• Title/Summary/Keyword: Cellular manufacturing

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Network Analysis and Neural Network Approach for the Cellular Manufacturing System Design (Network 분석과 신경망을 이용한 Cellular 생산시스템 설계)

  • Lee, Hong-Chul
    • Journal of Korean Institute of Industrial Engineers
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    • v.24 no.1
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    • pp.23-35
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    • 1998
  • This article presents a network flow analysis to form flexible machine cells with minimum intercellular part moves and a neural network model to form part families. The operational sequences and production quantity of the part, and the number of cells and the cell size are taken into considerations for a 0-1 quadratic programming formulation and a network flow based solution procedure is developed. After designing the machine cells, a neural network approach for the integration of part families and the automatic assignment of new parts to the existing cells is proposed. A multi-layer backpropagation network with one hidden layer is used. Experimental results with varying number of neurons in hidden layer to evaluate the role of hidden neurons in the network learning performance are also presented. The comprehensive methodology developed in this article is appropriate for solving large-scale industrial applications without building the knowledge-based expert rule for the cellular manufacturing environment.

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Impact Analysis of Freely Falling Cellular Phone (자유낙하에 의한 휴대폰의 충격 해석)

  • Kang, Sung-Soo;Kim, Jong-Su;Seol, Gyun-Ho
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.22 no.6
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    • pp.963-968
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    • 2013
  • In this study, we carried out a structural analysis for determining the stresses acting on the tempered glass of a freely falling cellular phone using ANSYS 13.0, commercial finite element code. We designed a phone heavier than any contemporary cellular phone and performed finite element analysis using the falling speed at a height of 104 cm, which is equal to of the average leg length of Koreans. By determining the maximum stress acting on the phone's tempered glass and frame, we identified the location of large deformation. Furthermore, we evaluated the maximum/minimum equivalent stress and deformation of the reinforced glass and frame as functions of time.

A Study on the Integrated Methodology for Constructing the Cellular Manufacturing System (셀생산시스템의 통합적 구축방법론에 관한 연구)

  • 김효석;정윤호
    • Korean Management Science Review
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    • v.16 no.1
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    • pp.173-186
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    • 1999
  • Recently many firms are introducing the cellular manufacturing system(CMS) as a means of achieving manufacturing efficiencies. However, most of the research on CMS was mainly for determining the cell formation problems. Since the goal of the CMS is not only a increase production efficiencies, but also to enhance the competitive stength of a firm, it would be reasonable to assume CMS as a business reengineering module rather than an independent technique. The purpose of this study is to align the CMS with reengineering, to present an integrated methodology for constructing the CMS, and to apply the CMS to a firm and verify it. The paper concludes with a brief description of the lessons learend by the CMS project and the limitations of the research are described.

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An Efficient Cell Formation Approach for a Cellular Manufacturing System Considering Operation Sequences (작업순서를 고려한 효율적인 제조셀 형성방법)

  • Choi, Dong-Soon;Chung, Byung-Hee
    • IE interfaces
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    • v.10 no.3
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    • pp.189-196
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    • 1997
  • This paper presents a cell formation approach for a cellular manufacturing system to minimize the inter-cell moves considering operation sequences. Two new factors are introduced: (1)flow-similarity(FS) for integrating direct/indirect inter-machine flow and similarity (2)machine cell-part moves (CPM) for exactly computing inter-cell moves. FS is used for combining machines and CPM is used for assigning the parts to the preliminary machine cells. In addition, we develop an aggregated heuristic algorithm to form manufacturing machine cells and assign the parts to those cells based on these concepts. We use performance criterion called total inter-cell moves(TICM), which is the total material flow between internal cells and external cells. Results of computational tests on a number of randomly generated test problems show that the suggested heuristic is superior to existing methods.

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FE Analysis of The Forming Process of The High Precision Rectangular Battery Case used in Cellular Phone and IMT-2000 (Cellular Phone 및 IMT-2000용 초정밀 사각 밧데리 케이스 성형공정 해석)

  • Kim, H.J.;Ku, T.W.;Kang, B.S.
    • Proceedings of the KSME Conference
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    • 2000.11a
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    • pp.778-782
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    • 2000
  • Deep drawing and ironing are the major process used today in manufacturing of battery case used in cellular phone and IMT-2000 from aluminum. The same technology is utilized in manufacturing of steel or aluminum rectangular cans for components of medical instrument, portable PC, walkman and so on. Most of these processes require multi-stage ironing following the deep drawing and redrawing processes. The practical aspects of this technology are well known and gained through extensive experiment and production know-how. However, the fundamental aspects of theses processes are relatively less known. Thus, it is expected that process simulations using FEM techniques would provide additional detailed information that could be utilized to improve the process condition. This paper illustrates the application of process modeling to deep drawing and redrawing operations with the cellular phone and IMT-2000. A commercially avaliable finite element code LS-DYNA3D was used to simulate deep drawing and redrawing operations.

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A Study of Manufacturing Cell Based on the Demand Rate (부품 수요율을 고려한 제조 셀의 운용)

  • 박승헌
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.22 no.49
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    • pp.67-76
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    • 1999
  • This research presents the relationship among machining time, cycle time and demand rate in a cellular manufacturing system. The manufacturing cell produces part families by automated machines. This paper discusses the cases of increasing demand rate in an existing cell and designing cell based on the demand rate. This research developed an algorithm for decision making such as cycle time, machines and workers in order to minimize the total machine capacity and the number of workers for any given demand rate. The proposed algorithm was successfully applied for the design and operation of cell manufacturing with a good result.

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A Study on Even Distribution of Workloads Using Simulated Annealing Method on Integrated Layout Design in Cellular flexible Assembly Systems (셀형 유연조립시스템에서 작업부하 균형을 고려한 통합 배치설계에 관한 연구)

  • 정지용;노인규
    • Journal of the Korean Operations Research and Management Science Society
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    • v.23 no.4
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    • pp.63-73
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    • 1998
  • With the success of flexible manufacturing systems(FMSs), flexible assembly systems(FASs) have been developed to automatic factories further. As in a cellular FMS, a celluar FAS is considered as the most flexible and feasible assembly systems configuration. This paper presents a method for the integrated layout design in cellular FASs. Unlike the traditional paper, this paper deals with the formation of cells and the layout of cells for jobs with operation times on different machines. The procedure in this paper consists of two distinct phases. The first phase presents machine arrangement in a double rows flowline. cell formation not to allow intercellular movements, and integrated layout design in cellular FASs considering the characteristics of FAS, layout, and production factors This phase uses older optimal algorithm. The second phase proposes to balance the system with an objective of reducing the degree of workload deviation in the cells. Simulated annealing method is used to balance the system. This phase also shows the integrated layout design in cellular FASs with the cost less than total cost of the first phase.

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Development of manufacturing method of resin magnet. plant growth promote machine and electro wave absorbent material (수지자석 제조기법과 전자파 흡수체 및 식물 성장촉진기의 개발)

  • Lee, Oh-Keol
    • Proceedings of the KIEE Conference
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    • 2000.07e
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    • pp.13-16
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    • 2000
  • This paper developed a manufacturing method for resin magnet contained rare earth element and synthetic resin. Use this manufacturing method, developed a electro wave absorbent material and plant growth promote machine. Result of experiments shown to have excellent on bean sprouts cultivate, computer monitor, television monitor and cellular phone etc.

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