• Title/Summary/Keyword: model reference adaptive system

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Trajectory Tracking Control of Field Robot using Adaptive Control and System Identification (적응제어 및 시스템 규명을 이용한 Field Robot의 궤적 추종 제어)

  • 서우석;김승수;양순용;이병룡;안경관
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2002.04a
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    • pp.469-474
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    • 2002
  • The Field Robot means the machinery applied for outdoor tasks in construction, agriculture and undersea etc. In this study, to field-robotize a hydraulic excavator that is mostly used in construction working, we have developed an automatic excavation system and adaptive control system. A model- reference adaptive controller has been designed on the model that is obtained through off-line System Identification. It is illustrated by computer simulations that the proposed control system gives good performances in the trajectory tracking control and adaptation to parameter variation.

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Design of Neural-Network Based Autopilot Control System(II) (신경망을 이용한 선박용 자동조타장치의 제어시스템 설계 (II))

  • Kwak, Moon Kyu;Suh, Sang-Hyun
    • Journal of the Society of Naval Architects of Korea
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    • v.34 no.3
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    • pp.19-26
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    • 1997
  • This paper is concerned with the design of neural-network based autopilot control system. The back-propagation neural network introduced in the previous paper by authors is applied to the autopilot control system. As a result, two neural-network controllers are developed, which are the model reference adaptive neural controller and the instantaneous optimal neural controller. The model reference adaptive neural controller is the control technique that the heading angle and angular velocity are controlled by the rudder angle to follow the output of the reference model. The instantaneous optimal neural controller optimizes the transition from one state to the next state. These control techniques are applied to a simple ship maneuvering model and their effectiveness is proved by numerical examples.

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Modeling and Adaptive Motion Tracking Control of Two-Wheeled Welding Mobile Robot (WMR) (용접용 이륜 이동로봇의 모델링 및 적응 추종 제어)

  • Suh, Jin-Ho;Bui, Tring Hieu;Nguyen, Tan Tien;Kim, Sang-Bong
    • Proceedings of the KSME Conference
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    • 2003.04a
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    • pp.786-791
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    • 2003
  • This paper proposes an adaptive control algorithm for nonholonomic mobile robots with unknown parameters and the proposed control method is used in numerical simulations for applying to a practical twowheeled welding mobile robot(WMR). The proposed adaptive controller to track an arbitrary given welding path is designed by using back-stepping technique and is derived for a nonlinear model under the assumption such that the system parameters are partially known. Moreover, the proposed adaptive control system is stable in the sense of Lyapunov stability. Inertia moments of system are considered to be unknown parameters and their values can be estimated simply by using update laws proposed in an adaptive control scheme of this research. The simulation results are provided to show the effectiveness of the accurate tracking capability of the proposed controller for two-wheeled welding mobile robot with a smooth curved reference welding path.

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Parameter estimation and adaptive control of permanent magnet synchronous motors (매입형 영구자석 동기전동기 상수의 추정 및 적응제어기법)

  • Yang, Hyunsuk
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.2
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    • pp.1044-1050
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    • 2014
  • Maximum torque per ampere vector controller is widely used to control permanent magnet synchronous motors. For the controller to work properly, it is important to know the exact values of motor parameters such as a stator resistance, inductances, and the flux linkage of the permanent magnet. In this paper, an adaptive control algorithm is proposed to estimate these parameters using MRAS(Model Reference Adaptive System). Simulation results demonstrate the effectiveness of the proposed algorithm.

Decentralized Model Reference Adaptive Control of a Class of Interconnected Continuous Systems (일련의 상호연결된 연속시간 시스템의 비집중 모델기준 적응제어)

  • Lyou, Joon;Kim, Sung-Soo;Yim, In-Sung
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.24 no.6
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    • pp.930-935
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    • 1987
  • This paper presents a decentralized model reference adaptive control scheme for an interconnected continuous linear system composed of a number of single input single output subsystems. The scheme can treat the unknown strengh of interconnections as well as the uncertainty of subsystems. The scheme automatically adjusts the local feedback gains so that the output of each subsystem exponetially tracks that of the reference model.

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Model Reference Adaptive Pole-Placement Controller of Nonminimum Phase systems (비최소 위상 시스템에 대한 기준 모델 적응 폴-플레이스먼트 제어기)

  • 김종환;최계근
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.22 no.6
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    • pp.89-96
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    • 1985
  • A pole-placement control of discrete, deterministic, single-input single-output nonmini-mum phase systems is considered using a model reference type approach. The proposed pole-placement controller is designed in the parameter form to make the transfer function of the controller equal to that of the reference model with only single variable polynomial S(q-1). The proposed adaptive pole-placement controllr is designed with the true system para-meters by applying the adaptation method to the proposed pole-placement controller.

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

  • 노영환;진익민;김진철
    • 제어로봇시스템학회:학술대회논문집
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    • 1997.10a
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    • pp.1688-1691
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    • 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.

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Robust model reference direct adaptive pole placement control

  • Kim, Jong-Hwan
    • 제어로봇시스템학회:학술대회논문집
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    • 1990.10b
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    • pp.872-877
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    • 1990
  • Robustness of a model refernece direct adaptive pole placement control for not necessarily minimum phase systems is studied subject to unmodeled dynamics and bounded disturbances. The adaptive control scheme involves two estimators for the system and the controller parameter estimation, respectively. The robustness is obtaind under some weak assumptions and by using both a normalized least-squares algorithm with dead zone and an appropriate nonlinear feedback.

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Model Reference Adaptive Control for Multivariable Systems (다변수 시스템에 대한 기준 모델형 적응 제어)

  • Hai-Won Yang
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.32 no.11
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    • pp.394-403
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    • 1983
  • This paper discusses a model reference adaptive control for a multi-input multi-output continuos system in matrix fraction description. The controller is of Monopoli-Narendra type with a time-varying gain matrix in the parameter adaptation law. The transfer matrix of the given plant with an adjustable controller is made to approach to that of the reference model asymptotically. It is shown that, under some plausible assumptions such as on the knowlidge of an interactor matrix, the algorithm for a single-input single-output system can be appropriately extended to a multi-input multi-output system. The convergence of an adaptation law is estavlished with some stability theory and stability of the overall system is asserted by an analytical investigation.

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A Study on Reliable Control System Using an Additive Redundant Adaptive Controller (가법적 중복적응 제어기를 이용한 신뢰성 제어 시스템에 관한 연구)

  • ;;Zeungnam Bien
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.39 no.3
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    • pp.301-311
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    • 1990
  • A multiple controller structure consisting of a typical feedback controller and an additive redundant controller is proposed for enhancing the reliability of the control system. For the case where the main controller is chosen as a pole assignment controller with input/output measurements and the redundant controller as the Model Reference Adaptive Controller (MRAC) whose reference model is the closed-loop combination of the plant and the main controller, it is proven that the tracking error between the command input and plant output converges to zero under failure in one of the controllers or parameter perturbations of the plant, and further that the reliability measured by Mean Time To Failure (MTTF) is greater than that of the system with only a single main controller. A simulation Example is provided to illustrate reliable operation of the proposed control system against the controller failure.

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