• Title/Summary/Keyword: state-feedback control

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Time-optimal Control Utilizing Beural Networks (신경회로망을 이용한 시간최적 제어)

  • Park, W.W.;J.S. Yoon
    • Journal of the Korean Society for Precision Engineering
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    • v.14 no.6
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    • pp.90-98
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    • 1997
  • A time-optimal control law for quick, strongly nonlinear systems has been developed and demonstrated. This procedure involves the utilzation of neural networks as state feedback controllers that learn the time-optimal control actions by means of an iterative minimization of both the final time and the final state error for the systems with constrained inputs and/or states. A neural identifier or a genetic algorithm identifier could be utilized for modeling the partially known systems and the unknown systems. The nature of neural networks as a parallel processor would circumvent the problem of "curwe of dimensionality". The control law has been demonstrated for both a torque input motor and a velocity input motor identified by a genetic algorithm called GENOCOPed GENOCOP.

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Methods for Improvement of Speed Control System for D.C Motors using ${\mu}$ -processor (${\mu}$- processor를 이용한 직류전동기 속도제어시스템의 개선방안)

  • Kim, Jin-Sung;Kim, Pill-Soo;Baek, Soo-Hyun
    • Proceedings of the KIEE Conference
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    • 1988.07a
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    • pp.105-108
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    • 1988
  • In this paper, a control system design method is proposed for DC motor drive. A state space model is used to control sysytem and for closed loop system the technique of pole assignment is applied. The control system is designed with state feedback theory and to improve the response further more feedforward theory is applied to control system. The microprocessor as a controller and the interfaces in the system are proposed. Digital simulation results for step changes in reference velocity and load torque are shown.

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Induction Motor Position Control Using Integral-Compensating Variable Structure Control Algorithm (적분보상형 가변구조제어기법을 이용한 유도 전동기 위치제어)

  • 강문호;정경민;박윤창
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 1999.05a
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    • pp.205-209
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    • 1999
  • This paper proposes a variable structure position controller for an induction motor(IM) which uses a reaching law and an integral compensating nonlinear switching function. With the reaching law, reaching mode can be established quantitatively during transient state so that dynamic control performance is improved. With the integral compensating nonlinear switching function, both very low overshoot and high steady state control accuracy can be obtained by compensating the states chattering problem due to the unmodelled dynamics of inverter and feedback sensors. For experiment a digital servo driver which consists of a DSP and an IPM inverter was developed. With the various experimental results, IM position control performance was verified.

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Current Controlled PWM Inverter Using Reduced-Order State Observer (최소 차원 상태 관측기를 사용한 전류 제어형 PWM 인버터에 관한 연구)

  • Kim, J.S.;Lee, C.D.;Park, O.S.;Choi, S.Y.;Kim, Y.C.;Woo, J.I.
    • Proceedings of the KIEE Conference
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    • 1995.07a
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    • pp.300-302
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    • 1995
  • This paper describes a current control method for a single-phase PWM inverter. The proposed PWM inverter utilizes the instantaneous control method which is based on the real-time digital feedback control and the microprocessor-based deadbeat control. For the deadbeat current controller, the system's order becomes a high order and increases computation delay time. Therefore, The delay time produces current ripple. To minimize the current ripple, a new method based on deadbeat control theory for current regulation is proposed. It is constructed by a reduced-order state observer which predicts the output current in next sampling instant.

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Pitch-axis Maneuver of UAVs by Adaptive Control Approach (무인항공기의 적응제어 법칙을 이용한 피치 기동 연구)

  • Bang, Hyo-Choong
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.38 no.12
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    • pp.1170-1176
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    • 2010
  • This study addresses adaptive control of UAVs(Unmanned Aerial Vehicles) pitch-axis maneuver. The MRAC(Model Referenced Adaptive Control) approach is employed to accommodate uncertainties which are introduced by feedback linearization of pitch attitude control by elevator input. The model uncertainty is handled by adaptation laws which update model parameters while the UAV is under control by the feedback control law. Steady-state pitch attitude achieved by the stabilizing control law is derived to provide insight on the closed-loop behavior of the controlled system. The proposed idea is free of linearization, gain-scheduling procedures, so that one can design high maneuverability of UAVs for pitching motion in the presence of significant model uncertainty.

Gust Response Alleviation of a Three-dimensional Flexible Wing using Sliding Mode Control (슬라이딩 모드 제어기법을 이용한 3차원 유연날개 돌풍응답 제어)

  • Lee, Sang-Wook;Suk, Jinyoung
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2013.10a
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    • pp.220-225
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    • 2013
  • In this study, active control system using sliding mode control method is presented to achieve the gust response alleviation of a three-dimensional flexible wing model. For this purpose, aeroservoelastic model which is composed of aeroelastic plant, control surface actuator model, and gust model depicting the atmospheric turbulence is formulated in the state space. The aerodynamic force generated by the motion of a trailing edge control surface of a flexible wing is made use of as control means. An active control system combining state feedback sliding mode controller and state estimator based on measured responses such as wing tip acceleration and wing root strain is designed for gust response alleviation of a flexible wing aeroservoelastic model. The performance of the controller designed is demonstrated via numerical simulation for the representative flexible wing model under gust loading conditions.

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Actrve Suspension Control using aFrequency-Shaped Performance Index (주파수 형태의 성능지수를 고려한 능동형 현가장치 제어)

  • 김희수;기창두;황원걸
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1993.10a
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    • pp.299-304
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    • 1993
  • A 1/4 car model(2 DOF system) is employed to evaluate the performance included a quadratic cost functional in frequency domain. The design procedure of feedback control to optimize the performance index results in a modified Linear-Quadratic-Gaussian problem and cultivates a quite simple control algorithm. Computer simulation result is shown that the LQG method using frequency shaped performance index is outstanding in ride comfort and its response converges to the steady state very rapidly in comparison with the known passive suspension, classical design methods LQR/ and LQG.

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Linear Quadratic Control with Pole Placement for an Automotive Active Suspension System (극점배치기능을 갖는 LQ제어기 설계 및 자동차 능동 현가장치 제어에의 응용)

  • 최재원;서영봉;유완석
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1995.10a
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    • pp.513-517
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    • 1995
  • In this paper, a relation of matrix Q in cost function to distances between the closed-loop and open-loop poles of a multi input controllable systems is studied. Futhmore, the state feedback gain with exact desired eigenvalues in the LQR is computed. The proposed scheme is applied to designing automotive active suspension control system for a half-car model and its performance is compared with the existing LQR control system design methodology.

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Quadcopter Hovering Control Using Deep Learning (딥러닝을 이용한 쿼드콥터의 호버링 제어)

  • Choi, Sung-Yug
    • Journal of the Korean Society of Industry Convergence
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    • v.23 no.2_2
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    • pp.263-270
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    • 2020
  • In this paper, In this paper, we describe the UAV system using image processing for autonomous quadcopters, where they can apply logistics, rescue work etc. we propose high-speed hovering height and posture control method based on state feedback control with CNN from camera because we can get image of the information only every 30ms. Finally, we show the advantages of proposed method by simulations and experiments.

Robust Stability and Disturbance Attenuation for a Class of Uncertain Singularly Perturbed Systems

  • Karimi, H.R.;Yazdanpanah, M.J.
    • Transactions on Control, Automation and Systems Engineering
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    • v.3 no.3
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    • pp.164-169
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    • 2001
  • This paper considers the problem of robust stabilization and disturbance attenuation for a class of uncertain singularly perturbed systems with norm-bounded nonlinear uncertainties. It is shown that the state feedback gain matrices can be determined to guarantee the stability of the closed-loop system for all $\varepsilon$$\in$(0, $\infty$). Based on this key result and some standard Riccati inequality approaches for robust control of singularly perturbed systems, a constructive design procedure is developed.

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