• Title/Summary/Keyword: Automation & Robot technology

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Formation Control of Mobile Robots using PID Controller with Neural Networks (신경회로망 PID 제어기를 이용한 이동로봇의 군집제어)

  • Kim, Yong-Baek;Park, Jin-Hyun;Choi, Young-Kiu
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.8
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    • pp.1811-1817
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    • 2014
  • In this paper, a PID controller with interpolated gains by use of neural networks is proposed for the formation control problem that following robots track a leading robot with constant distances and angles when there are changes in the mass of the following robot. The whole control system is composed of a kinematic controller and a dynamic controller considering the robot dynamics. The dynamic controller is the PID controller with varying gains, and the proper gains are obtained for some representative masses of the follower robot by the genetic algorithm. Neural networks is trained using the genetic algorithm with the gain data obtained in the previous step. The trained neural network determines optimal PID gains for a random mass of following robot. Simulation studies show that for arbitrary masses of the tracking robot, the PID controller with interpolated gains by the trained neural network has better tracking performance than that of the PID controller with fixed gains.

A Study on the Localization using Passive RFID and Sonar for Mobile Robot In Indoor environment (실내 환경에서 RFID와 초음파를 이용한 이동로봇의 위치 추정에 관한 연구)

  • Jung, Ki-Ho;Jang, Chul-Woong;Kang, Shin-Hyuk;Lee, Dong-Kwang;Yeon, Mun-Jin;Jang, Mun-Suck;Kong, Jung-Shik;Kwon, Oh-Sang;Lee, Eung-Hyeok
    • Proceedings of the KIEE Conference
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    • 2007.10a
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    • pp.331-332
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    • 2007
  • In this paper we analyze whether recent Radio Frequence Identification technology can be used to improve the localization of mobile robot in their environment. This system make use of power control because Tag with Reader distance measurement. We are accurately the low at former time than the environment. A distance measurement is rather correct. This system used 900MHz Frequencies.

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Application of Multiple Fuzzy-Neuro Controllers of an Exoskeletal Robot for Human Elbow Motion Support

  • Kiguchi, Kazuo;Kariya, Shingo;Wantanabe, Keigo;Fukude, Toshio
    • Transactions on Control, Automation and Systems Engineering
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    • v.4 no.1
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    • pp.49-55
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    • 2002
  • A decrease in the birthrate and aging are progressing in Japan and several countries. In that society, it is important that physically weak persons such as elderly persons are able to take care of themselves. We have been developing exoskeletal robots for human (especially for physically weak persons) motion support. In this study, the controller controls the angular position and impedance of the exoskeltal robot system using multiple fuzzy-neuro controllers based on biological signals that reflect the human subject's intention. Skin surface electromyogram (EMG) signals and the generated wrist force by the human subject during the elbow motion have been used as input information of the controller. Since the activation level of working muscles tends to vary in accordance with the flexion angle of elbow, multiple fuzzy-neuro controllers are applied in the proposed method. The multiple fuzzy-neuro controllers are moderately switched in accordance with the elbow flexion angle. Because of the adaptation ability of the fuzzy-neuro controllers, the exoskeletal robot is flexible enough to deal with biological signal such as EMG. The experimental results show the effectiveness of the proposed controller.

A Study on the Suitability Analysis of Welding Robot System for Replacement of Manual Welding in Ship Manufacturing Process (선박 제조 공정 분야에서 수용접 대체를 위한 용접 로봇 시스템 도입의 적합성 분석 연구)

  • Kwon, Yong-Seop;Park, Chang-Hyung;Park, Sang-Hyun;Lee, Jeong-Jae;Lee, Jae-Youl
    • Journal of the Korean Society of Industry Convergence
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    • v.25 no.5
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    • pp.799-810
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    • 2022
  • Welding work is a production work method widely used throughout the industry, and various types of welding technologies exist. In addition, many methods are being studied to automate these welding operations using robots, but in the ship manufacturing field, welding such as painting, cutting, and grinding is also the most common operation, but the manual operation ratio is higher than in other industries. Such a high manual labor ratio in the field of ship manufacturing not only causes quality problems and production delays according to the skill of workers, but also causes problems in the supply and demand of manpower. Therefore, this paper analyzed the reason why the automation rate is low in welding work at ship manufacturing sites compared to other industries, and analyzed the production process and field environment for small and medium-sized ship manufacturing companies that repeatedly manufactured with a small quantity production method. Based on the analysis results, it is intended to propose a robot system that can easily move between workplaces and secure uniform welding quality and productivity by collaborating simple welding tasks with humans. Finally, the simulation environment is constructed and analyzed to secure the suitability of robot system application to current production site environment, work process, and productivity, rather than to develop and apply the proposed robot system. Through such pre-simulation and robot system suitability analysis, it is expected to reduce trial and error that may occur in actual field installation and operation, and to improve the possibility of robot application and positive perception of robot system at ship manufacturing sites.

Development of Intelligent Excavating System - Introduction of research progress - (지능형 굴삭시스템 개발 - 2차 년도 연구내용 -)

  • Seo, Jong-Won;Kim, Young-Wook;Jang, Dal-Sik;Lee, Seung-Soo
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • 2008.11a
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    • pp.184-192
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    • 2008
  • Recently, one of the solutions for the problems of construction industry such as low productivity, lack of experts, insufficiency of manpower, high percentage of calamity and so forth, construction automation which let underdeveloped construction production system be a ultramodern technology is under research. Internal study of construction automation has been initiated since 1980s focusing on robotics and semi-automation for reduction of labor. Therefore development of construction robots is being concentrated with the high development of information technology and Intelligent Excavating System(IES) project had been launched by ministry of land, transportation, and maritime affairs as one way of construction technology revolution business. This study introduces the final goal and the research progress until second year of IES.

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The Study of Methods for Improve the Linearity of the Walking Assistant Robot to Move on Lateral Slopes (횡단경사면에서 지능형 보행보조로봇의 직진성 향상 방안 연구)

  • Lee, Won-Young;Eom, Su-Hong;Jang, Mun-Suck;Kwon, O-Sang;Lee, Eung-Hyuk
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.1
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    • pp.261-268
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    • 2013
  • In this paper, we propose the algorithm that improves the linearity of the walking assistant robot on lateral slopes. The walking assistant robot goes out of the course due to the rotational moment which is caused by the weight of the robot and the slope. To compensate this, we give the weight to each driving axle after comparing the real rotational angular velocity with the target rotational angular velocity which is entered by an user. The results of applying the algorithm to the real walking assistant robot show that the yaw axis deviation of the robot without the algorithm diverges, but the yaw axis deviation of the robot with the algorithm lies within 20cm, which can be recognized as stable. In addition, the changing rate of the course deviation is stabilized and shows no more course deviation, after moving 300cm.

Task oriented optimal trajectory control of robot-posioner system (작업에 따른 로보트-포지셔너 시스템의 최적 경로제어)

  • 전의식;오재응
    • 제어로봇시스템학회:학술대회논문집
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    • 1991.10a
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    • pp.1057-1062
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    • 1991
  • Recently, due to the development of new technology and products, FA has been accelerating for obtaining high-quality and saving of resources and power. Introduction of automation to the field which has bad working condition is needed and welding is one of these field. In this study, solving algorithm for down hand control which requires in the automatic are welding system is proposed. For the verification of the algorithm, numerical examples are shown and visualization is carried out using developed graphic tools.

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Machine Tool Technology;The Present and the Future(19) (공작기계 기술의 현재와 미래(19))

  • 강철희
    • Journal of the Korean Society for Precision Engineering
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    • v.13 no.10
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    • pp.13-29
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    • 1996
  • 생산분야에 있어서의 기술혁신은 1980년대에 들어 급속적으로 확대되었으며 NC 공작기계와 Robot등의 기기와 Software 그리고 더 나아가서 통신 System과 연결되어 더욱 종합적인 고도의 생산 시스템이 개발, 구축 되어가고 있다. CIM(Computer integrated manufacturing)은 상기한 여거 시스템의 구성요소를 최대한으로 통합 화시킨 것이다. 다시 말하면, 기계 가공 중심의 Image를 가지고 있는 FMS와 가공, 조립의 종합적인 자동화를 추구하는 PA(Process Automation-처리과정의 자동화)와 제조에 관련된 OA(Office Automation)를 포함하게 된 것을 CIM이라고 생각하게 된 것이다. Computer에 의한 계측설계와 생산기술 그리고 더 나아가서 생산관리를 종합적으로 한 것이다. 그러한 의미로 볼 때, CIM은 가장 넓은 영역을 포함하는 생산개념이라고 말할 수 있다.

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Visual Sensor Design and Environment Modeling for Autonomous Mobile Welding Robots (자율 주행 용접 로봇을 위한 시각 센서 개발과 환경 모델링)

  • Kim, Min-Yeong;Jo, Hyeong-Seok;Kim, Jae-Hun
    • Journal of Institute of Control, Robotics and Systems
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    • v.8 no.9
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    • pp.776-787
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    • 2002
  • Automation of welding process in shipyards is ultimately necessary, since the welding site is spatially enclosed by floors and girders, and therefore welding operators are exposed to hostile working conditions. To solve this problem, a welding mobile robot that can navigate autonomously within the enclosure has been developed. To achieve the welding task in the closed space, the robotic welding system needs a sensor system for the working environment recognition and the weld seam tracking, and a specially designed environment recognition strategy. In this paper, a three-dimensional laser vision system is developed based on the optical triangulation technology in order to provide robots with 3D work environmental map. Using this sensor system, a spatial filter based on neural network technology is designed for extracting the center of laser stripe, and evaluated in various situations. An environment modeling algorithm structure is proposed and tested, which is composed of the laser scanning module for 3D voxel modeling and the plane reconstruction module for mobile robot localization. Finally, an environmental recognition strategy for welding mobile robot is developed in order to recognize the work environments efficiently. The design of the sensor system, the algorithm for sensing the partially structured environment with plane segments, and the recognition strategy and tactics for sensing the work environment are described and discussed with a series of experiments in detail.

Development of an Automated Layout Robot for Building Structures (건축물 골조공사 먹매김 시공자동화 로봇 프로토타입 개발)

  • Park, Gyuseon;Kim, Taehoon;Lim, Hyunsu;Oh, Jhonghyun;Cho, Kyuman
    • Journal of the Korea Institute of Building Construction
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    • v.22 no.6
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    • pp.689-700
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    • 2022
  • Layout work for building structures requires high precision to construct structural elements in the correct location. However, the accuracy and precision of the layout position are affected by the worker's skill, and productivity can be reduced when there is information loss and error. To solve this problem, it is necessary to automate the overall layout operation and introduce information technology, and layout process automation using construction robots can be an effective means of doing this. This study develops a prototype of an automated layout robot for building structures and evaluates its basic performance. The developed robot is largely composed of driving, marking, sensing, and control units, and is designed to enable various driving methods, and movement and rotation of the marking unit in consideration of the environment on structural work. The driving and marking performance experiments showed satisfactory performance in terms of driving distance error and marking quality, while the need for improvement in terms of some driving methods and marking precision was confirmed. Based on the results of this study, we intend to continuously improve the robot's performance and establish an automation system for overall layout work process.