• Title/Summary/Keyword: hierarchical modelling

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Modelling Twin Survival Data under LTRC

  • 하일도;노맹석;이영조
    • 한국데이터정보과학회:학술대회논문집
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    • 한국데이터정보과학회 2006년도 PROCEEDINGS OF JOINT CONFERENCEOF KDISS AND KDAS
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    • pp.37-37
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    • 2006
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HAZOP 분석 자동화를 위한 객체지향 모델링 (Object-Oriented Modelling for Automated HAZOP Analysis)

  • 이진명;허보경;황규석
    • 한국안전학회지
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    • 제13권1호
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    • pp.77-84
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    • 1998
  • Hazard and operability (HAZOP) analysis is one of the safety analysis method that is used in the chemical complex, because it can systematically identify causes and consequences of all the deviation that could occur. Since this method needs to hire specialized experts, it is costly and time-consuming. Therefore HAZOP Expert System has been developed to automate this analysis. This approach introduced object-oriented method and knowledge representation which is hierarchical tree of units to supply flexibility in the system, functional semantic network, propagation equation and rule-chaining method to set up the expert system for automating HAZOP analysis.

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계층적 모듈라 신경망을 이용한 이동로봇 지능제어기 (The Intelligent Control System for Biped Robot Using Hierarchical Mixture of Experts)

  • 최우경;하상형;김성주;김용택;전홍태
    • 한국지능시스템학회논문지
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    • 제16권4호
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    • pp.389-395
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    • 2006
  • 본 논문에서는 지능재어기법을 이용하여 이족로봇 제어기를 설계한다. 이족로봇 제어기는 복잡성을 해결하기 위해 4개 소 그룹으로 모듈화 하고, 이 모듈들은 신경망을 이용한 계층적 모듈라 신경망 (Hierarchical Mixture of Experts; HME) 기법을 도입한다. 그리고 신경망은 직접제어기법으로 이족로봇의 역 동력학을 학습한다. HME는 나무구조의 네트워크로 입출력 집합을 학습하여 출력공간에 대한 입력공간을 재분할하는 능력을 가지고 있다. EM 알고리즘을 이용한 HME는 반복적 학습을 통하여 이족로봇의 동력학을 모델링하며 HME 의 가상오차를 생성하여 이족로봇보행시 안전한 보행을 수행할 수 있는 이족로봇의 제어기를 설계한다.

UML 클래스를 이용한, 관계형 데이터베이스 기반의 XML 응용을 위한 통합 설계 방법론 개발 (A Unified Design Methodology Development For XML Application based on Relational Database using UML Class)

  • 방승윤;주경수
    • 한국전자거래학회지
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    • 제8권1호
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    • pp.85-102
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    • 2003
  • Nowadays an information exchange on XML such as B2B electronic commerce is spreading. Therefore the systematic and stable management mechanism for storing the exchanged information is needed. For this goal there are many research activities for connection between XML application and relational database. But because XML data have hierarchical structures and relational database can store only flat-structured data, we need to make the conversion rule which changes the hierarchical architecture to 2-dimensional information. Accordingly the modeling methodology for storing each structured information in relational database is needed. In this paper, we introduce a XML modeling methodology to design W3C XML schema using UML and we propose a unified design methodology for relational database schema to store XML data efficiently in relational databases. In the second place, in order to verify objectivity of a unified design methodology. By the way of Ronald Bourret, First we introduce the method of the transformation from XML schema to object model and second we translate object model into relational database schema. Therefore we show the mutual consistency between those consequence, and so can verify a unified design methodology.

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Corporate Reengineering for MRPII Implementation: Via a Hierarchical Modelling Approach

  • Chan, Jimmy S.F.;Chau K.Y.;Chan, Y.K.
    • International Journal of Quality Innovation
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    • 제6권2호
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    • pp.59-89
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    • 2005
  • Manufacturing Resources Planning (MRPII) is one kind of manufacturing information system that can help manufacturing companies gain competitive advantages. It is estimated that more than one hundred MRPII systems are available in the market, many of them are mature enough to solve most operational issues in accordance with users' requirements. More often than not, many of these systems provide more functions than a company expects. Manufacturing companies worldwide have attempted to implement these MRPII systems, however, many companies experienced failure (Turbide, 1996) due to managerial rather than technical issues. The authors propose an approach utilising a roadmap to integrate BPR and the MRPII implementation in order to overcome this difficulty. A detail road map is developed to guide this implementation, which is designed using a hierarchical analysis technique known as Integrated DEFinition Method (IDEF). IDEF is a systematic manufacturing management and integration-modeling tool. The proposed approach is implemented and illustrated using a reference company and the results indicated that 66% reduction in errors for maintaining the bills of materials system; 99% reduction in time to carry out material requirement planning; and 70% reduction in time previously taken for non-productive discussions.

Numerical modelling of effective thermal conductivity of hardened cement paste

  • Cheng Liu;Qiang Liu;Jianming Gao;Yunsheng Zhang
    • Computers and Concrete
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    • 제32권6호
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    • pp.567-576
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    • 2023
  • In this study, a 3D microstructure-based model is established to simulate the effective thermal conductivity of cement paste, covering varying influencing factors associated with microstructure and thermal transfer mechanisms. The virtual cement paste divided into colloidal C-S-H and heterogeneous paste are reconstructed based on its structural attributes. Using the two-level hierarchical cement pastes as inputs, a lattice Boltzmann model for heat conduction is presented to predict the thermal conductivity. The results suggest that due to the Knudsen effect induced by the nanoscale pore, the thermal conductivity of air in C-S-H gel pore is significantly decreased, maximumly accounting for 3.3% thermal conductivity of air at the macroscale. In the cement paste, the thermal conductivities of dried and saturated cement pastes are stable at the curing age larger than 100 h. The high water-to-cement ratio can decrease the thermal conductivity of cement paste.

경쟁위험 생존자료에 대한 결합 프레일티모형 (A Joint Frailty Model for Competing Risks Survival Data)

  • 하일도;조건호
    • 응용통계연구
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    • 제28권6호
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    • pp.1209-1216
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    • 2015
  • 경쟁위험사건들은 다기관 임상시험과 같은 군집화된 임상연구에서 자주 관측되어진다. 본 논문에서는 하나의 군집으로 부터 얻어지는 경쟁위험 생존자료에 대해 공통 프레일티를 허락하는 결합 프레일티모형 접근법을 제안한다. 추론을 위해 어려운 적분 자체를 피하는 다단계 가능도를 사용하여, 대응하는 추론절차를 유도한다. 또한 실제자료 분석을 통해 제안된 방법을 예증한다.

LOCALLY ENRICHED QUADTREE GRID NUMERICAL MODEL FOR NEARSHORE CIRCULATION IN THE SURF ZONE

  • Park, Koo-Yong
    • Water Engineering Research
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    • 제1권3호
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    • pp.187-197
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    • 2000
  • This paper describes an adaptive quadtree-based 2DH wave-current interaction model which is able to predict wave breaking, shoaling, refraction, diffraction, wave-current interaction, set-up and set-down, mixing processes (turbulent diffusion), bottom frictional effects, and movement of the land-water interface at the shoreline. The wave period-and depth-averaged governing equations are discretised explictly by means of an Adams-Bashforth second-order finite difference technaique on adaptive hierarchical staggered quadtree grids. Grid adaptation is achieved through seeding points distributed according to flow criteria(e.g. local current gradients). Results are presented for nearshore circulation at a sinusoidal beach. Enrichment permits refined modelling of important localised flow features.

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SD법과 HFP법의 융합을 이용한 항만경쟁모델의 개발 (Development of Competitive Port Model Using the Hybrid Mechanism of System Dynamic Method and Hierarchical Fuzzy Process Method)

  • 여기태;이철영
    • 한국시스템다이내믹스연구
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    • 제1권1호
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    • pp.103-131
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    • 2000
  • If a system such as a port has a large boundary and complexity, and the system's substance is considered as a black box, forecast accuracy will be very low. Futhermore various components in a port exert significant influence on each other. To copy with these problem the form of structure models were introduced by using SD method. The Competitive Ports Model had several sub-systems consisting of each Unit Port models, and each Unit Port model was made by quantitative, qualitative factors and their feedback loops. The fact that all components of one port have influence on the components of the other ports should be taken into account to construct Competitive Port Models. However, with the current approach that is impossible, and in this paper therefore, models were simplified by HFP adapted to integrate level variables of unit port models. Although many studies on modelling of port competitive situation have been conducted, both theoretical frame and methodology are still very weak. In this study, a new algorithm called ESD(Extensional System Dynamics) for the evaluation of port competition was presented, and applied to simulate port systems in northeast asia.

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사출 금형의 CAD/CAPP 통합을 위한 가공 형상 데이터베이스 (Machining Feature Database for CAD/CAPP Integration in Mold Die Manufaturing)

  • 노형민;이진환
    • 대한기계학회논문집
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    • 제16권2호
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    • pp.259-266
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    • 1992
  • For CAD/CAPP integration, part information on not only geometry but also machining characteristics should be delivered and commonly used between designers and process planners. In this study, the machining features, as linking factors of the integration, are represented as the combination of functional features and atomic features and grouped into a hierarchical database. And the feature based modelling approach is used by generating information on the machining features in design stage. These features are drawn by analyzing real decision rules of process planners. The database using the machining features is built and used for application modules of process planning, operation planning and standard time estimation.