• Title/Summary/Keyword: smart manufacturing

검색결과 717건 처리시간 0.026초

Development of Cyber-Physical Production System based Manufacturing Control System for Aircraft Parts Plant (가상물리제조 기반 항공기 부품공장 생산통제시스템 개발)

  • Kim, Deok Hyun;Lee, In Su;Cha, Chun Nam
    • Journal of Korean Society of Industrial and Systems Engineering
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    • 제43권1호
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    • pp.143-150
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    • 2020
  • To enhance the effectiveness of the FMS (flexible manufacturing system), it is necessary for the manufacturing control system to be upgraded by integrating the cyber and the physical manufacturing systems. Using the CPPS (Cyber-Physical Production System) concept, this study proposes a 4-stage vertical integration and control framework for an aircraft parts manufacturing plant. In the proposed framework, the process controller prepares the operations schedule for processing work orders generated from the APS (advanced planning & scheduling) system. The scheduled operations and the related control commands are assigned to equipments by the dispatcher of the line controller. The line monitor is responsible for monitoring the overall status of the FMS including work orders and equipments. Finally the process monitor uses the simulation model to check the performance of the production plan using real time plant status data. The W-FMCS (Wing rib-Flexible Manufacturing Control & Simulation) are developed to implement the proposed 4-stage CPPS based FMS control architecture. The effectiveness of the proposed control architecture is examined by the real plant's operational data such as utilization and throughput. The performance improvement examined shows the usefulness of the framework in managing the smart factory's operation by providing a practical approach to integrate cyber and physical production systems.

A Study on the Cooling Block Design for a Large Touch Screen Panel (TSP) Cover Glass Molding System (대형 Touch Screen Panel(TSP) 덮개유리 성형기의 냉각 블록 설계에 관한 연구)

  • Lee, Jun Kyoung
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • 제19권6호
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    • pp.36-42
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    • 2020
  • Nowadays, the touch screen panel (TSP) cover glass for mobile smart devices is being developed with a curved glass shape due to different design requirements. Because the sizes of mobile smart devices continue to increase, there has also been a great increase in the demand for large-area curved glass greater than 20 inches. In this study, heat and fluid flow analysis using CFD was performed to optimize the heating surface temperature distribution of the large curved glass formation system. Five cooling water flow paths in the cooling block were designed and analyzed for each case. A function that can quantitatively calculate the temperature uniformity of the heating surface was proposed and these values were obtained for the five models. The temperature distributions of the heating surface and the energy consumption of the heating system were also compared and comprehensively analyzed. Based on the analysis results of the five different cooling channel path models, the optimal path design could be presented.

Horizontal Integration between Cyber Physical System Based on Industry 4.0 and Manufacture Execution Systems through Middleware Building (인더스트리4.0 기반 사이버물리시스템과 생산관리시스템간의 미들웨어 구축을 통한 수평적 통합)

  • Kim, Dae-Geun;Park, Man-Gon
    • Journal of Korea Multimedia Society
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    • 제17권12호
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    • pp.1484-1493
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    • 2014
  • Recently, Industry 4.0 (next generation industrial revolution) designed by Germany to retain initiative in manufacturing business is actively studied. Goal of Industry 4.0 is 'Smart factory' which manages progress of production, supply logistics and services. To achieve the goal, we can construct value creation and new business model by integrating organically with production management systems which is existing and cyber-physical systems, Internet of Things, Services Internet and sensor, etc. However, if integration with production management systems does not work effectively by adding and developing new technologies, It does not have performance. Hence, in this research, we will analysis Industry 4.0 which is possible for small quantity batch production and one of the light and flexible manufacturing systems, and based on this, we will suggest methodology to horizontally integrate with production management systems.

Study on the Vibration Control Characteristics of ER Actuator for Application in Intelligence Process Control Systems(PLC) (지능형 공정제어 시스템 적용을 위한 ER 작동기의 진동제어 특성에 관한 연구)

  • Jang, Sung-Cheol
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • 제4권1호
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    • pp.49-55
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    • 2005
  • This paper presents experiments on the evaluation of characteristics of ER fluids used for vibration control of application in intelligence type process control systems. Dynamic characteristics of the actuator(beam) embedded with the ER fluid can be controlled by changing the strength of the electric field applied on the ER fluids, thus provides a mean to avoid the resonance. In case electric field is supplied to the smart structure with ER fluids, vibration energy is dissipated more than the beam without electric field, because particles in ER fluid form a chain structure in the presence of electric field. The damping and stiffness of the beam with ER fluid are increased when the applied electric field increases. The characteristics of damping and stiffness of the ER fluid with various electric field strength were investigated by conducting a vibration test of the beam with ER fluid. If it applies characteristics of the ER fluids, it will be able to apply in the PLC control system for the vibration which occurs from process system.

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A Study on Designing Autonomous Parking Assistance using Fuzzy Controller (퍼지제어기를 이용한 자율주차시스템 구현에 관한 연구)

  • Choo, Yeon-Gyu
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • 제12권1호
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    • pp.70-76
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    • 2013
  • Recently, the performance and function of electrical and electronic system in automotive vehicles is developing at a rapid rate with the advancement of IT technologies. Combined together with micro-controller and sensor technologies, the Vehicle Smart System (VSS) being developed to improve driver's convenience and comfort has been employed to a variety of applications. In addition to the convenience system, the Auto-parking Assistance System (AAS) that is now attracting a new attention has been already applied to some vehicles, but it is currently limited to luxury car models only. In this paper, we present a fuzzy controller that enables autonomous parking assistance without the AAS. The controller can perform the assistance with information provided from moving status, current position and steering angle as one is able to park a car based on his/her experience and knowledge for driving and parking. We have evaluated its performance of the proposed controller by simulation and tested the excellence of the controller by building a model vehicle embedded with the micro-controllers.

Under-Thread Sewing Yarn Sensing Monitoring System of Sewing Machine for Smart Manufacturing (스마트 제조를 위한 봉제기의 밑실 센싱 모니터링 시스템)

  • Lee, Dae-Hee;Lee, Jae-Yong
    • The Journal of the Korea institute of electronic communication sciences
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    • 제13권1호
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    • pp.53-60
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    • 2018
  • The ICT concept has been introduced to realize a highly productive smart factory and respond to the demand for small quantity and mass production between textile processes. ICT convergence monitoring system that can produce high productivity textile products by improving product development period, cost, quality and delivery time through ICT based production and optimization of manufacturing process is needed. In this paper, we propose and implement a system design that senses the amount of remaining sewing material using a non-contact sensor that can be mounted on a sewing machine and displays it on a display using IOT-based LATTE-PANDA board.

What makes Korean SMEs adopt Smart Factory initiative? : Empirical evidence from Korean manufacturing SMEs (한국 중소 기업의 스마트 공장 사업 참여 요인에 대한 실증 분석)

  • Lee, Tae-jin;Kim, Young-Jun
    • Proceedings of the Korean Society of Computer Information Conference
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    • 한국컴퓨터정보학회 2017년도 제56차 하계학술대회논문집 25권2호
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    • pp.190-193
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    • 2017
  • 인더스트리 4.0 또는 4차 산업 혁명이 큰 화두이고, 그 중심에 제조업의 스마트 공장으로의 변화는 필수불가결의 현상으로 이해되고 있는 상황이다. 이에 한국 정부에서는 스마트공장 보급 사업을 활발하게 추진하여 한국 내 중소기업을 대상으로 스마트 공장 관련 기술을 확산하고자 노력하고 있다. 하지만, 여전히 많은 기업들은 스마트 공장 구축 사업을 받아들이려는 의지가 부족하고 자발적으로 받아들이지 않고 있어, 정부의 사업 확대에 어려움을 가지고 있다. 따라서 스마트 공장 보급 사업을 확대하고 한국 제조업의 경쟁력을 강화를 도모하는데 있어서 과연 어떤 요인이 중소기업들로 하여금 정부의 스마트 공장 관련 사업에 참여하여 관련 기술을 받아들이고, 기업에 적용하게 되는지 분석은 중요한 의미를 가질 것이다. 본 연구는 지난 2년간 스마트 공장 관련 기술을 도입한 기업을 대상으로 한 실증 연구를 통해서 실증 연구를 통해서 스마트 공장 관련 기술의 수용을 위한 중요한 요인이 무엇인지 검증하고, 향후 스마트 공장 관련 기술의 보급 확산을 위한 정책 결정과 사업 추진에 효율적인 추진 방향을 제시하고자 한다.

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Study on Thermal Analysis for Heating System of Mobile Smart Device Cover Glass Molding Machine (Mobile Smart Device Cover Glass 성형기기의 가열시스템 열해석에 관한 연구)

  • Shin, Hwan June;Lee, Jun Kyoung
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • 제13권4호
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    • pp.50-55
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    • 2014
  • Currently, flat cover glasses are widely applied to mobile devices. However, for a good design and for convenience of use, curved cover glasses are in demand. Thus, many companies are attempting to produce curved cover glasses using a shaving technique, but the production efficiency is very low. Therefore, a molding technique has been adopted to increase the efficiency of curved glass production systems. For a glass molding system, a uniform temperature distribution of the mold is crucial to produce high-quality curved cover glasses. Before setting the heating conditions of the molding system for a uniform temperature distribution by a thermal analysis, verification is required. Therefore, in this study, temperature measurements were conducted for a prototype molding system and the experimental results were compared with simulation computations. The temperatures of the heating block surface were in good agreement with the computational results for transient and steady conditions.

Machine Learning Data Analysis for Tool Wear Prediction in Core Multi Process Machining (코어 다중가공에서 공구마모 예측을 위한 기계학습 데이터 분석)

  • Choi, Sujin;Lee, Dongju;Hwang, Seungkuk
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • 제20권9호
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    • pp.90-96
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    • 2021
  • As real-time data of factories can be collected using various sensors, the adaptation of intelligent unmanned processing systems is spreading via the establishment of smart factories. In intelligent unmanned processing systems, data are collected in real time using sensors. The equipment is controlled by predicting future situations using the collected data. Particularly, a technology for the prediction of tool wear and for determining the exact timing of tool replacement is needed to prevent defected or unprocessed products due to tool breakage or tool wear. Directly measuring the tool wear in real time is difficult during the cutting process in milling. Therefore, tool wear should be predicted indirectly by analyzing the cutting load of the main spindle, current, vibration, noise, etc. In this study, data from the current and acceleration sensors; displacement data along the X, Y, and Z axes; tool wear value, and shape change data observed using Newroview were collected from the high-speed, two-edge, flat-end mill machining process of SKD11 steel. The support vector machine technique (machine learning technique) was applied to predict the amount of tool wear using the aforementioned data. Additionally, the prediction accuracies of all kernels were compared.

A Study on Obstacle Avoidance and Autonomous Travelling of Mobile Robot in Manufacturing Precess for Smart Factory (스마트 팩토리를 위한 제조공정내에서 모바일 로봇의 장애물 회피 및 자율주행에 관한 연구)

  • Kim, D.B.;Kim, H.J.;Moon, J.C.;Bae, H.Y;Han, S.H.
    • Journal of the Korean Society of Industry Convergence
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    • 제21권6호
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    • pp.379-388
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    • 2018
  • In this study, we propose a new approach to impliment autonomous travelling of mobile robot based on obstacle avoidance and voice command. Obstacle Avoidance technology of mobile robpot. It has been used in wide range of different robotics areas to minimize the risk of collisions. Obstacle avoidance of mobile robots are mostly applied in transportation systems such as aircraft traffic control, autonomous cars etc. Collision avoidance is a important requirement in mobile robot systems where they all featured some kind of obstacle detection techniques in order to avoid colliding. In this paper it was illustrated the reliability of voice command and obstacle avoidance for autonomous travelling of mobile robot with two wheels as the purpose of application to the manufacturing process by simulation and experiments.