• 제목/요약/키워드: Ball-screw System

검색결과 127건 처리시간 0.029초

전이 학습을 이용한 선형 이송 로봇의 정렬 이상진단 시스템 (A Diagnosis system of misalignments of linear motion robots using transfer learning)

  • 홍수빈;이영대;박아름;문찬우
    • 문화기술의 융합
    • /
    • 제10권3호
    • /
    • pp.801-807
    • /
    • 2024
  • 선형 로봇은 자동화 시스템에서 부품의 이송이나 위치 결정에 널리 사용되며 보통 높은 정밀도가 요구된다. 선형 로봇을 응용한 시스템의 제작회사에서는 로봇의 이상 유무를 작업자가 판단하는데, 작업자의 숙련도에 따라 이상 상태를 판단하는 정확도가 달라진다. 최근에는 인공지능 등의 기술을 사용하여 로봇 스스로 이상을 검출하는 방법에 관한 연구가 진행되고 있다. 본 논문에서는 전이 학습을 이용하여 선형 로봇의 볼 스크류 정렬 이상과 선형 레일 정렬 이상을 검출하는 시스템을 제안하고 가속도 센서와 토크 센서 정보를 이용한 별개의 실험을 통해 제안한 시스템의 이상 검출 성능을 검증 및 비교한다. 센서로부터 얻어진 신호를 스펙트로그램 이미지로 변환한 후, 영상 인식 인공지능 분류기를 사용하여 이상의 종류를 진단하였다. 제안한 방법은 선형 로봇뿐만 아니라 일반적인 산업용 로봇에도 적용할 수 있을 것으로 기대한다.

적합부 특성을 고려한 볼 접합 단층 래터스 돔의 탄소성 좌굴해석 (The Elasto-Plastic Buckling Analysis of Ball-Jointed Single Layer Latticed Domes considering the Characteristics of a Connector)

  • 한상을;권현재;김종범
    • 한국공간구조학회논문집
    • /
    • 제3권2호
    • /
    • pp.91-99
    • /
    • 2003
  • The purpose of this study is to analyze the characteristics of the connector having an influence on the elasto-plastic buckling load of ball-jointed single layer latticed domes. As an analytic model, domes are composed of tubular member elements, balls and connectors. The joint system of members in single layer latticed domes has influence on the buckling load. Therefore, in this paper, the variation of the elasto-plastic buckling load by effects of the connectors characteristics is analyzed. The structural behavior of the connector is investigated by following points: (1) the length of rigid zone, (2) looseness of screw and (3) the diameter of connector. In addition, the elasto-plastic buckling analysis is carried out through the variation of the connectors section of yielding part, and then the buckling mode of the dome is examined. As a result, it is emphasized that the characteristics of the connector have significant effects on the buckling load of latticed domes.

  • PDF

볼스크류의 축-비틀림 복합강성을 고려한 이송계 모델링 (Modeling of Feed Drive System Considering Combined Stiffness with Longitudinal And Twist Direction)

  • 이찬홍;박천홍;노승국;이후상
    • 한국정밀공학회:학술대회논문집
    • /
    • 한국정밀공학회 2002년도 춘계학술대회 논문집
    • /
    • pp.387-390
    • /
    • 2002
  • In machine tools, the stiffness of feed drive system is very important for high speed and accurate operation. The ball screw driven feed system has small friction, so the longitudinal and twist stiffness are connected directly and affected by each other. As the longitudinal and twist stiffness are participated in total stiffness of feeding system by about ratio of 4:1, the combined stiffness is necessary to compute when stiffness of feed system is estimated. In this paper, calculation of this combined stiffness is derived and applied for an actual ballscrew fled drive system. The static stiffness and 1 st natural frequency of the feed system is measured, and it is proved the difference between estimation and experiment result is less than 6%.

  • PDF

고속이송계의 열변형오차 자동보정에 관한 연구 (A Study on Automatic Compensation of Thermal Deformation Error for High Speed Feeding System)

  • 고해주;정윤교
    • 한국기계가공학회지
    • /
    • 제6권4호
    • /
    • pp.57-64
    • /
    • 2007
  • In the recent years, development of machine tool with high speed feeding system have brought a rapid increase in productivity. Practically, thermal deformation problem due to high speed is, however, become a large obstacle to realize high precision machining. In this study, therefore, the construction of automatic error compensation system to control thermal deformation in high speed feeding system with real time is proposed. To attain this purpose, high speed feeding system with feeding speed 60mm/min is developed and experimental equation for relationship between thermal deformation and temperature of ball screw shaft using multiple regression analysis is established. Furthermore, in order to analyze thermal deformation error, compensation coefficient is determined and thermal deformation experiments is carried out. From obtained results, it is confirmed that automatic error compensation system constructed in this study is able to control thermal deformation error within $15{\sim}20{\mu}m$.

  • PDF

데이터베이스를 이용한 서보제어방식의 절곡기 개발에 관한 연구 (A Study on Development of Press Brake by Data-based Servo Control System)

  • 김경석;강기수;송충현;김성식
    • 한국공작기계학회:학술대회논문집
    • /
    • 한국공작기계학회 2002년도 춘계학술대회 논문집
    • /
    • pp.416-421
    • /
    • 2002
  • The purpose of t his paper is to database each factors from experimental results and develop the servo-controlled feeding system on these database. At first, spring back and bending farce are analyzed by basic theory of bending processing. In database, through practical experiment by the expert various types of bending angel and thickness of plate are tested and classified with SB34P and Aluminum. For the development of servo-controlled feeding system, automatic feeding system is designed and manufactured with ball screw and LM guide and performance of the developed feeding system is tested under condition of standard machine tool examination. Also, Mechanical consideration of mainframe in press brake, development of controller based on NC, program for servo-control are studied. Finally, based on experimental data, the system is operated and compared with theoretical data

  • PDF

인간과의 안전한 상호 작용을 고려한 휴머노이드 조인트 모듈 개발 (Development of Humanoid Joint Module for Safe Human-Robot Interaction)

  • 오연택
    • 로봇학회논문지
    • /
    • 제9권4호
    • /
    • pp.264-271
    • /
    • 2014
  • In this study, we have developed the humanoid joint modules which provide a variety of service while living with people in the future home life. The most important requirement is ensuring the safety for humans of the robot system for collaboration with people and providing physical service in dynamic changing environment. Therefore we should construct the mechanism and control system that each joint of the robot should response sensitively and rapidly to fulfill that. In this study, we have analyzed the characteristic of the joint which based on the target constituting the humanoid motion, developed the optimal actuator system which can be controlled based on each joint characteristic, and developed the control system which can control an multi-joint system at a high speed. In particular, in the design of the joint, we have defined back-drivability at the safety perspective and developed an actuator unit to maximize. Therefore we establish a foundation element technology for future commercialization of intelligent service robots.

산업용 PCB 부품삽입 자동화 시스템 개발 (Development of Automation System for Component Inserting of Industrial PCB)

  • 정구영;윤명종;박창석;유기호
    • 제어로봇시스템학회논문지
    • /
    • 제11권11호
    • /
    • pp.950-955
    • /
    • 2005
  • A automatic component inserting system for industrial PCB is developed in this paper. This system has not been developed in Korea. Most domestic companies produce PCB manually. This process requires highly-skilled staff. Therefor, we developed a PCB inserting system for automation of the process and improved productivity. There are low parts in this system; press, table, tool change and control part. A hybrid press cylinder with pneumatic and hydraulic is used in the press part. The table part consists of pneumatic actuators, stepping motors and ball-screw mechanism. In the tool change part, upper tools can be exchanged automatically for the inserting of various components. The control part consists of motor drivers, PLCs and power supply.

NC 선반에서 동시 3축을 이용한 구면 렌즈 가공 연구 (A Study on the Spherical Lens Manufacturing by Simultaneous 3-Axis for NC Lathe)

  • 이민기;이응석;안동율
    • 대한기계학회:학술대회논문집
    • /
    • 대한기계학회 2004년도 추계학술대회
    • /
    • pp.956-961
    • /
    • 2004
  • This paper proposes a study on the spherical lens manufacturing by simultaneous 3 axis for NC lathe. We use friction drive system for moving system in experimental diamond turing machine. The diamond turning machine use manufacturing for high quality lens, mirror and many optics products. Especially, the high tech industry require a lot of lens. For example, optical engineering. medical science, space engineering and material engineering etc. The friction drive system is very simple and quiet, compared to ball screw system. We find a problem at the simultaneous 3 axis and suggest a solution. Also, when we manufactured a micro lens. find a problem and solution.

  • PDF

이중서보제어루프를 통한 서보모터-압전구동기의 초정밀위치결정 시스템 (Ultra precision positioning system for Servo Motor-Piezo actualtor using dual servo loop)

  • 이동성;박종호;박희재
    • 한국정밀공학회:학술대회논문집
    • /
    • 한국정밀공학회 1995년도 추계학술대회 논문집
    • /
    • pp.437-441
    • /
    • 1995
  • In this paper, the ultra precision positioning system for servo motor and piezo actuator using dual servo loop control has been developed. For positioning system having long distance with ultra precision, the combination of global stage and micro stage is required. Servo moter and ball screw are used as a master stage and piezo acuator as a fine stage. By using this system, an positional precision witin .+-. 30nm has been achieved at dual servo loop control. When using micro stage, an positional precision within .+-. 10nm has been achieved. This result can be applied to develop semiconductor equipment such as wafer stepper.

  • PDF

Precise contact force control of a flip chip mounting head system

  • Shim, Jaehong;Cho, Youngim;Oh, Yeontaek
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 2002년도 ICCAS
    • /
    • pp.109.1-109
    • /
    • 2002
  • This paper presents a macro/micro flip chip mounting head system for precise force control. In the proposed macro/ micro system, the macro actuator is conventional do servomotor with a ball screw mechanism and the micro actuator is a voice coil motor(VCM) that consists of four NdFeB magnets and a winded moving coil. For force control, a sensitive strain-gauge force sensor is mounted in the micro actuator. Through harmonic motion between macro and micro actuator, we would like to get precise contact force control when small sized flip chip is mounted on flexible substrate in high speed. In order to show the effectiveness of the proposed macro/micro flip chip mounting head system, we com...

  • PDF