• 제목/요약/키워드: $H_2$/$H_{\infty}$ Control

검색결과 238건 처리시간 0.023초

SVM을 이용한 $H_{\infty}$ 제어의 강인성 향상에 관한 연구 (A Study on Robustness Improvement of $H_{\infty}$ Control Using SVM)

  • 김민찬;윤성식;박승규;안호균;곽군평;윤태성
    • 한국정보통신학회논문지
    • /
    • 제12권2호
    • /
    • pp.276-281
    • /
    • 2008
  • 본 논문에서는 SVM(Support Vector Machine)을 이용하여 공칭 시스템의 동특성을 갖는 슬라이딩 평면 설계기법을 제안한다. 전형적인 슬라이딩 모드에서 슬라이딩 평면의 차수는 시스템의 차수보다 낮은 차수를 갖기 때문에 슬라이딩 평면은 $H_{\infty}$ 제어기의 동특성을 가질 수 없다. 그러므로 이 문제를 해결하기 위해서는 추가적인 상태들이 정의되어야 한다. 본 논문에서는 추가적인 상태를 정의하지 않고 SVM을 이용하여 공칭 시스템의 동특성을 가질 수 있는 슬라이딩 평면의 설계기법을 제안한다. 이 설계기법은 먼저 $H_{\infty}$ 제어기에 의해서 제어되는 공칭시스템의 상태들 간에 SVM을 이용하여 그 관계를 정립하며. 이를 바탕으로 새로운 슬라이딩 평면을 설계하며 이 평면은 $H_{\infty}$ 제어 시스템 특성을 가진다. 그 결과 파라미터 불확실성이 존재하더라도 제안된 제어기는 $H_{\infty}$ 제어기에 의해서 제어되는 공칭 시스템의 동특성을 가질 수 있다.

Modeling and Vibration Control of High-rise Buildings Using $H_2$ and TEX>$H_\infty$ Control Theories

  • Hayase, Minoru;Arifin, Muhidin;Moran, Antonio;Shimakage, Masayasu
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 1994년도 Proceedings of the Korea Automatic Control Conference, 9th (KACC) ; Taejeon, Korea; 17-20 Oct. 1994
    • /
    • pp.123-128
    • /
    • 1994
  • This paper analyzes the dynamical modeling of high-rise building and the design of control systems for suppressing undesired vibrational motion at the top of the building originated by natural disturbances such as earthquakes, wind, etc. The control system is designed according to H$_{2}$ and H$_{\infty}$ robust control theories. The performance of the building with H$_{\infty}$ controller is analyzed in the time and frequency domains and the vibration isolation and robustness properties of H$_{\infty}$ and H$_{2}$ control systems are examined and compared. The design procedure, structure and properties of H$_{\infty}$ controllers are analyzed.zed.

  • PDF

$H_2$/H$\infty$$\mu$이론을 이용한 유연 빔의 위치제어 (Robust Positioning Control of a Flexible beam using $H_2/H_{\infty}$ and $\mu$-theory)

  • 최연욱
    • 융합신호처리학회논문지
    • /
    • 제2권1호
    • /
    • pp.101-107
    • /
    • 2001
  • 본 연구는 유연한 빔의 위치를 제어하기 위한 강인한 제어기 설계를 위한 하나의 방법으로서 혼합 $H_2/H_{\infty}$$\mu$이론을 이용한 하나의 방법을 제시하고 있다. 먼저 제어기의 설계를 위한 유연한 빔의 수식모델을 얻기 위해 해석적인 방법과 실험을 통한 방법을 적용하였다. 이 결과로서 강인한 제어기의 설계를 위해 필요한 불확실성의 영역에 대한 정확한 정보를 얻을 수 있다. 다음, 혼합 $H_2/H_{\infty}$ 이론을 상기모델에 적용하여 강인한 제어기를 설계하고, 여기에 $\mu$이론을 적용하여 일반적으로 혼합 $H_{\infty}$ 제어기가 가질 수 있는 보수성을 완화시킨다 마지막으로 Simulation과 실험을 통하여 설계된 제어기의 유효성을 보인다.

  • PDF

$H_{2}$/$H_{\infty}$ 강인제어기 설계에 관한 연구-다항식 접근방법 (A study on the design of $H_{2}$/$H_{\infty}$ robust controller-polynomial approach)

  • 박승규;송대원
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 1996년도 한국자동제어학술회의논문집(국내학술편); 포항공과대학교, 포항; 24-26 Oct. 1996
    • /
    • pp.751-753
    • /
    • 1996
  • The $H_{2}$/$H_{\infty}$ robust controller is designed by using polynomial approach. This controller can minimise a $H_{2}$ norm of error under the fixed bound of $H_{\infty}$ norm of mixed sensitivity function by employing the Youla parameterization and using polynomial approach at the same time. It is easy to apply this controller to adaptive system.

  • PDF

미지 부하 질량을 갖는 유연 링크 로봇의 $H_{\infty}$ 자기 동조 제어 ($H_{\infty}$ Self-Tuning Control of a Flexible Link Robot with Unknown Payload)

  • 한기봉;이시복
    • 한국정밀공학회지
    • /
    • 제14권2호
    • /
    • pp.160-168
    • /
    • 1997
  • A $H_{\infty}$self-tuning control scheme for the tip position of a flexible link robot handling unknown loads is presented here. The scheme essentially comprises a recursive least-squares identification algorithm and $H_{\infty}$self-tunning controller. The $H_{\infty}$control low is designed to be robust to uncertain parameters and the self-tunning action provides adaption to unknown parameters. Through numerical study, the performance comparison of the $H_{\infty}$self-tuning controller with a constant gain $H_{\infty}$controller as well as a LQG self-tuning controller clearly shows its superior ability in handling load changes in quiescent states.nt states.

  • PDF

H$\infty$ Control for Linear Systems with Time-Varying Delayed States, Control Inputs, and Measurement Outputs

  • Jeung, Eun-Tae;Kwon, Sung-Ha;Kim, Jong-Hae;Park, Hong-Bae
    • Transactions on Control, Automation and Systems Engineering
    • /
    • 제1권2호
    • /
    • pp.106-112
    • /
    • 1999
  • This paper presents an H$\infty$ controller design method for linear systems with time-varying delayed states, inputs, and measurement outputs. Using a Lyapounov unctional , the stability for delay systems is discussed independently of time delays . And a sufficient condition for the existence of H$\infty$ controllers of n-th order is given in terms of three matrix inequalities. Based on the positive-definite solutions of their matrix inequalities, we briefly explain how to construct H$\infty$ construct H$\infty$ controller, which stabilizes time-delay systems independently of delays and guarantees an H$\infty$ norm bound.

  • PDF

시간지연 시스템에 대한 혼합 $H_2$/$H_{\infty}$ 출력궤환 제어기 설계 (Mixed $H_2$/$H_{\infty}$ Output Feedback Controller Design for Time-Delayed System)

  • 양혜진;김종해;조용철;박흥배
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 제어로봇시스템학회 2000년도 제15차 학술회의논문집
    • /
    • pp.331-331
    • /
    • 2000
  • This paper presents the mixed $H_2/H_{\infty}$ output feedback controIler design method for linear systems with delayed state. The objective is to design the output feedback controller which minimizes the H$_2$-norm of one transfer function while ensuring the H$_{\infty}$-norm of the other is held below a chosen level. When objective is tormulated in terms of a common Lyapunov function, the sufficient conditions of existence of mixed $H_2/H_{\infty}$ controller are given in terms of LMIs. terms of LMIs.

  • PDF

[ $H_2/H_{\infty}$ ] FIR Filters for Discrete-time State Space Models

  • Lee Young-Sam;Han Soo-Hee;Kwon Wook-Hyun
    • International Journal of Control, Automation, and Systems
    • /
    • 제4권5호
    • /
    • pp.645-652
    • /
    • 2006
  • In this paper a new type of filter, called the $H_2/H_{\infty}$ FIR filter, is proposed for discrete-time state space signal models. The proposed filter requires linearity, unbiased property, FIR structure, and independence of the initial state information in addition to the performance criteria in both $H_2$ and $H_{infty}$ sense. It is shown that $H_2,\;H_{\infty}$, and $H_2/H_{\infty}$ FIR filter design problems can be converted into convex programming problems via linear matrix inequalities (LMIs) with a linear equality constraint. Simulation studies illustrate that the proposed FIR filter is more robust against temporary uncertainties and has faster convergence than the conventional IIR filters.

ROBUST MIXED $H_2/H_{\infty}$ GUARANTEED COST CONTROL OF UNCERTAIN STOCHASTIC NEUTRAL SYSTEMS

  • Mao, Weihua;Deng, Feiqi;Wan, Anhua
    • Journal of applied mathematics & informatics
    • /
    • 제30권5_6호
    • /
    • pp.699-717
    • /
    • 2012
  • In this paper, we deal with the robust mixed $H_2/H_{\infty}$ guaranteed-cost control problem involving uncertain neutral stochastic distributed delay systems. More precisely, the aim of this problem is to design a robust mixed $H_2/H_{\infty}$ guaranteed-cost controller such that the close-loop system is stochastic mean-square exponentially stable, and an $H_2$ performance measure upper bound is guaranteed, for a prescribed $H_{\infty}$ attenuation level ${\gamma}$. Therefore, the fast convergence can be fulfilled and the proposed controller is more appealing in engineering practice. Based on the Lyapunov-Krasovskii functional theory, new delay-dependent sufficient criteria are proposed to guarantee the existence of a desired robust mixed $H_2/H_{\infty}$ guaranteed cost controller, which are derived in terms of linear matrix inequalities(LMIs). Furthermore, the design problem of the optimal robust mixed $H_2/H_{\infty}$ guaranteed cost controller, which minimized an $H_2$ performance measure upper bound, is transformed into a convex optimization problem with LMIs constraints. Finally, two simulation examples illustrate the design procedure and verify the expected control performance.

[ $H_{\infty}$ ] Control of 2-D Discrete State Delay Systems

  • Xu Jianming;Yu Li
    • International Journal of Control, Automation, and Systems
    • /
    • 제4권4호
    • /
    • pp.516-523
    • /
    • 2006
  • This paper is concerned with the $H_{\infty}$ control problem of 2-D discrete state delay systems described by the Roesser model. The condition for the system to have a specified $H_{\infty}$ performance is derived via the linear matrix inequality (LMI) approach. Furthermore, a design procedure for $H_{\infty}$ state feedback controllers is given by solving a certain LMI. The design problem of optimal $H_{\infty}$ controllers is formulated as a convex optimization problem, which can be solved by existing convex optimization techniques. Simulation results are presented to illustrate the effectiveness of the proposed results.