• Title/Summary/Keyword: Class-Disturbance

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Neural-networks-based Disturbance Observer and Tracker Design in the Presence of Unknown Control Direction and Non-affine Nonlinearities (미지의 제어 방향성과 비어파인 비선형성을 고려한 신경망 기반 외란 관측기와 추종기 설계)

  • Kim, Hyoung Oh;Yoo, Sung Jin
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.66 no.4
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    • pp.666-671
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    • 2017
  • A disturbance-observer-based adaptive neural tracker design problem is investigated for a class of perturbed uncertain non-affine nonlinear systems with unknown control direction. A nonlinear disturbance observer (NDO) design methodology using neural networks is presented to construct a tracking control scheme with the attenuation effect of an external disturbance. Compared with previous control results using NDO for nonlinear systems in non-affine form, the major contribution of this paper is to design a NDO-based adaptive tracker without the sign information of the control coefficient. The stability of the closed-loop system is analyzed in the sense of Lyapunov stability.

Joint disturbance torque analysis for 2 DOF robots and its application (2자유도 로봇의 관절외란해석과 응용)

  • Choi, Myoung Hwan
    • Journal of Industrial Technology
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    • v.18
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    • pp.289-293
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    • 1998
  • In a independent joint servo control of robots, the performance of the control is influenced greatly by the joint interaction torques including Coriolis and centrifugal forces. These act as disturbance torques to the control system. As the speed of the robot increases, the effect of this disturbance torque increase, and makes the high speed - high precision control more difficult to achieve. In this paper, a solution to the optimal path placement problem is presented that minimizes the joint disturbance torque during a straight line motion. The proposed method is illustrated using computer simulation. The proposed solution method can be applied to the class of robots that are controlled by independent joint servo control, which includes the vast majority of industrial robots.

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Adaptive Observer for a System with Sinusoidal Disturbance in Measurement Output (측정 출력에 삼각함수 외란이 포함된 시스템의 적응 관측기)

  • Son, Young-Ik;Kim, In-Hyuk
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.59 no.5
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    • pp.966-971
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    • 2010
  • An adaptive state observer is presented for a class of LTI systems that have a sinusoidal disturbance in the measurement output. Adaptation rules are developed for identifying the unknown sinusoidal disturbance signal from the system output. For the application of the identification result to the state estimation problem, the sinusoidal signal with arbitrary initial phase has been considered in this paper. In order to test the performance of proposed algorithm, comparative computer simulations have been carried out with an existing robust observer. The simulation results show the effectiveness of the proposed method.

A generalized disturbance observer theory and application to control of the GoldStar DD robot arm

  • Koh, Kwang-Ill;Lim, Kye-Young;Kang, Sung-Soo;Chae, Ho-Hyun
    • 제어로봇시스템학회:학술대회논문집
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    • 1990.10b
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    • pp.878-883
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    • 1990
  • There have been many approaches to solve the disturbance rejection problem in the control of LTI systems with state independent disturbances or possibly nonlinear state dependent disturbances. From the view point of each actuator, robot manipulators can be modeled as the second class of systems. With this model, M.Nakao et al. [1] introduced a decentralized control scheme based on interference estimation which is simple in its implementation and robust to the coupled dynamics and parameter variations. This paper systematically generalizes the control scheme to arbitrary finite dimensional LTI systems with disturbances. In doing so, we develop a disturbance observer theory for solving the disturbance rejection problem. We also present a discrete version of the theory with discussion of sampling and time-delay effects.

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Effects of a Tai-Chi Program on Pain, Sleep Disturbance, Mood and Fatigue in Rheumatoid Arthritis Patients (타이치 프로그램이 류마티스 관절염 환자의 통증, 수면장애, 기분 및 피로정도에 미치는 영향)

  • Lee, Eun-Nam
    • Journal of muscle and joint health
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    • v.12 no.1
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    • pp.57-68
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    • 2005
  • Purpose: The purpose of this study was to determine the effects of a 6- week Tai-Chi program on improving pain, sleep disturbance, mood, and fatigue in rheumatoid arthritis patients. Method: Sixteen subjects were assigned for experimental group and fifteen were assigned for control group. The subjects of the experimental group participated in a 6-week program of Tai-Chi. Each Tai-Chi class was conducted by a certified Tai-Chi instructor. In order to evaluate the effects of Tai-Chi program, pain, sleep disturbance, mood and fatigue were measured before and after the 6th session Result: After 6-week Tai-Chi program, there were significant improvement in mood & sleep disturbance in the experimental group when compared to the control group However, there were no significant differences in pain intensity and fatigue between Tai-Chi group and control group. Conclusion: These results suggest that a 6-week Tai-Chi program can be utilized as an safe and effective nursing program to improve mood and sleep disturbance in rheumatoid arthritis patients. Long term studies of the effects of Tai-Chi on the pain intensity and fatigue may be import.

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Discrete Time Tracking Control of Motor Based on Disturbance Observer (외란 관측기 기반의 이산시간 전동기 추종제어)

  • Jeon, Yong-Ho;Kang, Jung-Yoog
    • The Journal of the Korea institute of electronic communication sciences
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    • v.16 no.3
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    • pp.511-518
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    • 2021
  • In order to obtain a good tracking performance of the motor, it is necessary to design a controller that can respond to a disturbance by including a disturbance observer. The disturbance observer of the motor is designed to estimate the load torque and the back electromotive voltage based on the first-order low-pass filter. A PI controller and an IP controller were designed to compare the correlation between the disturbance observer and the controller and to obtain improved control performance. To check the performance of the designed observer and the controller, it was applied to a 120 [W] class BLDC motor. As a result, overshoot is reduced, and it can be seen that the steady-state error converges to zero.

SIMULTANEOUS FAULT DETECTION AND CONTROL OF LINEAR TIME-INVARIANT SYSTEM VIA DISTURBANCE OBSERVER-BASED CONTROL APPROACH

  • PANG, GUOCHEN;JIAO, YU;ZHANG, HONGZI;CHEN, XIANGYONG;ZHANG, ANCAI;QIU, JIANLONG
    • Journal of applied mathematics & informatics
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    • v.40 no.1_2
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    • pp.47-59
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    • 2022
  • This paper concerns the problem of simultaneous fault detection and disturbance reject control(SFDDRC) for a class of linear time-invariant system. In the framework of fault detection, residual generators are required to be robust to disturbances existing in the system. Different from most of the existing simultaneous fault and control(SFDC) methods, SFDDRC rejects the influences of disturbances on residual generators by disturbance observer-based control(DOBC). This not only effectively improves the accuracy of fault detection, but also solves the problem that most of the existing SFDC methods require that the disturbance must be bounded. Finally, a numerical example is given to verify the validity of the method.

A Study on the Characteristics of Inversion Layer Observed at Kimhae (김해에서 관측한 접지역전층의 특성에 관한 연구)

  • 박종길;원경미
    • Journal of Environmental Science International
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    • v.3 no.4
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    • pp.305-315
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    • 1994
  • The field observation was carried out to investigate the characteristics of surface inversion layer at Kimhae using the feild observed date and upper layer meteorological data during 4-5 February 1993. The results of the study can be summarized as follows : The maximum height of surface inversion layer observed at Kimhae is 193m and the height of upper level inversion layer ranges from 2nm to 300m. The surface weather elements was influenced the formation of surface inversion layer. According to the pasquill stability and time variation of temperature with height, both the surface heating from insolation and the disturbance of upper level of inversion layer was influenced the disappearance of inversion layer. And the stability of surface temperature inversion layer generally belongs to the class of F, that of upper level temperature inversion layer commonly to the class of E.

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Robust State Observer for Lipschitz Nonlinear Systems with Time Delay (시간 지연을 갖는 Lipschitz 비선형 시스템의 강인 상태 관측기)

  • Lee, Sung-Ryul
    • Proceedings of the KIEE Conference
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    • 2008.04a
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    • pp.207-208
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    • 2008
  • This paper presents a robust state observer design for a class of Lipschitz nonlinear systems with time delay and external disturbance. A sufficient conditions on the existence of the proposed observer are characterized by linear matrix inequalities. It is also shown that the proposed observer design can reduce the effect on the estimation error of external disturbance up to the prescribed level in spite of the existence of time delay. Finally, a numerical example is provided to verify the proposed design method.

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Robust Reduced Order State Observer for Lipschitz Nonlinear Systems (Lipschitz 비선형 시스템의 강인 저차 상태 관측기)

  • Lee, Sung-Ryul
    • Journal of Institute of Control, Robotics and Systems
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    • v.14 no.8
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    • pp.837-841
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    • 2008
  • This paper presents a robust reduced order state observer for a class of Lipschitz nonlinear systems with external disturbance. Sufficient conditions on the existence of the proposed observer are characterized by linear matrix inequalities. It is also shown that the proposed observer design can reduce the effect on the estimation error of external disturbance up to the prescribed level. Finally, a numerical example is provided to verify the proposed design method.