• Title/Summary/Keyword: 관절 제어기

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Auto-Tuning PID Control with Self-feedback Neurons (자기 궤환 뉴런을 가진 자동 동조 PID 제어)

  • Jung, Kyung-Kwon;Kim, Kyung-Soo;Gim, Ine;Eom, Ki-Hwan
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 1999.05a
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    • pp.348-354
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    • 1999
  • In recent years, a PID controller has been used as a major control method in real control processes. This controller requires a determination of PID control gains. But it is difficult to select the best gains theoretically. Thus there have been many approaches to determine them empirically Most of them are based on experience and knowledge. In this paper, we proposed a tuning method of the PID Parameters by using neural network. To show effectiveness of the proposed method, the simulation of DC motor and one link manipulator position control is carried out.

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Design of Adaptive Controller using Switching Mode with Fuzzy inference and its application for industry Automation Facility (퍼지추론의 스위칭 특성을 이용한 적응제어기 설계 및 산업용 자동화 설비에의 응용)

  • 이형찬
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.13 no.1
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    • pp.60-68
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    • 1999
  • This paper deals with the tracking control problem of industrial robotic manipulators with unknown or changing dynamics. The proposed method makes use of multiple moodels and switching mechanism by fuzzy inference of the manipulator in an indirect adaptive controller architecture. The models used for the indmtification of the manipliator are identical, except for the initial estimates of the unknown inertial pararmeters of the manipulator and its load. The torque input that is applied to the joint actuators is determined at every instant by the identification model that best approximates the robot dynamics. Simulation results are also included to dermnstrate the improvement in the tracking perfermance when the proposed method is used.s used.

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A study on design, experiment control of the waterproof robot arm (방수형 로봇팔의 설계, 실험 및 제어 연구)

  • Ha, Jihoon;Joo, Youngdo;Kim, Donghee;Kim, Joon-Young;Choi, Hyeung-Sik
    • Journal of Advanced Marine Engineering and Technology
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    • v.38 no.6
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    • pp.648-657
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    • 2014
  • This paper is about the study on a newly developed small waterproofed 4-axis robot arm and the analysis of its kinematics and dynamics. The structure of robot arm is designed to have Pitch-Pitch-Pitch-Yaw joint motion for inspection using a camera on itself and the joint actuator driving capacity are selected and the joint actuators are designed and test for 10m waterproofness. The closed-form solution for the robot arm is derived through the forward and inverse kinematics analysis. Also, the dynamics model equation including the damping force due to the mechanical seal for waterproofness is derived using Newton-Euler method. Using derived dynamics equation, a sliding mode controller is designed to track the desired path of the developed robot arm, and its performance is verified through a simulation.

An Robust Control Inderstrial SCARA Robot Manipulator Using TMS320C5X Chip (TMS320C5X 칩을 사용한 산업용 스카라 로봇의 견실제어)

  • 배길호;김용태;김휘동;염만오;한성연
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2002.04a
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    • pp.173-179
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    • 2002
  • This paper presents a new approach to the design of adaptive control system using DSPs(TMS320C50) fur robotic manipulators to achieve trajectory tracking angles. Digital signal processors are used in implementing real time adaptive control algorithms to provide motion for robotic manipulators. In the proposed scheme, adaptation laws are derived from the improved second stability analysis based on the indirect adaptive control theory. The proposed control scheme is simple in structure, fast in computation, an suitable fur implementation of real-time control. Moreover, this scheme does not require an accurate dynamic modeling, nor values of manipulator parameters and payload. Performance of the adaptive controller is illustrated by experimental results for a SCARA robot.

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An Adaptive Control Inderstrial SCARA Robot Manipulator Using TMS320C5X Chip (TMS320C5X 칩을 사용한 산업용 스카라 로봇의 적응제어)

  • 배길호;김용태;김휘동;염만오;한성현
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2001.10a
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    • pp.128-133
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    • 2001
  • This paper presents a new approach to the design of adaptive control system using DSPs(TMS320C50) for robotic manipulators to achieve trajectory tracking angles. Digital signal processors are used in implementing real time adaptive control algorithms to provide motion for robotic manipulators. In the proposed scheme, adaptation laws are derived from the improved second stability analysis based on the indirect adaptive control theory. The proposed control scheme is simple in structure, fast in computation, an suitable for implementation of real-time control. Moreover, this scheme does not require an accurate dynamic modeling, nor values of manipulator parameters and payload. Performance of the adaptive controller is illustrated by experimental results for a SCARA robot.

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Experimental Evaluation of Neural Network Based Controllers for Tracking the Tip Position of Flexible-Link (신경회로망을 이용한 유연한 관절의 선단위치 tracking 제어기에 관한 실험적 평가)

  • 최부귀;이형기;박양수
    • Journal of Institute of Control, Robotics and Systems
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    • v.4 no.6
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    • pp.738-746
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    • 1998
  • This paper presents a neural network-based adaptive controller for a single flexible-link. The control for feedback-error loaming of neural network is designed by using the re-definition approach. The neural network controllers are implemented on an single flexible-link experimental test-bed. The tip response is significantly improved and the vibrations of the flexible modes are damped very fast. Experimental and simulation results are presented of the proposed tip position tracking controllers over the conventional PD-type, passive controllers.

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A New Adaptive Fuzzy Approach for Control of a Bipedal Robot (이족 보행 로봇 제어에 대한 새로운 적응 퍼지 접근방법)

  • Hwang, Jae-Pil;Kim, Eun-Tai
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.42 no.5 s.305
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    • pp.13-18
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    • 2005
  • Over the last few years, the control of bipedal robot has been considered a promising but difficult research field in the community of robotics. In this paper, a new robust output control method for a bipedal robot is proposed using the adaptive fuzzy logic. The adaptive fuzzy logic is used as an system approximator to cancel the unknown uncertainty. First, a model for a bipedal robot including switching leg influence, uncertainty and disturbance is presented. Second, a controller is designed in which the joint velocity measurement is not required. Fuzzy approximation error estimator is inserted in the system for tuning the fuzzy logic. Finally, the result of the computer simulation is presented to show the validity of the suggested control method.

Robust control design for robots with uncertainty and joint-flexibility (불확실성 및 관절 유연성을 고려한 로봇의 견실제어기 설계)

  • M.C. Han
    • Journal of the Korean Society for Precision Engineering
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    • v.12 no.5
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    • pp.117-125
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    • 1995
  • An improved robust control law is proposed for uncertain rigid robots. The uncertainty is nonlinear and (possibly fast) time-varying. Therefore, the uncertain factors such as imperfect modeling, friction, payload change, and external disturbances are all addressed. Based on the possible bound of the uncertainty, the controller is constructed. For uncertain flexible-joint robots, some feedback control terms are then added to the proposed robust control law in order to stabilize the elastic vibrations at the joints. To show that the proposed control laws are indeed applicable, the stability study based on Lyapunov function, a singular perturbation approach, and simulation results are presented.

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Study on Interaction of Planar Redundant Manipulator with Environment based on Intelligent Control (지능제어를 이용한 평면 여자유도 매니퓰레이터와 환경과의 상호작용에 관한 연구)

  • Yoo, Bong-Soo;Kim, Sin-Ho;Joh, Joong-Seon
    • Journal of the Korean Institute of Intelligent Systems
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    • v.19 no.3
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    • pp.388-397
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    • 2009
  • There are many tasks which require robotic manipulators interaction with environment. It consists of three control problems, i.e., position control, impact control and force control. The position control means the way of reaching to the environment. The moment of touching to the environment yields the impact control problem and the force control is to maintain the desired force trajectory after the impact with the environment. These three control problems occur in sequence, so each control algorithm can be developed independently. Especially for redundant manipulators, each of these three control problems has been important independent research topic. For example, joint torque minimization and impulse minimization are typical techniques for such control problems. The three control problems are considered as a single task in this paper. The position control strategy is developed to improve the performance of the task, i.e., minimization of the individual joint torques and impulse. Therefore, initial conditions of the impact control problem are optimized at the previous position control algorithm. Such a control strategy yields improved result of the impact control. Similarly, the initial conditions for the force control problem are indirectly optimized by the previous position control and impact control strategies. The force control algorithm uses the individual joint torque minimization concept. It also minimizes the force disturbances. The simulation results show the proposed control strategy works well.

Design of Robot Arm Controller based on Motion Capture (동작 모방형 로봇팔의 제어기 설계)

  • Ha, Chang-Wan;Lee, Dong-Hee;Ahn, Jin-Woo
    • Proceedings of the KIPE Conference
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    • 2011.07a
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    • pp.535-536
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    • 2011
  • 본 논문에서는 컨트롤러를 부착한 사람의 팔 움직임을 따라 하는 Robot Arm에 대해 기술한다. 구부러짐에 따라 저항값이 다르게 나오는 flexible sensor를 관절마다 부착하여 사람의 팔의 움직임에 따라 만들어진 Data를 Analog Digital Converting과 Digital Filtering을 거쳐 데이터를 안정화 있게 로봇팔로 전송 하도록 설계하였다.

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