• Title/Summary/Keyword: Direct drive robot

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A Study on the Force Control of a Robot Manipulator Using Neural Networks (신경회로망을 이용한 로봇 매니퓰레이터의 힘 제어에 관한 연구)

  • 황용연
    • Journal of Advanced Marine Engineering and Technology
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    • v.21 no.4
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    • pp.404-413
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    • 1997
  • Direct-drive robots are suitable to position and force control with high accuracy, but it is difficult to design a controller which gives satisfactory perfonnance because of the system's nonlinearity and link-interactions. This paper is concerned with the force control of direct-drive robots. The pro¬posed algorithm consists of feedback controllers and a neural network. Mter the completion of learning, the outputs of feedback controllers are nearly equal to zero, and the neural network con¬troller plays an important role in the control system. Therefore, the optimum adjustment of parameters of feedback controllers is unnecessary. In other words, the proposed algorithm does not need any knowledge of the controlled system in advance. The effectiveness of the proposed algo¬rithm is demonstrated by the experiment on the force control of a parallelogram link-type direct¬drive robot.

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Adaptive robust control for a direct drive SCARA robot manipulator (직접구동 SCARA 로봇 머니퓰레이터에 대한 적응견실제어)

  • Lee, Ji-Hyung;Kang, Chul-Goo
    • Journal of the Korean Society for Precision Engineering
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    • v.12 no.8
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    • pp.140-146
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    • 1995
  • In case the uncertainty existing in a system is assumed to satisfy the matching condition and to be come-bounded. Y. H. Chen proposed an adaptive robust control algorithm which introduced adaptive sheme for a design parameter into robust deterministic controls. In this paper, the adaptive robust control algorithm is applied to the position tracking control of direct drive robots, and simulation and experimental studies are conducted to evaluate control performance.

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Robust Trajectory Control of Direct Drive Manipulator based on combining H$\infty$ Controller and Computed Torque Method (구동력 계산법 및 H$\infty$제어를 병용한 직접구동방식 머니퓰레이터의 퀘적제어)

  • Kim, C.K.;Kang, B.S.;Kwak, Y.K.
    • Journal of the Korean Society for Precision Engineering
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    • v.13 no.10
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    • pp.123-129
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    • 1996
  • Computed torque method has been used for precise trajectory control of the robotic system that involves nonlinear dynamics. It is hard to know exact values of robot system parameters, and the robot arm receives umpredictable interference from the working environment. These disturbances, especially in a direct drive robot, are directly transmitted to actuating motor without reduction. Modelling error and distrubance can cause significant errors in a trajectory tracking problem. In this paper, we propose a new controller that $H_{\infty}$controller is conbined to robot system linearized by computed torque. Simula- tions are made for comparing the performance of the proposed controller with that of a nonlinear $H_{\infty}$ controller proposed by Chen and also computed torque method.hod.

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FUZZY SOGIC CONTROL FO DIRECT DRIVE ROBOT MANIPULATORS

  • Kang, Chul-Goo;Kwak, Hee-Sung
    • 제어로봇시스템학회:학술대회논문집
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    • 1994.10a
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    • pp.428-433
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    • 1994
  • This investigates the feasibility of applying fuzzy ogic controllers to the motion tracking control of a direct drive robot manipulator to deal with highly nonlinear and time-varying dynamics associated with robot motion. A fuzzy logic controller with narrow shape of membership functions near zero and wide shape far away zero is analyzed. Simulation and experimental studies have been conducted for a 2 degree of freedom direct drive SCARA robot to evaluate control performances, Fuzzy logic controllers have shown control performances that are often better, or at least, as good as those of conventional PID controllers. Furthermore, the control performance of fuzzy logic controllers can be improved by selecting membership functions of narrow shapes near zero and wide shapes far away zero.

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Experimental Evaluation of Feedforward Control Based on the Dynamic Models of A Direct Drive SCARA Robot (직접구동 평면 다관절 로봇의 동역학적 모델에 따른 피드포워드 제어의 실험적 평가)

  • Hong, Yun-Sik;Kang, Bong-Su;Kim, Su-Hyeon;Park, Gi-Hwan;Kwak, Yun-Geun
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.20 no.1
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    • pp.146-153
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    • 1996
  • A SCARA type direct drive robot which can be used in the assembly operation was designed and manufactured. Graphite fiber epoxy composite material was used in the fabrication of the robot arm structure in order to improve the speed of the robot arm with a high damping effect. For model-based control and sensitivity analysis of system parameters, the dynamic model of robot arm and drive servo amplifier parameters such as equivalent gains of PWM driver and velocity gains of servo system were estimated from frequency response tests. The complete dynamic model for overall robot system was used in the simulation of the open-loop control. The simulation results agreed reasonably well to the experimental results. The feedforward control using the dynamic models improved the trajectory tracking performance, decreasing the tracking error by factor of three compared with PID control. This study found that the inverse dynamic model of the robot arm including the drive servo system showed better performances than the case of arm dynamic model only.

Dynamic decoupling and load desensitization of direct-drive robots by current feedback

  • Kim, Young-Tark;Asada, Haruhiko
    • 제어로봇시스템학회:학술대회논문집
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    • 1988.10b
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    • pp.1014-1017
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    • 1988
  • Direct-drive robots have excellent features including no backlash, small friction, and high mechanical stiffness. However, dynamic coupling among joints as well as nonlinear effects become more prominent than traditional robots with reducers. Another critical issue is that the robot becomes more sensitive to the change of load. In this paper, we develop a simple current feedback scheme for reducing the influence of dynamic coupling and load sensitivity on the direct-drive robots. The method is implemented on a 2 d.o.f. planar direct-drive robot. Then the validity of the method is demonstrated through experiments.

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Time Delay Controller Design for the High Speed Precision Servo-Control of the Direct Drive Multi-axis Manipulator (고속정밀 서보제어를 위한 직구동 다관절 메니플레이터의 시간제어기 설계)

  • 이태경;김학성;정상철;최용제;안태영
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1996.11a
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    • pp.1004-1011
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    • 1996
  • This paper covers the technology developmental stage work for the automatic ammunition loading system mainly focusing on the controller design of the electro-hydranlic type direct drive multi-axis manipulator. Mathematical model of the plant derived and PIDM servo-controller structured. Comparative study between the analytical and experimental work has been carried out to help understand the response property of the direct dine multi-axis robot. In the direct drive robot, non-negligible amount of disturbance and load Induced dynamics variation are transmitted to the drive axis and nonlinearity is highly observed. Thereupon a robust controller Implementing time-delay control law is proposed, and computer simulation confirms the possibility for the time-delay control application against the unpredictable disturbance and load-Induced dynamics variation.

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The 3D visual robot teaching mode design on the windows 95 (윈도우즈 95환경에서 3D Visual 로봇 교시 모드 구현)

  • 탁정률;이종수
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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    • pp.407-409
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    • 1996
  • The Direct Arm(DDA) is a SCARA typed direct drive manipulator with three degree of freedom(DOF) using the direct motor of the NSK company. In the paper, we propose a convenient interface for the SCARA-type robot which is practical to use. The proposed Visual Robot Teaching Mode using 3D graphics replaces the current teaching box. And besides this graphical teaching software can be implemented on the PC which is company used as a robot controller. This program was developed for the Windows 95 OS.

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On the Development of a Direct-Drive SCARA Robot (직접구훈(直接驅勳) 방식(方式)의 SCARA형(型) 로봇의 개발(開發)에 관(關)하여)

  • Lee, Gwan-Hyung
    • Proceedings of the KIEE Conference
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    • 1991.07a
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    • pp.813-816
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    • 1991
  • Direct-drive SCARA-type industrial robots are increasingly used in the assembly process of small mechanical parts as well as electronic components, which uses direct-drive (DD) motors instead of reduction gear-type conventional motors for the actuators of manipulator arms. There are many advantages in using DD motors for robots, such as no backlash, low friction, high mechanical stiffness capability for fast and precise arm control, and high repeatability of positioning. However, there exist a number of difficulties which must be overcome to ensure proper construction and operation; increasing effects of load veriation and nonlinear and coupling dynamics, severe vibration caused by resonance of the manipulator components and low mechanical damping, etc. In order to handle these difficulties, lots of efforts have been made such as reduction of the arm inertia and elimination of the resonance, Performance evaluation of a recently developed, domestic DD robot shows that it works excellently compared with conventional robots. It, however, requires proved reliability and price competitiveness against its foreign counterparts.

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A Study on the Stabilization Force Control of Robot Manipulator

  • Hwang, Yeong Yeun
    • International Journal of Safety
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    • v.1 no.1
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    • pp.1-6
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    • 2002
  • It is important to control the high accurate position and force to prevent unexpected accidents by a robot manipulator. Direct-drive robots are suitable to the position and force control with high accuracy, but it is difficult to design a controller because of the system's nonlinearity and link-interactions. This paper is concerned with the study of the stabilization force control of direct-drive robots. The proposed algorithm is consists of the feedback controllers and the neural networks. After the completion of learning, the outputs of feedback controllers are nearly equal to zero, and the neural networks play an important role in the control system. Therefore, the optimum adjustment of control parameters is unnecessary. In other words, the proposed algorithm does not need any knowledge of the controlled system in advance. The effectiveness of the proposed algorithm is demonstrated by the experiment on the force control of a parallelogram link-type robot.