• Title/Summary/Keyword: modeling process

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Modeling and optimal control input tracking using neural network and genetic algorithm in plasma etching process (유전알고리즘과 신경회로망을 이용한 플라즈마 식각공정의 모델링과 최적제어입력탐색)

  • 고택범;차상엽;유정식;우광방;문대식;곽규환;김정곤;장호승
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.45 no.1
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    • pp.113-122
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    • 1996
  • As integrity of semiconductor device is increased, accurate and efficient modeling and recipe generation of semiconductor fabrication procsses are necessary. Among the major semiconductor manufacturing processes, dry etc- hing process using gas plasma and accelerated ion is widely used. The process involves a variety of the chemical and physical effects of gas and accelerated ions. Despite the increased popularity, the complex internal characteristics made efficient modeling difficult. Because of difficulty to determine the control input for the desired output, the recipe generation depends largely on experiences of the experts with several trial and error presently. In this paper, the optimal control of the etching is carried out in the following two phases. First, the optimal neural network models for etching process are developed with genetic algorithm utilizing the input and output data obtained by experiments. In the second phase, search for optimal control inputs in performed by means of using the optimal neural network developed together with genetic algorithm. The results of study indicate that the predictive capabilities of the neural network models are superior to that of the statistical models which have been widely utilized in the semiconductor factory lines. Search for optimal control inputs using genetic algorithm is proved to be efficient by experiments. (author). refs., figs., tabs.

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UML Notation and Component Modeling on the Components Development Process (컴포넌트 개발과정에서 UML 표기법과 컴포넌트 모델링)

  • Kim, Jae-Saeng
    • The KIPS Transactions:PartD
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    • v.8D no.6
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    • pp.747-752
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    • 2001
  • UML is a standard language that models an analysis and design process in the development of an application system or components, CORBA, COM+, EJB and others are the techiniques that are realized reuse of components. After it is distinguished between reusable components and new components on the components development process and is developed, the developing cost of components or application system can be reduced and the components of superior in quality can be created. This paper defines the extended UML notation that needed in modeling of the products created from the development process of components. Also, this paper introduces a modeling of components and UML application method that needed in development of an auction system based on Web.

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New Concept of Construction Business Process Modeling Connected with Information Technology (IT와 연계된 건설분야 신개념 BPR 모형 구성)

  • Kwak Joong-Min;Kang Leen-Seok
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • autumn
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    • pp.151-158
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    • 2003
  • Recently, the off-line processes in the construction industry are being changed to the electronic processes by several information technology (IT) tools including CALS. To improve the business processes to on-line processes, the business process reengineering (BPR) is a representative methodology for reviewing unnecessary and additional processes from the established business procedure. This study suggests a new process modeling method for construction BPR (CBPR) that consists of object-related process model (ORPM). In suggested modeling method, the connection with IT tools such as Workflow, enterprise resource planning (ERP), construction CALS, and business breakdown structure (BBS) was considered. The ORPM in the study is the main model for representing the detailed construction processes. It consists of nine relationship and six diagrams to represent the relationship between construction activities and the direction within the process model. Those models suggested from this study can be a useful tool for the CBPR because the researches and the practical applications related to the BPR of construction project are insufficient in our construction industry.

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U-City Construction Process Modeling based on UML (UML을 이용한 U-City건설사업 프로세스 모델링)

  • Lee, Sung-Pyo;Shin, Yong-Jin
    • 한국IT서비스학회:학술대회논문집
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    • 2009.05a
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    • pp.467-470
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    • 2009
  • U-City is the key element of the future knowledge-based society where every citizen will be benefited from the most advanced information technology. The following research reengineers the old process to define the rational and efficient process of the U-City construction project(BPR: Business Process Reengineering). In order to achieve the goal, identify and diagnose problem points, outline the improved plan, and readjust the managing system and process to propose better process. And Lastly, redefine the best efficient process by simple modeling using the UML(Unified Modeling Language). The goal of the systematic proposal is to make contributions to a base of the green growth to be the development of the Sustainable U-City.

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Well-Structured Inter-Oranizational Workflow Modeling for B2B e-Commerce

  • Li, Xizuo;Kim, Sun-Ho
    • The Journal of Society for e-Business Studies
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    • v.9 no.4
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    • pp.53-64
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    • 2004
  • Today's enterprises take processes beyond their own organizational boundaries in order to electronically trade goods and services with partners under the concept of B2B e-commerce. In this environment, inter-organizational business processes are required and should be well defined not only in public processes between partners but in private processes within individual partners. For this purpose, we propose the method to represent inter-organizational business processes. First of all, a feasible modeling method for the inter-organizational workflow for B2B e-commerce is developed. This method is proposed based on BPSS in ebXML so that the binary and multiparty collaborations share a common process. In this method, message flows and control flows are separated in order to facilitate the design procedure of the inter-organizational workflow process. Second, a well-structured process modeling algorithm to design a well-structured inter-organizational workflow process is proposed. In the algorithm, a process is transformed to a Petri-net-based process model. This algorithm employs well-behaved modeling blocks, well-behaved control structures, and business transactions to develop well-structured process models by a top-down design.

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Multiple Perspective Business System Modeling Using Unified Modeling Language (Unified Modeling Language를 활용한 다관점 업무 시스템 모형화)

  • Kim, Jong-U;Kim, Jin-Sam;Jo, Jin-Hui;Jeon, Jin-Ok
    • The Transactions of the Korea Information Processing Society
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    • v.6 no.9
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    • pp.2373-2383
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    • 1999
  • Recently, due to the popularity of object-oriented programming languages, object-oriented modeling and development methodologies become widely applied to information system development. When object-oriented methodology is adopted, using object-oriented modeling languages for business analysis and redesign has the advantages such that business modeling results can be easily understood and referred by information system developers. In this paper, UML-B, Unified Modeling Language extension for Business modeling is proposed, which uses UML notation for modeling organization structure, actors, use cases, business processes, and entities in business systems. It also utilizes extension mechanisms of UML to facilitate business modeling activities, and supports business process reengineering with object-oriented modeling.

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Pre-Service Elementary Teachers' Visual Modeling Process for Reflection of Light (빛의 반사 현상에 대한 초등 예비교사의 시각적 모델링 과정)

  • Yoon, Hye-Gyoung;Lee, Insun;Park, Jeongwoo
    • Journal of The Korean Association For Science Education
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    • v.41 no.1
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    • pp.19-32
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    • 2021
  • This study aims to analyze the visual modeling process of pre-service elementary teachers on the reflection of light. The analytical framework was developed from three aspects; coherence, correspondence, and commensurability of the modeling thinking proposed by Halloun (2004). 20 pre-service elementary teachers participated and were randomly paired to observe the reflection of light. They were asked to construct the visual model individually at first and then collaboratively. Comparing personal and cooperative models, the level of correspondence and commensurability in some groups has increased, despite the lack of special educational treatment. In addition, three main features were found in their reasoning process. First, the level of commensurability to apply the law of reflection continued to change fluidly depending on the circumstances and often the verbal and visual explanations did not match. Second, in the process of visual modeling, correspondence was often given priority over commensurability and coherence. Third, in a situation where correspondence and commensurability are at odds with each other, participants resolved this conflict and developed reasoning through review and revision of the auxiliary hypothesis. Several implications have been discussed for effectively guiding visual modeling activities.

A Study on the Automation of the Connection modeling for Steel Structures based on BIM (BIM 기반의 철골접합부 모델링 자동화에 관한 연구)

  • Eom, Jin-Up;Shin, Tae-Song
    • Journal of Korean Society of Steel Construction
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    • v.22 no.1
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    • pp.99-108
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    • 2010
  • This paper presents the results of a study that aimed to develop a module for auto connection modeling that can be applied to the structural details design and modeling phase. It was established that the steel connection library database from the structural analysis resulted from the consideration of the input parameters of the 3D modeling program and the guidelines for Korean standard steel connections. The module for the auto connection modeling in steel structures was developed by linking it with the established library database through the use of the OpenAPI software to prove that the developed module carried out the modeling of the six story (steel structure) office building. The productivity and efficiency of the module introduction was verified by comparing the conventional process and the proposed process.

Polymer Electrolyte Fuel Cell Simulation Using Simulink (Simulink를 이용한 고분자 전해질 연료전지 시스템 시뮬레이션)

  • Hwang, Nam-Sun;Lee, Ho-Jun;Ju, Byung-Su
    • 한국신재생에너지학회:학술대회논문집
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    • 2007.06a
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    • pp.109-112
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    • 2007
  • In this paper, a mathematical modeling was developed to simulate 1kW class air cooled Polymer Electrolyte Membrane Fuel Cell(PEMFC) system. The proposed modeling was conducted under SIMULINK based environment. The model ing was developed based on the thermodynamic and chemical equilibrium. The objective is to design and implement the entire fuel cell system model ing including the system controller modeling. The fuel cell process and the control system modeling should have to be connected with each other simultaneously, therefore the two types of modeling influences each other when the system simulator run. The fuel cell modeling libraries are simulated using the SIMULINK under the thermodynamic and chemical equilibrium base. The PID controller application was designed and developed to test the process modeling and verify it. This the prototype development of the fuel cell system to design and test more complicate fuel cell systems, like the residential power generation system. The simulation results was compared to the real PEMFC system performance. We have achieved the reasonable accordance with the Lab test and the simulation results.

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An Analysis of Mathematical Modeling Process and Mathematical Reasoning Ability by Group Organization Method (모둠 구성에 따른 수학적 모델링 과정 수행 및 수학적 추론 능력 분석)

  • An, IhnKyoung;Oh, Youngyoul
    • Journal of Elementary Mathematics Education in Korea
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    • v.22 no.4
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    • pp.497-516
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    • 2018
  • The purpose of this study is to compare the process of mathematical modeling in mathematical modeling class according to group organization, and to investigate whether it shows improvement in mathematical reasoning ability. A total of 24 classes with 3 mathematical modeling activities were designed to investigate the research problem. The result of this study showed that the heterogeneous groups performed better than the homogeneous groups in terms of both the performance ability of mathematical modeling and mathematical reasoning ability. This study implies that, with respect to group design for applying mathematical modeling in teaching mathematics, heterogeneous group design would be more efficient than homogeneous group design.

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