• Title/Summary/Keyword: Intelligent manufacturing system

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An Inventory Management System usins Fuzzy Neural Network (퍼지 신경망을 이용한 재고관리 시스템)

  • 허철회;정환묵
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2001.12a
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    • pp.27-30
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    • 2001
  • A inventory management system of the manufacturing industry has a model of different kinds according to the objective and the situation. A inventory management system needs superior system technique in demand forecast, economical efficiency, reliability and application for stable supply of the finished goods, the raw materials and the parts. This paper proposes a demand forecast method based on fuzzy structured neural network, which uses min-operation and trapezoid membership function of fuzzy rules. So we can have an intelligent inventory management system for optimized decision-making of forecasting data with expert's opinion in fuzzy environment. This inventory management system used an intelligence agent and it could be adapted to asystemenvironmentchangeinorder.

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Intelligent FMC Scheduling Utilizing Neural Network and Expert System (신경회로망과 전문가시스템에 의한 FMC의 지능형 스케쥴링)

  • 박승규;이창훈;김유남;장석호;우광방
    • Journal of Institute of Control, Robotics and Systems
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    • v.4 no.5
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    • pp.651-657
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    • 1998
  • In this study, an intelligent scheduling with hybrid architecture, which integrates expert system and neural network, is proposed. Neural network is trained with the data acquired from simulation model of FMC to obtain the knowledge about the relationship between the state of the FMC and its best dispatching rule. Expert system controls the scheduling of FMC by integrating the output of neural network, the states of FMS, and user input. By applying the hybrid system to a scheduling problem, the human knowledge on scheduling and the generation of non-logical knowledge by machine teaming, can be processed in one scheduler. The computer simulation shows that comparing with MST(Minimum Slack Time), there is a little increment in tardness, 5% growth in flow time. And at breakdown, tardness is not increased by expert system comparing with EDD(Earliest Due Date).

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Development of Information Strategy Planning Supporting Template for IMS (IMS를 위한 정보화 전략계획 수립지원 Template 개발)

  • 최병욱;이영수;장석호;윤취영
    • Proceedings of the CALSEC Conference
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    • 2002.01a
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    • pp.107-131
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    • 2002
  • Recently, it is an important problem that combines part of sale, technical development etc.. as well as function that is the multi-item and small quantity production environment and production to computer network that supports synthetic efficiency of general corporation activity in manufacturing industry. Integration production information system is developed by these requests and globalization of production system and marketing by tough international competition of various industry product need IMS(Intelligent Manufacturing System) that cope in these change. Therefore, this paper searches analysis method, problem and development way for information system of manufacture field to construct this IMS efficiently, and develops each information strategy planning establishment step, product and integral way of products which is the systematic establishment way of essential information strategy planning in efficient manufacturing information system construction. Also, this paper presents detailed system design methods of each step and templates for efficient methodology of information strategy planning to support IMS efficiently.

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A Study on Laser-Assisted Machining Process of Silicon Nitride (질화규소의 Laser-Assisted Machining 공정에 관한 연구)

  • Lim, Se-Hwan;Lee, Jae-Hoon;Shin, Dong-Sig;Kim, Jong-Do;Kim, Joo-Hyun
    • Journal of the Korean Society for Precision Engineering
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    • v.26 no.5
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    • pp.48-56
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    • 2009
  • In this paper, laser-assisted machining(LAM) has been employed to machine hot isostatically pressed (HIPed) Si3N4 work pieces. Due to little residual flaws and porosity, HIPed $Si_3N_4$ work pieces are more difficult to machine compared to normally sintered $Si_3N_4$ workpieces. In LAM, the intense energy of laser was used to enhance machinability by locally heating the workpiece and thus reducing yield strength. In experiments, the laser power ranges from 200W to 800W and the diameter of work pieces is 16mm. While machining, the surface temperature was kept nearly constant by laser heating except for a short period of rise time of max. 58 seconds. Results showed as feed rate increases the surface temperature of $Si_3N_4$ workpieces decreases slightly, whereas the effect of depth of cut is disregardable. With a laser power of 800W, achievable maximal depth of cut as 0.7mm and feed rate was 0.03mm/rev.

Cutting Characteristics on Rake Angle in Laser-Assisted Machining of Silicon Nitride (질화규소의 예열선삭가공시 경사각에 따른 절삭특성)

  • Shin, Dong-Sig;Lee, Jae-Hoon;Lim, Se-Hwan;Kim, Jong-Do;Lee, Su-Jin
    • Journal of the Korean Society for Precision Engineering
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    • v.26 no.4
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    • pp.47-54
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    • 2009
  • In the last few years, lasers have found new applications as tools for ceramic machining which is laser-assisted machining(LAM). LAM process for the machining of difficult-to-machine materials such as structural ceramics, has recently been studied on silicon nitride workpiece for a wide range of operating condition. However, there have been few studies on rake angle in LAM process. In this paper we analyzed difference of machinability between positive and negative rake angle in tools. We have obtained interesting results that we could eliminate chattering, lower specific cutting and cutting ratio in case of positive rake angle. The results suggest that positive rake angled tools can make more plastic deformation and stable cutting of silicon nitride in comparison with negative rake angled one.

Investigation of the Surface Temperature and Cutting Characteristics of Silicon Nitride in Laser-Assisted Machining (Laser-assisted machining에서 질화규소 시편의 표면온도와 절삭특성에 관한 연구)

  • Im, Se-Hwan;Lee, Je-Hun;Sin, Dong-Sik;Kim, Jong-Do;Kim, Ju-Hyeon
    • Laser Solutions
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    • v.12 no.1
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    • pp.25-33
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    • 2009
  • In laser-assisted machining (LAM), laser beam is used to locally increase the temperature of a workpiece and thus to enhance the machinability. In order to set the temperature of the material removal area of a workpiece at an optimal value, process parameters, such as laser power, feed rate, and rotational velocity, have to be carefully controlled. In this work, the effects of laser power and feed rate on the temperature distribution of a silicon nitride rotating at a constant velocity were experimentally investigated. Using a pyrometer, temperatures at various locations of the silicon nitride were measured both in circumferential and axial directions. The measured temperatures were fitted to a quadratic equation to approximate the temperature at the cutting location. The machining results showed that cutting force and tool wear were decreased when the temperature at the cutting location was increased.

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Ship s Maneuvering and Winch Control System with Voice Instruction Based Learning (음성지시에 의한 선박 조종 및 윈치 제어 시스템)

  • Seo, Ki-Yeol;Park, Gyei-Kark
    • Journal of the Korean Institute of Intelligent Systems
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    • v.12 no.6
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    • pp.517-523
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    • 2002
  • In this paper, we propose system that apply VIBL method to add speech recognition to LIBL method based on human s studying method to use natural language to steering system of ship, MERCS and winch appliances and use VIBL method to alternate process that linguistic instruction such as officer s steering instruction is achieved via ableman and control steering gear, MERCS and winch appliances. By specific method of study, ableman s suitable steering manufacturing model embodies intelligent steering gear controlling system that embody and language direction base studying method to present proper meaning element and evaluation rule to steering system of ship apply and respond more efficiently on voice instruction of commander using fuzzy inference rule. Also we embody system that recognize voice direction of commander and control MERCS and winch appliances. We embodied steering manufacturing model based on ableman s experience and presented rudder angle for intelligent steering system, compass bearing arrival time, evaluation rule to propose meaning element of stationary state and correct steerman manufacturing model rule using technique to recognize voice instruction of commander and change to text and fuzzy inference. Also we apply VIBL method to speech recognition ship control simulator and confirmed the effectiveness.

A Practical Method to Adopt MAP In Industrial Robot Controller

  • Nagamatsu, Ikuo
    • Proceedings of the KIEE Conference
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    • 1986.07a
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    • pp.97-109
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    • 1986
  • The ultimate goal of an industrial robot is to make full use of its real ability to communicate with any given intelligent device, and to do so independently of hardware, architecture and languages. This paper describes the necessary functions of a robot used in an integrated manufacturing system, and the basic philosophy of organization as applied to the robot controller. An example of a machine vision system called MYVIS is reviewed in relation to MAP and LAN in a practical cell application.

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The $3^{rd}$ Phase (IMS Phase) of the G7 Project "Korea Advanced Manufacturing System" (G7 첨단생산시스템 연구과제의 3단계(IMS 단계) 연구현황)

  • 이영수;최헌종;이석우
    • Journal of the Korean Society for Precision Engineering
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    • v.17 no.3
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    • pp.22-28
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    • 2000
  • 제조업의 경쟁력 제고를 위하여 시작된 선도 기술개발 사업의 하나인 '첨단생산시스템기술개발' 사업은 제 1 단계에서 FMS 핵심 기술 개발을, 제 2 단계에서는 CIM 기술 개발을 수행하였다. 1,2단계 기술 개발의 연속성 위에서 제 3 단계에서는 지능형 생산시스템(IMS: Intelligent Manufacturing System)을 구현하기 위하여 1999년 11월부터 연구가 시작되었다.

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