• Title/Summary/Keyword: Production Rules

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Delivery Date Decision Support System for the Large Scale Make-to-Order Manufacturing Companies: An Electric Motor Company Case (수주생산업체를 위한 납기일 결정 시스템의 개발)

  • Park, Chang-Kyu;Song, Jung-Su
    • IE interfaces
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    • v.11 no.3
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    • pp.181-191
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    • 1998
  • In the make-to-order (MTO) manufacturing environment, one of the important issues is setting attainable delivery dates for customer orders, which significantly affects the performance of the MTO manufacturing. Although this topic has received considerable attention in the literature, most of the efforts took a lower level approach that is concerned primarily with the effect of various delivery date assignment methods on the relative performance of some dispatching rules. This paper proposes the delivery date decision support system which takes a higher level approach of integrating the marketing and production planning functions with the consideration of the current capacity and the workload smoothing. The proposed system has been implemented in a Rotating Machinery Shop and the results of the implementation showed good performance.

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Comparative study of the performance of pure and hybrid flow lines using computer simulation (시뮬레이션에 의한 복합형 흐름라인 간의 성과 비교)

  • 이진춘
    • Journal of the Korea Society for Simulation
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    • v.4 no.1
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    • pp.75-86
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    • 1995
  • There has been a great deal of interest in the area of group technology recently. They suggest that group technology's formation of cells of machines which are dedicated to production of families of parts will bring many of the advantages of cellular layout of job shops. In this context, Yoon [2] designed and suggested 3 types of the layout structure for a small firm, by introducing the cellular layout into the traditional flow line of an existing factory. Also he found that P5C, i.e. process layout /5 cells layout, outperformed the rest types. However, he performed the experiments in the standpoint of the existing factory operation and did not consider other operating methods including changing the dispatching and sequencing rules. Therefore, in this paper, we compared the performance of 3 different layout by the simulation technique using the real data from the existing factory, considering a newly suggested dispatching and machine selection rule.

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Placement inspection of the SMT components using 3-D vision (시각센서를 이용한 SMT 부품장착상태 검사)

  • 손영탁;오형렬;윤한종
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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    • pp.605-608
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    • 1996
  • The aim of this thesis is to develop a SMT-components placement inspection system equipped with a visual sensor. The visual sensor, which consists of a camera and 2-layer LED illuminator, developed to inspect the component placement state such as missing, shift, flipping, polarity and tomb-stone. on PCB in the reflow-process. In practical applications, however, it is too hard to classify component from images mixed pad on PCB, cream solder paste and component. To overcome the problem, this thesis proposes the 2-layer illumination method and the heuristic image processing algorithms according to inspection type. To show the effectiveness of the proposed approach, a series of experiments on the inspection were conducted. The results show that the proposed method is robust to visual noise and variations in component conditions.

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Model for the description of disassembly sequence structure (분해순서 구조 기술을 위한 모델)

  • 박홍석;목학수;최흥원
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2001.04a
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    • pp.422-425
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    • 2001
  • The realization of the avoidance, decrease and utilization of waste can be made through reduction of resource consumption during product production and use. Beside that it is desirable to regain the resource attached to products and components. The same resources can be much used in product and mater all cycle through their reuse and regeneration In order to improve the use productivity of resource the disassembly make up the substantial prerequisite. In this paper a model describing the disassembly sequence structure is introduced under consideration of the influential facts related to disassembly process planning rules for disassembly sequence planning are derived from that.

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A New Abnormal Yields Detection Methodology in the Semiconductor Manufacturing Process (반도체 제조공정에서의 이상수율 검출 방법론)

  • Lee, Jang-Hee
    • Journal of Information Technology Applications and Management
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    • v.15 no.1
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    • pp.243-260
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    • 2008
  • To prevent low yields in the semiconductor industry is crucial to the success of that industry. However, to prevent low yields is difficult because of too many factors to affect yield variation and their complex relation in the semiconductor manufacturing process. This study presents a new efficient detection methodology for detecting abnormal yields including high and low yields, which can forecast the yield level of a production unit (namely a lot) based on yield-related feature variables' behaviors. In the methodology, we use C5.0 to identify the yield-related feature variables that are the combination of correlated process variables associated with yield, use SOM (Self-Organizing Map) neural networks to extract and classify significant patterns of past abnormal yield lots and finally use C5.0 to generate classification rules for detecting abnormal yield lot. We illustrate the effectiveness of our methodology using a semiconductor manufacturing company's field data.

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Intelligent Electronic Shoppingmall with Bundle Product Suggestions for Fisheries (상차림중심의 지능형 수산물 인터넷 쇼핑몰 개발)

  • 정대율
    • The Journal of Information Systems
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    • v.10 no.2
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    • pp.5-32
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    • 2001
  • The main goal of this research is at the development of a bundle product suggestion sub-system of an internet shopping mall for fishery products, which can reduce the search cost of user. To achieve the goal, we first study tie key factors of successful direct commerce for fishery products, and second, we design a bundle product suggestion module and its sub-module. For this, we identify the objectives of system, and write out the necessary functions of the system and models(process model, data model, dynamic model) through the analysis of user requirements. Based on the functions and models, we design user interfaces, database, processes, and knowledge base. In designing knowledge base and inferencing strategy, we consider two intelligent agent approach(optimal algorithms, heuristic rules) and suggest one more approach(case-based reasoning). The intelligent agent can be used in enhancing the suggestion of multiple fishery product simultaneously. The system analysis and design documents presented as the research results can be used to provide good guidelines to the companies who consider developing an production suggestion agents.

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The Acquisition of the English Locative Alternation by Korean EFL Learners: What Makes L2 Learning Difficult?

  • Kim, Bo-Ram
    • English Language & Literature Teaching
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    • v.12 no.4
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    • pp.31-68
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    • 2006
  • The present research investigates the acquisition of the English locative alternation by Korean EFL learners, which poses a learnability paradox, taking Pinker's framework of learnability theory as its basis. It addresses two questions (1) how lexical knowledge is represented initially and at different levels of interlanguage development and (2) what kinds of difficulty Korean learners find in the acquisition of English locative verbs and their constructions. Three groups of learners at different proficiency levels with a control group of English native speakers are examined by two instruments: elicited production task and grammaticality judgment task. According to different levels of proficiency, the learners exhibit gradual sensitivity to a change-of-state meaning and obtain complete perception of the meanings of locative verbs (manner-of-motion and change-of-state) and their constructions. Overgeneralization errors are observed in their performance. The errors are due to misinterpretations of particular lexical items in conjunction with the universal linking rules. More fundamental cause of difficulty is accounted for by partial use of learning mechanisms, caused by insufficient L2 input.

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An Expert System for Estimation of Fatigue Properties of Metallic Materials using Simple Tensile Data (금속재료의 피로특성 추정을 위한 전문가시스템)

  • Jeon, Woo-Soo;Song, Ji-Ho
    • Proceedings of the KSME Conference
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    • 2003.04a
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    • pp.195-200
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    • 2003
  • An expert system for estimation of fatigue properties from simple tensile data of material is developed, considering nearly all important estimation methods proposed so far, i.e., 7 estimation methods. The expert system is developed using an expert system shell, UNIK, and the knowledge base is constructed with production rules and frames. Forward chaining is employed as a reasoning method. The expert system has three major functions including the function to update the knowledge base. The performance of the expert system is tested using the 54 ${\sigma}-N$ curves consisting of 381 ${\sigma}-N$ data points obtained for 22 materials. It is found that the expert system developed has excellent performance especially for steel materials, and reasonably good for titanium alloys.

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An approach to building factory scheduling expert system by using model-based AI tool

  • Maruyama, Tadsshi;Konno, Satoshi
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10b
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    • pp.446-451
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    • 1992
  • In this paper, we propose a method to manage production system easily for operators when either equipments or products are changed. And we explain the scheduling AI tool which realizes the proposal method. The tool's knowledge expression consists of models, rules, mathematical expression and fuzzy logic. The model expresses the relations between products and manufacture, and properties of products. The models are separated into three type, equipment model, operation model, and product model. These models are classified by applicable fields as the assembly process or continuous plant process, The model expression of each type is based on object oriented paradigm. We report systems utilizing our approach.

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Optimal heat exchanger network synthesis through heuristics and system separation method (경험법칙과 계의 분리법을 통한 최적 열교환망 합성)

  • Lee, Hae-Pyeong;Ryu, Gyeong-Ok
    • Journal of Institute of Control, Robotics and Systems
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    • v.1 no.2
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    • pp.119-126
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    • 1995
  • The purpose of this study is to develop the technique of energy recovery and energy saving by using the optimization of heat exchanger network synthesis. This article proposes a new method of determining the optimal target of a heat exchanger network synthesis problem of which data feature multiple pinch points. The system separation method we suggest here is to subdivide the original system into independent subsystems with one pinch point. The optimal cost target was evaluated and the original pinch rules at each subsystem were employed. The software developed in this study was applied to the Alko prosess, which is an alcohol production process, for the synthesis of heat exchanger network. It was possible to save about 15% of the total annual cost.

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