• Title/Summary/Keyword: Computer-guided system

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Reinforcement Learning based AGV Scheduling (강화학습 기반의 AGV 스케줄링)

  • Lee, Se-Hoon;Kim, Jea-Seung;Yeom, Dae-Hoon;Mun, Hwan-Bok;Lee, Chang-Ho
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2018.07a
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    • pp.23-24
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    • 2018
  • 스마트 팩토리의 핵심 요소 중 하나인 AGV를 운용하기 위해서 스케줄링은 간과할 수 없는 문제이다. 기존의 정적인 휴리스틱 방식은 실시간으로 운용되는 스마트 팩토리에 다소 부적합한 면이 있다. 본 논문에서는 이러한 스케줄링에 관한 문제를 해결하고자 SLAM 기반의 자율주행 AGV를 운용 할 수 있는 3D 가상 환경을 설계하고 해당 환경에서 강화학습을 기반으로 한 스케줄링을 구현해 실시간으로 변화하는 공장에 적합한 동적인 스케줄링을 설계하였다.

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PC Based Distributed Control System of AGV with Multi-Thread Method (다중 쓰레드 기법을 미용한 AGV의 PC기반 분산제어 시스템)

  • Jun, Sung-Jae;Cho, Yon-Sang;Park, Heung-Sik
    • Journal of the Korean Society for Precision Engineering
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    • v.22 no.9 s.174
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    • pp.107-114
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    • 2005
  • With the recent progress in flexible manufacturing systems (FMS) in industry, increasing attention has been given to Automatic Guided Vehicle (AGV) systems. An AGV is a self-powered unit for transporting materials between stations without needing to be controlled by an operator. Such a system has several sensors to recognize the external state, and it is designed to travel between stations automatically without external assistance. To manage each device automatically in real time it requires a distributed controller with a main computer as the host, as well as a number of micro-controllers. In this study, an AGV system with dual motor drive was constructed. A Pentium 4 personal computer was set up as the main host for the distributed control, and this communicated with other micro-controllers in the management of the motor. The speed of each motor was also controlled by a micro-controller.

Imprementation of Real Time HILS System for Ground Test of Underwater Vehicle (수중 운동체의 육상 모의시험을 위한 실시간 HILS 시스템 구현)

  • Park, Yeong-Il;Choi, Young-Chul;Cho, Kyu-Kab;Lee, Man-Hyung
    • Journal of Korean Institute of Industrial Engineers
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    • v.25 no.2
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    • pp.282-289
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    • 1999
  • To minimize a real world test of underwater guided vehicle, it is necessary to perform a test on ground by using closed loop test techniques. This paper describes implementation of HILS(Hardware In the Loop Simulation) system for ground test and test methodologies for performance evaluation of a guided weapon. HILS system uses a real time distributed computer and a real time processing technique. Ground test results of underwater vehicle are presented for moving and stationary targets by using HILS system.

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A Study on the Navigation Control of Automated Guided Vehicle using Color Line Search (Color Line 탐색을 이용한 AGV의 주행제어에 관한 연구)

  • 박영만;박경우;안동순
    • Journal of the Korea Society of Computer and Information
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    • v.8 no.1
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    • pp.13-19
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    • 2003
  • There are active researches on automated guided vehicles(AGV) generally used in flexible manufacturing system(FMS) or automated warehouse systems(AWS). Because existing AGV uses magnetic tapes, electric wire, RF or laser as guidelines, its installation and modification require a lot of money and time. The present study implemented AGV that detects paths marked with 50mm Yellow tape using a mono-color CCD camera. Because it uses color tape, it is easy and inexpensive to install and change lines. This study presented the structure of the developed AGV, the image Processing technique for detecting guidelines by ing the characteristics of color, and the result of operating AGV.

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Self-Organizing Fuzzy Controller Using Command Fusion Method and Genetic Algorithm

  • Na, Young-Nam;Choi, Wan-Gyu;Lee, Sung-Joo
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.2 no.3
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    • pp.242-247
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    • 2002
  • According to increase of the factory-automation(FA) in the field of production, the importance of the autonomous guided vehicle's(AGV) role has also increased. This paper is about an active and effective controller which can flexibly prepare for changeable circumstances. For this study, research about an behavior-based system evolving by itself is also being considered. In this Paper, we constructed an active and effective AGV fuzzy controller to be able to carry out self-organization. To construct it, we tuned suboptimally membership function using a genetic algorithm(GA) and improved the control efficiency by self-correction and the generation of control rules.

Design of PCI Express Endpoint Core Verification Model Using SystemC (SystemC를 이용한 PCI Express 종단장치 코어의 검증 모델 설계)

  • Kim, Sun-Wook;Kim, Young-Woo;Park, Kyoung
    • Proceedings of the IEEK Conference
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    • 2003.11b
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    • pp.167-170
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    • 2003
  • In this paper, a design and experiment of PCI Express Core verification Model is described. The model targeting Endpoint core verification is designed by using newly-emerging SystemC which is a system design language based on a new C++ class library and simulation engine. In the verification model, we developed a SystemC Host System model which act as a Root Complex and Device Driver dedicated to the PCI Express Endpoint RTL Core. The test of Host System Model is guided by scenarios which implements and acts point of Device Driver and Root Complex and shows the result of simulation. Also, We present the full structure of verification model and Host model.

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Common-path Optical Coherence Tomography for Biomedical Imaging and Sensing

  • Kang, Jin-U.;Han, Jae-Ho;Liu, Xuan;Zhang, Kang
    • Journal of the Optical Society of Korea
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    • v.14 no.1
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    • pp.1-13
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    • 2010
  • This paper describes a development of a fiber optic common-path optical coherence tomography (OCT) based imaging and guided system that possess ability to reliably identify optically transparent targets that are on the micron scale; ability to maintain a precise and safe position from the target; ability to provide spectroscopic imaging; ability to imaging biological target in 3-D. The system is based on a high resolution fiber optic Common-Path OCT (CP-OCT) that can be integrated into various mini-probes and tools. The system is capable of obtaining >70K A-scan per second with a resolution better than $3\;{\mu}m$. We have demonstrated that the system is capable of one-dimensional real-time depth tracking, tool motion limiting and motion compensation, oxygen-saturation level imaging, and high resolution 3-D images for various biomedical applications.

Full-mouth rehabilitation of a patient with loss of posterior support and collapsed occlusion utilizing dental CAD-CAM system (구치부 지지 소실 및 무너진 교합관계를 보이는 환자에서 Dental CAD-CAM system을 활용한 완전 구강 회복 증례)

  • Jung, Jiwon;Heo, Seong-Joo;Kim, Seong-Kyun;Koak, Jai-Young
    • The Journal of Korean Academy of Prosthodontics
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    • v.60 no.1
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    • pp.44-54
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    • 2022
  • Without proper treatment on the multiple tooth missing area, the lack of posterior support and the supra-eruption of the teeth cause many severe complications of occlusion, vertical dimension and masticatory function. This report is a case of full-mouth rehabilitation of a patient with loss of posterior support and collapsed occlusion due to missing teeth area left untreated for a long time. The patient who is 68-year old male patient had some teeth fallen out while removing his old maxillary denture and was complaining about pain in the region of anterior teeth due to traumatic contact. The vertical dimension was corrected by 4 mm from the top cervical point of the canine through various evaluations and the edentulous area was treated with the implant fixed prostheses through computer guided implant surgery based on the diagnosis and treatment plan for definitive prostheses supported by computed tomography (CT) data analysis and CAD-CAM (Computer-aided design/computer-aided manufacturing) technique. After full mouth rehabilitation, the patient was very satisfied with remarkable improvements in mastication, function, and aesthetics.

Development of 64 Channel Cardiac Mapping System Using Microcomputer (마이크로컴퓨터를 이용한 64채널 심장전기도시스템개발)

  • 정성헌;김원기
    • Journal of Biomedical Engineering Research
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    • v.12 no.4
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    • pp.303-308
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    • 1991
  • Computer assisted cardiac mapping system has made it possible to display local activation times of the heart using a simultaneous multi-point data aquisition system, and opened an era in electrophyslology guided cardiac arrhythmia surgery especially in ventricular tachycardia. In this study, we have developed a 64 channel computerized cardiacmapping system us:ng a micro-computer for basic reasearch of electrophysiology and electrical propagation in cardiac arrhythmias. The significant tasks of this study were the simultaneous acquisition of large amount of data from 64 sites, accurate and rapid analysis, and the effective display of the analyzed data. To solve these problems, we made a 64 channel signal pre-processing board in order to amplify and fitter the raw signals. And we developed the soflu'are Yor cardiac isochronous mapping whictl is presented immediately ama computer-generated graphics. This system is expected 4o enable us to study pathophyslology of cardiac arrhythmia and to improve the results of diagnosis and surgical treatments for cardiac arrhythmia.

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UCT/AGV Design and Implementation using steering function in automizing port system (조향 함수를 고려한 UCT/AGV 설계 및 구현)

  • 윤경식;이동훈;강진구;이권순;이장명
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2000.04a
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    • pp.47-56
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    • 2000
  • In this study, as the preliminary step for developing an unmanned vehicle to deliver a container-box, we designed and implemented Automatic Guided Vehicle(AGV) Simulator for the purpose of Port Facilities Automation. It is preferable to research the intelligent AGV for delivery all day long. For complementing AGV simulator driving, we used multiple-sensor systems with vision, ultrasonic, IR and adapted the high-speed wireless LAN that satisfies the IEEE 802.11 Standard for bi-directional communication between main processor in AGV and Host computer. Here, we mounted on bottom frame in AGV Pentium-III processor, which combine and compute the information from each sensor system and control the AGV driving, and used the 80C196KC micro-controller to control the actuating and steering motors.

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