• Title/Summary/Keyword: Intelligent Manufacturing Systems

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An Application of Fuzzy Logic with Desirability Functions to Multi-response Optimization in the Taguchi Method

  • Kim Seong-Jun
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.5 no.3
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    • pp.183-188
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    • 2005
  • Although it is widely used to find an optimum setting of manufacturing process parameters in a variety of engineering fields, the Taguchi method has a difficulty in dealing with multi-response situations in which several response variables should be considered at the same time. For example, electrode wear, surface roughness, and material removal rate are important process response variables in an electrical discharge machining (EDM) process. A simultaneous optimization should be accomplished. Many researches from various disciplines have been conducted for such multi-response optimizations. One of them is a fuzzy logic approach presented by Lin et al. [1]. They showed that two response characteristics are converted into a single performance index based upon fuzzy logic. However, it is pointed out that information regarding relative importance of response variables is not considered in that method. In order to overcome this problem, a desirability function can be adopted, which frequently appears in the statistical literature. In this paper, we propose a novel approach for the multi-response optimization by incorporating fuzzy logic into desirability function. The present method is illustrated by an EDM data of Lin and Lin [2].

An intelligent planner of processing equipment for CSCW-based shop floor control in agile manufacturing

  • Kim, Hwajin;Cho, Hyunbo;Jung, Mooyoung
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 1995.04a
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    • pp.185-192
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    • 1995
  • A common control model used to implement computer integrated manufacturing(CIM) is based on the hierarchical decomposition of the shop floor activities, in which supervisory controllers are responsible for all the interactions among subordinates. Although the hierarchical control philosophy provides for easy understanding of complex systems, an emerging manufacturing paradigm, agile manufacturing, requires a new control structure necessary to accommodate the rapid development of a shop floor controller. This is what is called CSCW(computer supported cooperative work)-based control or component-based heterarchical control. As computing resources and communication network on the shop floor become increasingly intelligent and powerful, the new control architecture is about to come true in a modern CIM system. In this paper, CSCW-based control is adopted and investigated, in which a controller for a unit of device performs 3 main functions - planning, scheduling and execution. In this paper, attention is paid to a planning function and all the detailed planning activities for CSCW-based shop floor control are identified. Interactions with other functions are also addressed. Generally speaking, planning determines tasks to be scheduled in the future. In other words, planning analyzes process plans and transforms process plans into detailed plans adequate for shop floor control. Planning is also responsible for updating the process plan and identifying/resolving replanning activities whether they come from scheduling or execution.

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Drivers Influencing Demand Chain Integration Strategy: Analysis of Intelligent Collaboration Cases (수요사슬 통합전략에 영향을 미치는 동인에 관한 연구: 지능형 협업 사례 분석)

  • Kim Yon Tae;Kim Chulsoo
    • Journal of Intelligence and Information Systems
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    • v.10 no.2
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    • pp.189-209
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    • 2004
  • The collaboration between businesses in a demand chain has three layers: Integration, Exchange, and Synchronize. The latter the layer is, the stronger the collaboration gets. This paper investigated drivers influencing intelligent demand chain integration strategy (supply integration, demand integration, demand chain integration) in Korea manufacturing and services. The drivers are classified into two types: rational efficiency driven and bandwagon driven. We find tile differences in the characteristics of drivers affecting the strategies. Besides, this study suggests the better integration strategy for Korea firms. In conclusion it says that demand integration strategy is chosen to improve efficiency, whereas supply integration strategy is influenced by external pressure.

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Design and Implementation of Intelligent IP Streaming Module Based on Personalized Media Service (개인 맞춤형 미디어 서비스 기반 지능형 IP 스트리밍 모듈 설계 및 구현)

  • Park, Sung-Joo;Yang, Chang-Mo
    • IEMEK Journal of Embedded Systems and Applications
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    • v.4 no.2
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    • pp.79-83
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    • 2009
  • Streaming Technology can support the real-time playback without downloading and storing multimedia data in local HDD. So, client browser or plug-in can represent multimedia data before the end of file transmission using streaming technology. Recently, the demand for efficient real-time playback and transmission of large amounts of multimedia data is growing rapidly. But most users' connections over network are not fast and stable enough to download large chunks of multimedia data. In this paper, we propose an intelligent IP streaming system based on personalized media service. The proposed IP streaming system enables users to get an intelligent recommendation of multimedia contents based on the user preference information stored on the streaming server or the home media server. The supposed intelligent IP streaming system consists of Server Metadata Agent, Pumping Server, Contents Storage Server, Client Metadata Agent and Streaming Player. And in order to implement the personalized media service, the user information, user preference information and client device information are managed under database concept. Moreover, users are assured of seamless access of streamed content event if they switch to another client device by implementing streaming system based on user identification and device information. We evaluate our approach with manufacturing home server system and simulation results.

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지능형생산시스템(IMS) 기술 개발을 위한 국제 IMS 프로그램과 국내 추진 현황

  • 이영수;최병욱;이현정
    • ICROS
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    • v.3 no.4
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    • pp.33-39
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    • 1997
  • 본 글에서는 21세기를 대비한 차세대생산시스템으로 일컬어지는 지능형생산시스템(IMS: Intelligent Manufacturing System)의 기술 개발을 위해 국제공동연구로 진행되고 있는 "국제 IMS 프로그램"을 소개하고 우리나라의 추진현황에 대해서도 설명한다. 제 2절에서는 국제 IMS 프로그램의 개요로서 추진배경, IMS의 목표, 참가국 및 추진체계, 자금운영 방법 등에 대해 설명한다. 제 3절에서는 국제 IMS 프로그램에서 수행하는 프로젝트들을 소개하며, 국내의 IMS 추진전략 및 주요활동 등을 제 4절에서 설명한다.

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기계가공프로세스의 감시를 위한 지적센싱시스템

  • 정의식;남궁석
    • Journal of the Korean Society for Precision Engineering
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    • v.11 no.3
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    • pp.8-14
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    • 1994
  • 최근 생산시스템에 지능을 부여하려는 관련기술의 개발이 IMS's(Intelligent Manufacturing Systems) 프로그램을 통하여 선진공업국에서 시도되고 있다. 그 가운데에서 기계가공프로세스의 상태를 자동감시하기 위한 지적센싱시스템의 개발은 생산가공시스템의 자동화, 무인화를 실현하는데 중요한 핵심 기술의 하나로 되고 있다. 본 원고에서는, 지적센싱시스템을 구축하는데 필요한 주변관련기술, 예를 들면 복수센서, 신호처리 및 특징추출, 의사결정방법 등에 대한 연구동향과 구성방법을 여러 적용예를 통하여 살펴보고, 앞으로의 연구과제에 대하여 논의해 보기로 한다.

A Virtual Manufacturing Agent for Sales Agent of Manufacturers in EC Marketplace (전자상거래 환경하에서의 제초업체 판매 에이전트를 위한 가상생산 에이전트)

  • 최형림;박병주;김현수;이창호
    • Journal of Intelligence and Information Systems
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    • v.7 no.1
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    • pp.1-15
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    • 2001
  • Recently, Internet based Electronic Commerce is recognized as one of the alternatives for strengthening sales power of small and medium companies. However, small and medium manufacturers can't adjust properly to the new environment because they are in short of money, personnel, and technology. To cope with this problem, this paper deals with the development of virtual manufacturing agent to support sales agent. The sales activity of most of parts manufacturing companies is based on orders of buyers. The process of promotion, receipt and selection of orders of the parts manufacturing is closely coupled with the load status of the production lines. On deciding whether to accept an order or not, as well as negotiating with buyers, sales person needs information such as load and schedule of production lines, manufacturability of the order. Therefore, the functions of virtual manufacturing agents manufacturability analysis, process planning, and scheduling are key features in developing an agent of sales activity for the parts manufacturing business. While most of research on virtual manufacturing system so far is focused on the simulation of each product, this paper deals with the development of agent assisting internet-based product sales by supporting production information promptly. The pilot system of virtual manufacturing agent is implemented using KQML-based agent template and Java-based expert system shell for a small molding company.

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Quality Function Deployment of Core Unit for Reliability Evaluation of Machine Tools (공작기계 핵심부품의 QFD 기술)

  • 송준엽;이승우;강재훈;강재훈;황주호;이현용;박화영
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2001.04a
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    • pp.59-62
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    • 2001
  • Reliability engineering is regarded as the major and important roll for all industry. And advanced manufacturing systems with high speed and intelligent have been developing for the betterment of machining ability. In this study, we have systemized evaluation of reliability for machinery system. We proposed the reliability assessment and design review method using analyzing critical units of high speed and intelligent machine system. In addition, we have not only designed and developed test bed system for acquiring reliability data, but also apply QFD technique for satisfying quality function which is provided in design phase. From this study, we will expect to guide and introduce the reliability engineering in developing and processing phase of high quality product.

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Evaluation of Reliability for critical unit of machinery system (기계류 핵심 유니트의 신뢰성 평가기술)

  • 이승우;송준엽;강재훈;황주호;이현용;박화영
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2000.11a
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    • pp.1014-1017
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    • 2000
  • Reliability engineering is regarded as the major and important roll for all industry. And advanced manufacturing systems with high speed and intelligent have been developed for the betterment of machining ability. In this study, we have systemized evaluation of reliability for machinery system. We proposed the reliability assessment and design review method using analyzing critical units of high speed and intelligent machine system. In addition, we have not only designed and developed test bed system for acquiring reliability data, but also have constructing WEB system for suppling reliability which is provided in design phase. From this study, we will expect to guide and introduce the reliability engineering in developing and processing phase of high quality product.

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