• Title/Summary/Keyword: Modeling Approach

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An Analysis of Stochastic Network${\cdot}$Using Q-GERT (Q-GERT를 이용한 확률적 네트워크의 분석)

  • Kang, Suk-Ho;Kim, Won-Kyung
    • Journal of the military operations research society of Korea
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    • v.5 no.1
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    • pp.155-162
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    • 1979
  • GERT modeling is in a dynamic stage of development. One of the most exciting and useful new developments in GERT modeling and Simulation is the modeling technology and computer package called Q-GERT. As the name implies, this provides the capability to analyze complex networks of queueing systems. The modeling approach is quite similar to GERT, but includes queue nodes called 'Select' nodes, which allow a considerable amount of logic to be included in the analysis of complex networks of multichannel, multiphase queueing systems should find the Q-OERT package of considerable interest.

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A Comparative Study of FMS Performance Evaluation Modeling Using FACTOR/AIM (FACTOR/AIM을 이용한 통합자동 생산시스템의 성능분석을 위한 비교연구)

  • Hwang, Heung-Suk
    • IE interfaces
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    • v.9 no.2
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    • pp.191-202
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    • 1996
  • A variety of approaches on performance evaluation modeling have appeared in the technical literature for flexible manufacturing systems(FMS) which can be evaluated only through computer simulation. This study represents a comparative approach for FMS performance evaluation modeling based on reliability, availability and maintainability, and life cycle cost. The methodology proposed in this research includes the following three-step generative approaches. First, a static model to find the initial system configuration is considered under the assumption that the system availability is given as one (failure and maintenance are not considered), and in second step, a stochastic simulation is proposed to serve as a performance evaluation model for FMS with stochastic failure and repair time. In the last step, we developed a simulation modeling using a simulator, FACTOR/AIM to consider a variety of performance factors and dynamic behavior of FMS. Also the applicability and validity of the proposed approaches has been tested and compared through the results of a sample problem using computer programs and procedures developed in each step.

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Customer satisfaction and competitiveness in Global Company: Structural Equation Modeling(SEM) approach to identify the role quality factor (글로벌 기업의 고객만족과 경쟁력 모델 구축: 품질요인확인을 위한 구조방정식모델 적용)

  • Kim, Gye Soo;Park, Jong Cheol
    • Journal of Korean Society for Quality Management
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    • v.43 no.1
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    • pp.43-56
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    • 2015
  • Purpose: In this research, We made the conceptual frameworks for SEM(Structural Equation Modeling) on Global quality's origin and empirical research. Developing conceptual frameworks is an important step in theory building and theory testing. This research model was developed by strong theoretical foundation which is quality and systematical model. Methods: Questionnaire was developed, and data was collected and analyzed for this study. The analysis was conducted using SEM(Structural Equation Modeling). Results: Results show that process quality and interaction quality are important drivers in customer satisfaction. Customer satisfaction is strongly impact on customer loyalty(repeated purchase). Conclusion: In turbulent business era, Global company require not only excellent quality but also create customer oriented culture and control over operation in the foreign country.

A Topic Modeling Approach to Marketing Strategies for Smartphone Companies (소셜미디어 토픽모델링을 통한 스마트폰 마케팅 전략 수립 지원)

  • Cha, Yoon-Jeong;Lee, Jee-Hye;Choi, Jee-Eun;Kim, Hee-Woong
    • Knowledge Management Research
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    • v.16 no.4
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    • pp.69-87
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    • 2015
  • Given the huge number of data produced by its users, SNS is a great source of customer insights. Since viral trends in SNS reflect customers' direct feedback, companies can draw out highly meaningful business insights when such data is effectively analyzed and managed. However, while the importance of understanding SNS big data keeps growing, the methods for analyzing atypical data such as SNS postings for business insights over product has not been well studied. This study aims to demonstrate the way to exploit topic modeling method to support marketing strategy generation and therefore leverage business process. First, we conducted topic modeling analysis for twitter data of Apple and Samsung smartphones. Then we comparatively examined the analysis results to draw meaningful market insights about each smartphone product. Finally, we draw out a strategic marketing recommendation for each smartphone brand based on the findings.

CAD system for 3D modeling using engineering drawings (도면을 이용한 3D 모델링 CAD 시스템)

  • 이창조;김창헌;황종선
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 1995.04a
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    • pp.891-895
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    • 1995
  • This paper describes a solid modeling system based on a systematic description of techniques for analyzing and understanding on engineering drawings. Main stress is placed on clarifying the difference between the drawing understanding and the drawing recognition. The former, in which we feel major interest, is intrinsically a difficult problem because it inherent contains combinatorial search to require more than polynomial time. Actually, understanding drawings is regarded as a process to recover the information lost in projection 3-D objects to 2-D drawings. But, solid modeling by automatic understanding of the given drawings is one of the promising approach, which is described precisely in the text. Reviewing the studies performed so far, we summarize the future direction of the project and inevitable open problems left.

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The Combined Load Modeling based on the System Identification (시스템 식별법에 의한 복합 부하 모델링)

  • Shim, Keon-Bo;Kim, Joo-Rak;Oh, Im-Geol
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2007.05a
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    • pp.260-264
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    • 2007
  • Many load modeling concepts have been proposed in the past. Efforts of load modeling may be summarized into three approaches ; the first one is to find an aggregation of various different load components scattered and distributed in an area. The second one is to find parameters to represent load from field tests, if any. And the third one is how to present the load of motor components could be represented. This paper proposes a system identification of combined load modeling to cover the second approach. In this paper, an improved method of system identification is suggested for the combined load model (dynamic and static load model) in which parameters of the equivalent induction motor. polynomial type load and their compositions.

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Understanding Coal Gasification and Combustion Modeling in General Purpose CFD Code (범용 CFD 코드에서 석탄 가스화 및 연소 모델링에 관한 이해)

  • Lee, Hoo-Kyung;Choi, Sang-Min;Kim, Bong-Keun
    • Journal of the Korean Society of Combustion
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    • v.15 no.3
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    • pp.15-24
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    • 2010
  • The purpose of this study is to assess approaches to modeling coal gasification and combustion in general purpose CFD codes. Coal gasification and combustion involve complex multiphase flows and chemical reactions with strong influences of turbulence and radiation. CFD codes would treat coal particles as a discrete phase and gas species are considered as a continuous phase. An approach to modeling coal reaction in $FLUENT^{(R)}$, selected in this study as a typical commercial CFD code, was evaluated including its devolatilization, gas phase reactions, and char oxidation, turbulence, and radiation submodels. CFD studies in the literature were reviewed to show the uncertainties and limitations of the results. Therefore, the CFD analysis gives useful information, but the results should be carefully interpreted based on understandings on the uncertainties associated with the modelings of coal gasification and combustion.

Dynamic Modeling and Control of Production/Inventory System

  • Kim, Hwan-Seong;Tran, Xuan-Thuong
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2011.11a
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    • pp.162-163
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    • 2011
  • This paper presents the system dynamics methodology for modeling and control the production/inventory system. Under system dynamics point of view, we can apply some production/inventory policies as if we use the control laws for dynamics systems, then the behavior of system is analyzed and evaluated to improve the performance of production/inventory system. We also utilize the hybrid modeling method for the dynamic of production system with the combination of Matlab/Simulink and Matlab/Sateflow. Finally, the numerical simulation results are carried out in Matlab/Simulink environment and compare with the results from other works. It is shown that our approach can obtain some good performances (such as operational cost, stability of inventory, customer service level).

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On-line Static Load Modeling using Measurement Data (측정데이터를 이용한 실시간 정적 부하모델링)

  • Park, Sang-Hyun;Chung, Dong-Hyun;Kang, Sang-Gyun;Lee, Byong-Joon;Kwon, Sae-Hyuk
    • Proceedings of the KIEE Conference
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    • 2006.11a
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    • pp.282-284
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    • 2006
  • In this paper, Static load models are developed using measurement based approach which is fundamental for on-line load modeling. The measurement data can be acquired from PMU(phasor measurement units). On the assumption that we have on-line measurement data, a scheme which is for Static load model capable to apply SCADA/EMS is developed. The Least Squares criterion is used for minimizing between measured and simulated data. In this manner, On-line Static load modeling algorithm can be developed. In this paper, a scheme that simple Static load model is applied for On-line load modeling is studied.

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COMBINING KNOWLEDGE-PROCESSING AND SIMULATION TECHNIQUES FOR SYSTEMS MODELING

  • Lehmann, Axel;Koster, Andreas
    • Proceedings of the Korea Society for Simulation Conference
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    • 2001.10a
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    • pp.3-8
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    • 2001
  • Regarding current rapid innovations and applications of information and telecommunication technologies as well as economical requirements, modeling and simulation (M&S) plays an increasingly important role for the planning, development and operation of high-tech products and systems. M&S has to seen as a key technology for multi-facetted analysis of complex systems during their life-cycles. For reasons as accuracy, credibility and cost-effectiveness, the selection of adequate and effective M&S techniques and tools is of significant importance. Regarding these aspects, this paper summarizes the basic methodological modeling approach for effective product and system modeling. In addition, besides a classification of different basic architectures and taxonomies combining knowledge-processing and simulation techniques, the paper describes some practical implementations and experiences.

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