• 제목/요약/키워드: Intelligent manufacturing system

검색결과 361건 처리시간 0.021초

유연생산셀의 지능형 스케쥴링을 위한 전문가 시스템 (An expert system for intelligent scheduling in flexible manufacturing cell)

  • 전병선;박승규;이노성;안인석;서기성;이동헌;우광방
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1993년도 한국자동제어학술회의논문집(국내학술편); Seoul National University, Seoul; 20-22 Oct. 1993
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    • pp.1111-1116
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    • 1993
  • In this study, we discuss the design of the expert system for the scheduling of the FMC(Flexible Manufacturing Cell) consisting of the several versatile machines. Due to the NP property, the scheduling problem of several machine FMC is very complex task. Thus we proposed the two heuritstic shceduling algorithms for solving the problem and constituted the algorithm based of solving the problem and constituted the algorithm base of ISS(Intelligent Scheduling System) using them. By the rules in the rule base, the best alternative among various algorithms in algorithm base is selected and applied in controlling the FMC. To show the efficiency of ISS, the scheduling output of ISS and the existent dynamic dispatching rule were tested and compared. The results indicate that the ISS is superior to the existent dynamic dispatching rules in various performance indexes.

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실시간 시간논리 구조를 이용한 비결정적 이산사건 동적시스템의 모델링 (Modeling of Nondeterministic Discrete Events Dynamic System Using Real-Time Temporal logic Framework)

  • 김진권;이원혁;최정내;황형수
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 1998년도 추계학술대회 학술발표 논문집
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    • pp.485-491
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    • 1998
  • 이산사건 시스템은 시간의 이산순간에 상태변화가 발생하는 시스템으로서 공정제어, Robotics, 교통시스템, Flexible Manufacturing System, 통신등 많은 분야의 시스템이 이산사건 시스템들이지만 아직도 포괄적이고 융통성 있는 제어이론이 연구되지 않았다. 본 연구는 특히 Real-Time Temporal Logic Framework(RTTL)에서 비결정적으로 발생되어지는 확정적인 사건들로써 유발되어지는 비결정적 이산사건 시스템의 모델링 방법을 제시하였다. 이 방법을 두 개의 machine들로 구성된 Flexible Manufacturing System(FMS)에 적용하여 설명하였다. 이 방법은 복잡한 이산사건 시스템의 모델링을 모듈화하여 간편하게 표현 할 수 있는 우수한 특성을 가지고 있다.

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설비 및 품질 데이터 연계 지능형 생산계획 스케줄링 모델 개발을 위한 시스템엔지니어링 접근 방법 (Systems Engineering Approach to Develop Intelligent Production Planning Scheduling Model linked to Machine and Quality Data)

  • 박종희;김진영;홍대근
    • 시스템엔지니어링학술지
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    • 제17권2호
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    • pp.1-8
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    • 2021
  • This study proposes a systems engineering approach for the development of an advanced planning & scheduling (APS) system for a cosmetic case manufacturing factory. The APS system makes production plans and schedules based on the injection process, which consists of 27 plastic injection machines in parallel to control recommended inventory of products. The system uses machine operation/failure information and defective product/work-in-process tracking information to support intelligent scheduling. Furthermore, a genetic algorithm model is applied to handle the complexity of heuristic rules and machine/quality constraints in this process. As a result of the development, the recommended inventory compliance rate is improved by scheduling the 30-day production plan for 15 main products.

다중 공정 계획 환경하의 실시간 계획 반영 시스템에 관한 연구 (A Study on Real-Time Planning System in Multi Progress Planning Environment)

  • 이대형;김용섭;김정훈
    • 대한조선학회논문집
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    • 제45권5호
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    • pp.547-553
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    • 2008
  • Multi Progress Planning System problem in a multi-stage manufacturing system have a complexity and peculiarity different from other kinds of production system. World leading company has invested much cost and effort into a Real-Time Planning System and intelligent manufacturing field to obtain their own competitiveness. Especially Real-Time Planning System for ship production process as a part of intelligence for a shipyard. Real-Time Planning System, simulation based system, or virtual manufacturing system is an approach to achieve a such goal. It is expected that the Real-Time Planning System will contribute to the improvement of the productivity in working process at a shipyard. Also, This Real-Time Planning System will optimize the entire shipbuilding process in a multi progress planning environment for the delivery.

Macro-Micro Manipulation with Visual Tracking and its Application to Wheel Assembly

  • Cho Changhyun;Kang Sungchul;Kim Munsang;Song Jae-Bok
    • International Journal of Control, Automation, and Systems
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    • 제3권3호
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    • pp.461-468
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    • 2005
  • This paper proposes a wheel-assembly automation system, which assembles a wheel into a hub of a vehicle hung to a moving hanger in a car manufacturing line. A macro-micro manipulator control strategy is introduced to increase the system bandwidth and tracking accuracy to ensure insertion tolerance. A camera is equipped at the newly designed wheel gripper, which is attached at the center of the end-effector of the macro-micro manipulator and is used to measure position error of the hub of the vehicle in real time. The redundancy problem in the macro-micro manipulator is solved without complicated calculation by assigning proper functions to each part so that the macro part tracks the velocity error while the micro part regulates the fine position error. Experimental results indicate that tracking error satisfies the insertion tolerance of assembly $({\pm}1mm)$, and thus it is verified that the proposed system can be applied to the wheel assembly task on a moving hanger in the manufacturing line.

고속 지능형 CNC 시스템의 안정화 (Stabilization of a High-Speed and Intelligent CNC System)

  • 김경돈;이강주;최인휴;김형내;김찬봉
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 2004년도 춘계학술대회 논문집
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    • pp.359-364
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    • 2004
  • A high-speed and intelligent CNC system has been developed by Turbotek Co., Ltd. This paper presents the study for commercialization of the developed CNC system. In order to acquire stability and reliability of the developed CNC system, its hardwares and softwares ate improved. The CNC main unit is revised to a compact box-type CNC controller. Moreover, the integrated CNC main unit that has built-in and expandable I/O modules is also developed. Remote monitoring, fault diagnosis End NURBS interpolation functions are realized on the CNC system as software modules. Through these efforts, the developed CNC system can be loaded on machine tools successfully.

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복합계측시스템을 이용한 공구이상검출 (Dectection of tool breakage using multi-sensing system)

  • Lee, J.J.;Park, H.Y.
    • 한국정밀공학회지
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    • 제10권2호
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    • pp.95-103
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    • 1993
  • In the manufacturing field, some traditional manufacturing and machining methods become weakened the productivity, the external competitive power, and accuracies of the products. In these point of view, the unmanned and intelligent manufacturing systems are proposed by some manufacturing companies. The real-time monitoring technology of the cutting tool conditions i.e. tool wear, tool breakage, crack, and chipping anre necessarily reauired to realize those system, especially. In this study, we constructed the multi- sensing system using the acceleration sensor, the current sensor, and the loadmeter of a machine tool. Also, we analyzed the nose breakage, the massive signal, and some monitoring features by means of the developed system.

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Multi-factors Bidding method for Job Dispatching in Hybrid Shop Floor Control System

  • Lee, Seok--Hee;Park, Kyung-Hyun;Bae, Chang-Hyun
    • International Journal of Precision Engineering and Manufacturing
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    • 제1권2호
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    • pp.124-131
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    • 2000
  • A shop floor can be considered as and importand level to develop a Computer Integrated Manufacturing system (CIMs). The shop foor is a dynamic environment where unexpected events contrinuously occur, and impose changes to planned activities. The shop floor should adopt an appropriate control system that is responsible for scheduling coordination and moving the manufacturing material and information flow. In this paper, the architecture of the hybrid control model identifies three levels; i.e., the shop floor controller (SFC), the cell controller(CC) and the equipment controller (EC). The methodology for developing these controller is employ an object-oriented approach for static models and IDEF0 for function models for dispatching a job. SFC and CC are coordinated by employing a multi-factors bidding and an adapted Analytic Hierarchy Process(AHP) prove applicability of the suggested method. Test experiment has been conducted by with the shopfloor, consisting of six manufacturing cells.

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Adaptive Genetic Algorithm for the Manufacturing/Distribution Chain Planning

  • Kiyoung Shin;Chiung Moon;Kim, Yongchan;Kim, Jongsoo
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 2003년도 ISIS 2003
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    • pp.170-174
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    • 2003
  • In this research, we consider an integrated manufacturing/distribution planning problem in supply chain (SC) which has non-integer time lags. We focus on a capacitated manufacturing planning and capacity allocation problem for the system. We develop a mixed binary integer linear programming (MBLP) model and propose an efficient heuristic procedure using an adaptive genetic algorithm, which is composed of a regeneration procedure for evaluating infeasible chromosomes and the reduced costs from the LP-relaxation of the original model. The proposed an adaptive genetic algorithm was tested in terms of the solution accuracy and algorithm speed during numerical experiments. We found that our algorithm can generate the optimal solution within a reasonable computational time.

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An object-oriented approach to the cell activity representation for an intelligent manufacturing system (IMS)

  • Choi, Kyunghyun;Cho, Kyu-Kab
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1995년도 Proceedings of the Korea Automation Control Conference, 10th (KACC); Seoul, Korea; 23-25 Oct. 1995
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    • pp.39-42
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    • 1995
  • A new methodology for representing the interaction between machines and the interlock signals required in FMCs has been developed. Object-Oriented Philosophies (OOPs) lend themselves to the development of such a scheme. A methodology developed here regards the tasks to be performed by the cell or any of its constituent machines for being primal. Sensory signals indicating the changes of state pf machines are used to trigger or initiate tasks. A task may be simple and require a relatively short time to execute, or may be complex and lengthy. This methodology may be depicated by a set of diagrams called Task Initiation Diagram (TID) and their accompanying rules.

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