's Modeling Clay for Exposure Assessment)

  • 곽수영;임미영;신혜린;박지영;이기영
    • 한국환경보건학회지
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    • 제44권3호
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    • pp.238-243
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    • 2018
  • Objectives: The purpose of this study was to determine skin adhesion rate of children's modeling clay for exposure assessment. Methods: Children's modeling clays were classified into 10 categories as PVA clay, PVA soft clay, starch-based clay, foam clay, rubber clay, oil clay, muddy clay, terra clay, paper clay and slime. A total of 26 children's clay goods was selected. Moisture content (%) and hardness of clays were measured. Five adults aged 20 to 25were recruited for experiment. Gravimetric difference of modeling clay was determined after 3 minutes playing time. Skin adhesion rate ($g/min/cm^2$) was estimated bythe amount of skin adhesion per minute (g/min) and each individual's palm surface area ($cm^2$). Results: Twenty four of the 26 children's modeling clay products were adhesive to skins. Two products of foam and rubber clay were not adhered to skin. For the 24 products, the average skin adhesion rate was $5.5{\times}10^{-4}{\pm}4.0{\times}10^{-4}g/min/cm^2$. The highest skin adhesion rate was $1.3{\times}10^{-3}{\pm}4.4{\times}10^{-4}g/min/cm^2$ for paper clay. The lowest skin adhesion rate was $4.6{\times}10^{-5}{\pm}1.1{\times}10^{-4}g/min/cm^2$ for oil clay. The skin adhesion rate was increased with increase of moisture content. Adhesion rates of some clays were varied by person and testing trials. Conclusion: The study determined skin adhesion rate of children's modeling clay. The adhesion rate is useful for exposure and risk assessments and setting safety guideline to protect children's health.