• 제목/요약/키워드: Integrated Model

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제품, 공정, 서비스 통합 설계를 지원하는 제품자료모델 (Product Data Model for Supporting Integrated Product, Process, and Service Design)

  • 도남철
    • 대한산업공학회지
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    • 제38권2호
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    • pp.98-106
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    • 2012
  • The current market preassure of least environmental effects of products needs companies to consider whole life cycle of their products during their design phase. To support the integrated and collaborative development of the products, this paper proposed product data model for extended Product Data Managemen (PDM) that can support integrated design of product, manufacturing process, and customer services, based on the consistent and comprehensive PDM databases. The product data model enables design, manufacturing, and service engineers to express their products and services efficiently, with sharing consistent product data, engineering changes, and both economical and environmental evaluations on their design alternatives. The product data model was implemented with a prototype PDM system, and validated through an example product. The result shows that the PDM based on the proposed product data model can support the integrated design for products, manufacturing process, and customer services, and provide an environment of collaborative product development for design, manufacturing and service engineers.

RFID 네트워크에서 정보 통합 모델 연구 (A study on the data integrated Model in RFID network)

  • 이창열
    • 한국지능시스템학회논문지
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    • 제16권6호
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    • pp.785-790
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    • 2006
  • RFID를 이용한 공급망 관리에서 제품의 이동 경로에 대한 추적과 상품에 대한 정보 수집은 중요한 이슈사항이다. 본 논문에서는 효과적인 제품 추적 모델과 기존에 운영 중인 상품정보 동기화 네트워크와 RFID 네트워크의 통합 연계 방안에 대한 연구를 진행하였다. 정보는 RFID 네트워크에서 발생하는 동적 자료와 상품정보 동기화 네트워크에서 발생하는 정적 정보로 구성되고, 통합 모델은 장기적으로 2개의 네트워크 사이에 상호운용성을 제공할 것이다.

지식 결합을 이용한 서로 다른 모델들의 통합 (Integration of Heterogeneous Models with Knowledge Consolidation)

  • 배재권;김진화
    • 경영과학
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    • 제24권2호
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    • pp.177-196
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    • 2007
  • For better predictions and classifications in customer recommendation, this study proposes an integrative model that efficiently combines the currently-in-use statistical and artificial intelligence models. In particular, by integrating the models such as Association Rule, Frequency Matrix, and Rule Induction, this study suggests an integrative prediction model. Integrated models consist of four models: ASFM model which combines Association Rule(A) and Frequency Matrix(B), ASRI model which combines Association Rule(A) and Rule Induction(C), FMRI model which combines Frequency Matrix(B) and Rule Induction(C), and ASFMRI model which combines Association Rule(A), Frequency Matrix(B), and Rule Induction(C). The data set for the tests is collected from a convenience store G, which is the number one in its brand in S. Korea. This data set contains sales information on customer transactions from September 1, 2005 to December 7, 2005. About 1,000 transactions are selected for a specific item. Using this data set. it suggests an integrated model predicting whether a customer buys or not buys a specific product for target marketing strategy. The performance of integrated model is compared with that of other models. The results from the experiments show that the performance of integrated model is superior to that of all other models such as Association Rule, Frequency Matrix, and Rule Induction.

본선미터링과 램프미터링을 이용한 고속도로 통합교통관리 전략 (Integrated Traffic Management Strategy on Expressways Using Mainline Metering and Ramp Metering)

  • 정영제;김영찬;이승준
    • 한국ITS학회 논문지
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    • 제12권2호
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    • pp.1-11
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    • 2013
  • 본 연구에서는 램프미터링과 요금소 본선미터링을 이용한 고속도로 통합교통관리 전략을 제시하였다. 램프와 본선의 통합 미터링을 위해 FREQ에서 램프미터링 진입허용 교통량의 최적화에 사용되는 Demand-Capacity 모형을 수정하여 최적 신호시간 산정모형을 제시하였다. 본 모형은 구간별 통과교통량을 최대화하는데 목표가 있으며, 본선 요금소 및 램프의 미터링 신호시간을 결정할 수 있다. 서울외곽순환선의 김포요금소~시흥요금소 구간을 대상으로 PARAMICS와 API를 이용하여 시뮬레이션 효과분석을 시행하였다. 시뮬레이션 분석결과, 본선미터링을 통해 램프미터링 단독 운영 대비 본선을 소통원활 상태의 속도로 유지할 수 있었으며, 정체구간에서 본선의 통과교통량이 14% 개선된 결과를 나타내었다. 또한 요금소에서의 신호운영으로 400m의 대기행렬이 발생되나, 정체의 분산으로 인해 본선과 램프 모두에서 보다 효율적 교통운영이 가능함을 확인하였다.

Sentence model based subword embeddings for a dialog system

  • Chung, Euisok;Kim, Hyun Woo;Song, Hwa Jeon
    • ETRI Journal
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    • 제44권4호
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    • pp.599-612
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    • 2022
  • This study focuses on improving a word embedding model to enhance the performance of downstream tasks, such as those of dialog systems. To improve traditional word embedding models, such as skip-gram, it is critical to refine the word features and expand the context model. In this paper, we approach the word model from the perspective of subword embedding and attempt to extend the context model by integrating various sentence models. Our proposed sentence model is a subword-based skip-thought model that integrates self-attention and relative position encoding techniques. We also propose a clustering-based dialog model for downstream task verification and evaluate its relationship with the sentence-model-based subword embedding technique. The proposed subword embedding method produces better results than previous methods in evaluating word and sentence similarity. In addition, the downstream task verification, a clustering-based dialog system, demonstrates an improvement of up to 4.86% over the results of FastText in previous research.

화력과 기동의 통합성능을 고려한 미래 전투차량의 해석 기반 설계 프레임웍 연구: (1) 통합성능분석 모델개발 (Model-Driven Design Framework for Future Combat Vehicle Development based on Firepower and Mobility: (1) Integrated Performance Modeling)

  • 임성훈;임우철;민승재;이태희;류재봉;변재정
    • 한국CDE학회논문집
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    • 제19권4호
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    • pp.316-323
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    • 2014
  • This paper proposes the 3D modeling and simulation technique for predicting the integrated performance of combat vehicle. To consider the practical driving and firing condition of a combat vehicle, the full vehicle model, which can define the six degrees-of-freedom of vehicle motion and various firing angles, is developed. The critical design parameters such as the stiffness and damping coefficient of suspension system are applied to construct the analysis model of vehicle. A simple ballistic model, which incorporates the empirical interior ballistic model and the point mass trajectory model, is built to estimate the firing range and the firing recoil force. To predict the integrated performance and analyze the effect of system parameters, MATLAB/SIM-ULINK model of a combat vehicle for performing the real time simulation is also developed. Several simulation tests incorporating the road bump and the firing recoil force are presented to confirm the effectiveness of the proposed vehicle model.

CBD 상에서 컴포넌트 설계를 위한 통합 컴포넌트 메타 모델에 관한 연구 (A Study for Integrated Component Meta-model for Component Design in CBD)

  • 조은숙
    • 한국시뮬레이션학회:학술대회논문집
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    • 한국시뮬레이션학회 2003년도 춘계학술대회논문집
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    • pp.107-113
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    • 2003
  • Lately CBD methodologies like as CBD96, Catalysis, fusion, and SCIPIO have been introduced. These methodoloties has their own proprietary component reference model. Using proprietary reference model falls interoperability among methodologies. Furthermore it can cause confusion and difficulty for component developers. In this paper, we propose a integrated component meta-model for support consistency and interoperability among component designs. Also, we compare our proposed meta model to existing component reference model by using component's characteristics. We expect that it is easy to add new meta model elements and extends meta-model by using integrated component meta-model.

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통합의료시스템(Integrated Delivery System, IDS)의 전략적 접근: 수직적 통합과 전략적 제휴 (Strategic Approaches to Integrated Delivery System(IDS): Vertical Integration and Strategic Alliance)

  • 서원식
    • 한국병원경영학회지
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    • 제spc호
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    • pp.39-50
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    • 2016
  • This paper discusses the strategic concepts applied to integrated delivery system(IDS). IDS is rooted in vertical integration(VI) and strategic alliance(SA), but only few knows about the theoretical backbone of the IDS. The paper explains how VI and SA applies to IDS, then provides cases of IDS rooted in strategic concepts; Kaiser Permanante Model, Mayo Clinic Model, and ACO(Accountable Care Organizations). Finally the paper provides the implication of IDS on Korean healthcare delivery system.

포괄적인 장애아 통합보육 서비스 모형 개발 (Development of a Comprehensive and Integrated Child-Care Services Model)

  • 최보가;전귀연;정정희;김수영
    • 대한가정학회지
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    • 제43권4호
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    • pp.79-95
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    • 2005
  • The Purpose of this study was to develop a comprehensive and integrated child-care services model for children both with and without disabilities. The comprehensive perspective included several dimensions such as education, child welfare, family welfare, and community welfare. Survey research based on theories and models regarding the integrated child-care services was carried out to determine the overall needs of child-care institutions, parents, and community members. The results revealed the need for development in the following three areas: (1) edu-care curriculums for integrated programs, (2) programs for supporting family members who have disabilities children, and (3) improved community members' perception about integrated child-care services. A model was developed for fulfil these identified needs.

STEP 을 이용한 통합제품정보모델(IPIM) 개발 (Development of Integrated Product Information Model Using STEP)

  • 서효원;유상봉
    • 대한산업공학회지
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    • 제21권3호
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    • pp.441-461
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    • 1995
  • This research proposes an Integrated Product Information Model (IPIM) using STEP (Standard for the Exchange of product model data) for Computer Integrated Manufacturing (CIM) of Concurrent Engineering (CE). IPIM is based on Geometry and Topology (STEP Part 42), Form Feature (STEP Part 48), and Tolerance (STEP Part 48) for representing the integrated information of mechanical parts. For the IPIM, 1) new entities are developed for integration of existing entities, and 2) the existing entities are restructured and modified for a special application protocol. In CIM or CE, the advantages of using IPIM having integrated form of geometry, feature and tolerance are 1) integration of product design, process design and manufacturing sequentially or concurrently. 2) keep the product data consistency, modified by different domain, and 3) automatic data exchange between different application software and different hardware. The prototype system is composed of CAD, Data Probe, DBMS and SDAI (Standard Data Access Interface), and the generated STEP data is stored in a step file of DBMS for other applications.

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