• 제목/요약/키워드: Robust Adaptive Control

검색결과 535건 처리시간 0.033초

유압 굴삭기의 궤적 추종을 위한 강인 제어 (Robust Control of Trajectory Tracking for Hydraulic Excavator)

  • 최종환;김승수;양순용;이진걸
    • 제어로봇시스템학회논문지
    • /
    • 제10권1호
    • /
    • pp.22-29
    • /
    • 2004
  • This paper studies the coordinated trajectory control of an excavator as a kind of robotic manipulators driven by hydraulic actuators. Hydraulic robot system has many non-linearity in dynamics and kinematics, and strong coupling among joints(or hydraulic cylinders). This paper proposes a combined controller frame of the adaptive robust control(ARC) and the sliding mode control(SMC) for the trajectory tracking control of the excavator to preserve the advantages of the both methods while overcoming their drawbacks, namely, asymptotic stability of adaptive system for parametric uncertainties and guaranteed transient performance of sliding mode control for both parametric uncertainties and external disturbance. The suggested control technique is applied for the tracking of a straight-line motion of end-effector of manipulators, and through computer simulations, its trajectory tracking performances and the robustness to payload variation and uncertainties are illustrated.

위성체의 적응제어 및 강인제어 연구 (An adaptive control and robust control of satellite)

  • 노영환;진익민;김진철
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
    • /
    • pp.1688-1691
    • /
    • 1997
  • In the time-invarient system, the adaptive controller was designed for the non-tracking error in the 1980's. In this study, the Model Reference Adaptive Control using on-line processing method is used to identify the coefficients of the model, and the Robust Controller (H.inf.) is designed to stabilize the rigid body and the flexible body of satellite, which can be perturbed due to disturbance, etc. The result obtained by H.inf. controller is compared with that of the PI(Proportional and Intergation) controller which is commonly used for stabilizing satellite.

  • PDF

Robust Adaptive Controller Free from Input Singularity for Nonlinear Systems Using Universal Function Approximators

  • Park, Jang-Hyun;Yoong, Pil-Sang;Park, Gwi-Tae
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 2001년도 ICCAS
    • /
    • pp.95.4-95
    • /
    • 2001
  • In this paper, we proposed and analyze an robust adaptive control scheme for uncertain nonlinear systems using Universal function approximators. The proposed scheme completely overcomes the singularity problem which occurs in the indirect adaptive feedback linearizing control. No projection in the estimated parameters and no switching in the control input are needed. The stability of the closed-loop systems is guaranteed in the Lyapunov standpoint.

  • PDF

일련의 불확실한 시스템에 대한 강인한 적응제어 (Robust Adaptive Control for a Sort of Uncertain Systems)

  • 김진환;이정휴;함운철
    • 전자공학회논문지B
    • /
    • 제30B권3호
    • /
    • pp.22-30
    • /
    • 1993
  • In this paper, robust adaptive control algorithms which can be applied to unknown uncertain systems are suggested. Transform matrix for dividing states into "uncontrolled" states and "controlled" states and general searching procedure for the transform matrix which assign arbitrary n-1 eigen values for the uncontrolled subsystem of n-th orther single-input single-output systems of which state variables can be observable are also studied and utilized for the design of new-type controllers. We drived new-type control laws by using adaptive control theory and variable structure system and its stability is proved by using Lyapunov stability theory.

  • PDF

견실한 서보적응제어기에 관한 연구 (A Study on The Adaptive Robust Servocontroller)

  • 김종원
    • 대한기계학회논문집
    • /
    • 제14권3호
    • /
    • pp.513-525
    • /
    • 1990
  • 본 연구에서는 ARSC의 이론적인 전개에 대해서 주로 설명하고자 한다. 제2 장에서는 ARSC의 구조를 자세히 기술하며, 제3장에 ARSC를 컴퓨터에 이식하기 위한 알 고리즘을 요약하여 제시한다. 또한, ARSC알고리즘이 총체적으로(globally) 수렴하며 안정하다는 이론적 증명에 대하여 제4장에서 언급하며, 마지막으로 제5장에 실시간 시 뮬레이션을 통하여 ARSC의 간단한 적용실례를 들었다. 실제로 본 ARSC는 엔드밀링의 절삭력 적응제어에 적용되었는데, 그 연구결과는 별도로 발표할 예정이다.

Sensorless Speed Control System Using a Neural Network

  • Huh Sung-Hoe;Lee Kyo-Beum;Kim Dong-Won;Choy Ick;Park Gwi-Tae
    • International Journal of Control, Automation, and Systems
    • /
    • 제3권4호
    • /
    • pp.612-619
    • /
    • 2005
  • A robust adaptive speed sensorless induction motor direct torque control (DTC) using a neural network (NN) is presented in this paper. The inherent lumped uncertainties of the induction motor DTC system such as parametric uncertainty, external load disturbance and unmodeled dynamics are approximated by the NN. An additional robust control term is introduced to compensate for the reconstruction error. A control law and adaptive laws for the weights in the NN, as well as the bounding constant of the lumped uncertainties are established so that the whole closed-loop system is stable in the sense of Lyapunov. The effect of the speed estimation error is analyzed, and the stability proof of the control system is also proved. Experimental results as well as computer simulations are presented to show the validity and efficiency of the proposed system.

입력 토크 포화를 갖는 로봇 매니퓰레이터에 대한 분산 강인 적응 제어 (Decentralized Robust Adaptive Control for Robot Manipulators with Input Torque Saturation)

  • 신진호
    • 제어로봇시스템학회논문지
    • /
    • 제21권12호
    • /
    • pp.1160-1166
    • /
    • 2015
  • This paper proposes a decentralized robust adaptive control scheme for robot manipulators with input torque saturation in the presence of uncertainties. The control system should consider the practical problems that the controller gain coefficients of each joint may be nonlinear time-varying and the input torques applied at each joint are saturated. The proposed robot controller overcomes the various uncertainties and the input saturation problem. The proposed controller is comparatively simple and has no robot model parameters. The proposed controller is adjusted by the adaptation laws and the stability of the control system is guaranteed by the Lyapunov function analysis. Simulation results show the validity and robustness of the proposed control scheme.

자기동조 적응제어기법에 의한 로봇 매니퓰레이터의 강인제어 (Robust Control of Robot Manipulator using Self-Tuning Adaptive Control)

  • 뱃길호
    • 한국공작기계학회:학술대회논문집
    • /
    • 한국공작기계학회 1996년도 추계학술대회 논문
    • /
    • pp.150-155
    • /
    • 1996
  • This paper presents a new approach to the design of self-tuning adaptive control system that is robust to the changing dynamic configuration as well as to the load variation factors using digital signal processors for robot manipulators. TMS3200C50 is used in implementing real-time adaptive control algorithms provide advanced performance for robot manipulator. In this paper an adaptive control scheme is proposed in order to design the pole-placement self-tuning controller which can reject the offset due to any load disturbance without a detailed description of robot dynamics. parameters of discrete-time difference model are estimated by the recursive least-square identification algorithm and controller parameters are detemined by the pole-placement method. Performance of self-tuning adaptive controller is illusrated by the simulation and experiment for a SCARA robot.

  • PDF

Lyapunov Based Adaptive-Robust Control of the Non-Minimum phase DC-DC Converters Using Input-Output Linearization

  • Salimi, Mahdi;Zakipour, Adel
    • Journal of Power Electronics
    • /
    • 제15권6호
    • /
    • pp.1577-1583
    • /
    • 2015
  • In this research, a combined adaptive-robust current controller is developed for non-minimum-phase DC-DC converters in a wide range of operations. In the proposed nonlinear controller, load resistance, input voltage and zero interval of the inductor current are estimated using developed adaptation rules and knowing the operating mode of the converter for the closed-loop control is not required; hence, a single controller can be employed for a wide load and line changes in discontinuous and continuous conduction operations. Using the TMS320F2810 digital signal processor, the experimental response of the proposed controller is presented in different operating points of the buck/boost converter. During transition between different modes of the converter, the developed controller has a better dynamic response compared with previously reported adaptive nonlinear approach. Moreover, output voltage steady-state error is zero in different conditions.

미지의 불확실한 시스템에 대한 강인한 적응 제어 (Robust adaptive control for unknown uncertain systems)

  • 김진환;이정휴;정사철;함철주;함운철
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 1992년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 19-21 Oct. 1992
    • /
    • pp.760-765
    • /
    • 1992
  • 본 논문에서는 미지의 불확실한 시스템에 적용할 수 있는 제어 알고리즘을 제안하였다. n차 수 단일 입출력 시스템의 상태를 "uncontrolled" 상태와 "controlled" 상태로 분리시키며 아울러 uncontrolled 부시스템이 임의의 n-1개의 특성근(eigen values)을 갖도록 하는 변환 행렬을 유도하고, 이를 이용하여 새로운 강인한 제어기를 설계하였다. 적응 제어 이론과 가변 구조 제어 이론의 개념을 도입하여 새로운 제어 법칙을 제안하였으며 제안된 제어기의 안정도는 Lyapunov 안정도 이론을 이용하여 증명하였다. 컴퓨터 시뮬레이션 결과 제안된 적응 제어 알고리즘이 강인성과 안정성을 갖음을 확인할 수 있었다.

  • PDF