• Title/Summary/Keyword: direct adaptive scheme

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Extraction of Optimal Time-Delay in Adaptive Command Shaping Filter for Flexible Manipulator Control (유연한 매니퓰레이터 제어를 위한 적응형 명령성형 필터의 최적 시간지연 값 추출)

  • Park, Joo-Han;Rhim, Sung-Soo
    • Journal of Institute of Control, Robotics and Systems
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    • v.14 no.6
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    • pp.564-572
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    • 2008
  • The performance of the direct adaptive time-delay command shaping filter depends on the select time-delay. In the previously introduced direct adaptive command shaping filter, however, the time-delay value is fixed and only the magnitudes of the impulses are learned. In this paper, the authors introduce a new scheme to adapt the time-delay which is to be used in conjunction with the direct adaptive command shaping for the improved vibration suppression in flexible motion system. In order to formulate the time-delay adaptation scheme, the authors have analyzed the effect of the time-delay value on the performance of the direct adaptive command shaping filter. By modifying the direct adaptation formula based on the analysis result the authors have established a set of equations to adapt the time-delay toward the optimal value. Simulation results show the effectiveness of the proposed time-delay adaptation approach for the improved vibration suppression.

Adaptive control of flexible joint robot manipulators (유연성 관절 로봇 매니퓰레이터 적응 제어)

  • 신진호;이주장
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10a
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    • pp.260-265
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    • 1992
  • This paper presents an adaptive control scheme for flexible joint robot manipulators. This control scheme is based on the Lyapunov direct method with the arm energy-based Lyapunov function. The proposed adaptive control scheme uses only the position and velocity feedback of link and motor shaft. The adaptive control system of flexible joint robots is asymptotically stable regardless of the joint flexibility value. Therefore, the assumption of weak joint ealsticity is not needed. Also, joint flexibility value is unknown. Simulation results are presented to show the feasibility of the proposed adaptive control scheme.

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On the Performance of Interference Excision Scheme using Multiple Adaptive Filter Banks in Spread Spectrum Communication Systems (대역확산 통신시스템에서 다중 적응 필터 뱅크를 이용한 간섭신호 제거 시스템 성능 분석)

  • 박재오;이정재
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.4 no.3
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    • pp.653-660
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    • 2000
  • In this paper, an adaptive interference excision scheme with multiple adaptive filter bank using an adaptive algorithm is proposed. This scheme suppresses interference in the wavelet packet transform domain for the direct spread spectrum communication systems. Using the Monte-Carlo simulation, we analyze the performance of the direct spread spectrum communication systems with this excision scheme using LMS and RLS adaptive algorithms in AWGN and interference channel.

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Design of adaptive controllers for the boiler system (보일러를 위한 적응 제어기 설계)

  • 박태건;류지수;이기상
    • 제어로봇시스템학회:학술대회논문집
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    • 1997.10a
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    • pp.337-340
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    • 1997
  • In this paper we propose direct and indirect adaptive controllers for a nonlinear multivariable steam generating unit(200MW). In the direct adaptive scheme the estimation of the controller parameter are achieved from tracking error, while in the indirect approach the unknown parameter of the boiler system is estimated by the Hopfield network-based identifier. The performance of two proposed adaptive controllers is shown through simulations.

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Direct Adaptive Control Scheme with Integral Action for Nonminimum Phase Systems (비최소 위상 시스템에 대한 적분기를 갖는 직접 적응제어)

  • Kim, Jong-Hwan;Choi, Keh-Kun
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.23 no.4
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    • pp.445-449
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    • 1986
  • This paper presents a direct adaptive control scheme for nonminimum phase systems of which controller parameters are estimated from the least-squares algorithm, and some additional auxiliadry parameters are obtianed from the proposed polynomial identity equation. Integral action is incorporated into the adaptive controller to eliminate the steady-state error, and to satisfy a condition of the unique solution for the polynomial identity as well.

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Direct Adaptive Pole-Placement and Stability of Discrete-time Non-minimum Phase Systems (이산시간 비 최소현상 시스템의 직지 적응 극배룰 및 안전팡에 관한 연구)

  • 최종호;최진영
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.33 no.5
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    • pp.193-199
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    • 1984
  • This paper presents a direct adaptive pole placement control scheme which is applicable to discretetime non-minimum phase systems. It is proved that by this scheme the poles can be placed at the desired locations and the overall state vector of the system is uniformly bounded if the reference input is sufficiently rich, and also proved that in case of insufficiently rich reference input the overall system can still be stabilized though the poles may not be placed exactly at the desired locations. The effectiveness of this scheme is verified by digital computer simulations.

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Model Following Reconfigurable Flight Control System Design Using Direct Adaptive Scheme (직접 적응기법을 이용한 모델추종 재형상 비행제어시스템 설계)

  • 김기석;이금진;김유단
    • Journal of Institute of Control, Robotics and Systems
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    • v.9 no.2
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    • pp.99-106
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    • 2003
  • A new reconfigurable model following flight control method based on direct adaptive scheme is presented. Using the timescale separation principle, both the inner-loop and the outer-loop states are controlled simultaneously. For the timescale separation assumption to be satisfied, the inner-loop model dynamics is set to be fast whereas the outer-loop model dynamics is set to be relatively slow. The stability and convergence of the proposed control law is proved by Lyapunov theorem. One of the merits of the proposed reconfigurable controller is that the FDI process and the persistent input excitation are not necessary, which is suitable for the flight control system. To evaluate the reconfiguration performance of the proposed control method, numerical simulation is performed using six degree-of-freedom nonlinear dynamics.

An Instrument Fault Diagnosis Scheme for Direct Torque Controlled Induction Motor Driven Servo Systems (직접토크제어 유도전동기 구동 서보시스템을 위한 장치고장 진단 기법)

  • Lee, Kee-Sang;Ryu , Ji-Su
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.51 no.6
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    • pp.241-251
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    • 2002
  • The effect of sensor faults in direct torque control(DTC) based induction motor drives is analyzed and a new Instrument fault detection isolation scheme(IFDIS) is proposed. The proposed IFDIS, which operated in real-time, detects and isolates the incipient fault(s) of speed sensor and current sensors that provide the feedback information. The scheme consists of an adaptive gain scheduling observer as a residual generator and a special sequential test logic unit. The observer provides not only the estimate of stator flux, a key variable in DTC system, but also the estimates of stator current and rotor speed that are useful for fault detection. With the test logic, the IFDIS has the functionality of fault isolation that only multiple estimator based IFDIS schemes can have. Simulation results for various type of sensor faults show the detection and isolation performance of the IFDIS and the applicability of this scheme to fault tolerant control system design.

Design of the Combined Direct and Indirect Adaptive Neural Controller Using Fuzzy Rule (퍼지규칙에 의한 직.간접 혼합 신경망 적응제어시스템의 설계)

  • 이순영;장순용
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.4 no.3
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    • pp.603-610
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    • 2000
  • In this paper, the direct and indirect adaptive controller are combined based on the Lyapunov synthesis approach. The Proposed controller is constructed from RBF Neural Network and weighting parameters are adjusted on-line according to some adaptation law. In this scheme, fuzzy IF-THEN rules are used to decide the combined weighting factor. In the results, proposed controller has the main advantages of both the direct adaptive controller and the indirect adaptive controller. The effectiveness of the proposed control scheme is demonstrated through simulation results of control for one-link rigid robotics manipulator.

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Direct adaptive control of chaotic nonlinear systems using a radial basis function network (방사 기저 함수 회로망을 이용한 혼돈 비선형 시스템의 직접 적응 제어)

  • 김근범;박광성;최윤호;박진배
    • 제어로봇시스템학회:학술대회논문집
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    • 1997.10a
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    • pp.219-222
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    • 1997
  • Due to the unpredictability and irregularity, the behaviors of chaotic systems are considered as undesirable phenomena to be avoided or controlled. Thus in this paper, to control systems showing chaotic behaviors, a direct adaptive control method using a radial basis function network (RBFN) as an excellent alternative of multi-layered feed-forward networks is presented. Compared with an indirect scheme, a direct one does not need the estimation of the controlled process and gives fast control effects. Through simulations on the two representative continuous-time chaotic systems, Duffing and Lorenz systems, validity of the proposed control scheme is shown.

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