• Title/Summary/Keyword: linear perturbation

검색결과 320건 처리시간 0.033초

Numerical Investigations in Choosing the Number of Principal Components in Principal Component Regression - CASE I

  • Shin, Jae-Kyoung;Moon, Sung-Ho
    • Journal of the Korean Data and Information Science Society
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    • 제8권2호
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    • pp.127-134
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    • 1997
  • A method is proposed for the choice of the number of principal components in principal component regression based on the predicted error sum of squares. To do this, we approximately evaluate that statistic using a linear approximation based on the perturbation expansion. In this paper, we apply the proposed method to various data sets and discuss some properties in choosing the number of principal components in principal component regression.

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A study on the model follwing adaptive control system of industrial robtoic manipulatior for factory automation

  • Han, Sung-Hyun;Lee, Man-Hyung
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1988년도 한국자동제어학술회의논문집(국제학술편); 한국전력공사연수원, 서울; 21-22 Oct. 1988
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    • pp.993-998
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    • 1988
  • Adaptive control system has evolved as an attempt to avoid degradation of the dynamic performance of a control system when environmental variations occurs. While the feedback control system is oriented toward the elimination of the effect of state perturbations, the adaptive control system is oriented toward the elimination of the effect of structural perturbation, upon the performances of the control system. The model reference adaptive controller is utilized in velocity loop controller for positioning and tracking is designed based on the linear decoupled dynamics.

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극점감도를 고려한 비선형 시스팀의 강인한 제어 (Robust control of nonlinear system by using pole sensitivity)

  • 서병설;강진식;임동균
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1991년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 22-24 Oct. 1991
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    • pp.185-190
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    • 1991
  • In this paper, we present a method of analising a system with nonlinear parameter by pole sensitivity defined by the rate of pole movement with respect of non-linear parameter variation. Pole sensitivity give us not only the rate of pole movement but also the directional information. We present a method of design of a state feedback for a system with nonlinear system parameter by considering the pole sensitivity and show that the suggested method guarantee the stability robustness for a system with nonlinear parameter, parameter perturbation and urimodelled dynamics.

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로봇 매니플레이터의 집중 적응 제어에 관한 연구 (A sturdy on centralized adaptive control of robot manipulator)

  • 박성기;홍규장;이상철;정찬수
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1988년도 한국자동제어학술회의논문집(국내학술편); 한국전력공사연수원, 서울; 21-22 Oct. 1988
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    • pp.45-49
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    • 1988
  • This paper presents a centralized adaptive control scheme based on perturbation equations in the vicinity of a desired trajectory,which are used to design a feedback control about the desired trajectory. This adaptive control scheme reduces the manipulator control problem from a nonlinear control to controlling a linear control system about a desried trajectory. Computer simulation studies of a two-joint manipulator are performed on a IBM-PC to illustrate the performance of this adaptive control scheme.

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페루프 극점의 견실성 해석 (Robustness Analysis of Closed-Loop Poles)

  • 이정문;남부희
    • 산업기술연구
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    • 제11권
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    • pp.107-114
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    • 1991
  • This paper deals with the robustness of closed-loop poles of a linear time-invariant system with uncertain parameters. A new method is presented to calculate the perturbation of a pole-located region due to parameter uncertainties. A method to calculate allowable bounds on parameter uncertainties is also presented to retain closed-loop poles in a specified region. Based on Lyapunov equations and norm operations, they provide useful measures on the robustness of closed-loop poles. An example is given to illustrate proposed methods.

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Nonlinear Phenomena In Resonant Excitation of Flexural-Gravity Waves

  • Marchenko, Aleksey
    • Journal of Ship and Ocean Technology
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    • 제7권3호
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    • pp.1-12
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    • 2003
  • The influence of nonlinear phenomena on the behavior of stationary forced flexural-gravity waves on the surface of deep water is investigated, when the perturbation of external pressure moves with near-resonant velocity. It is shown that there are three branches of bounded stationary solutions turning into asymptotic solutions of the linear problem with zero initial conditions. For the first time ice sheet destruction by turbulent fluctuations of atmosphere pressure in ice adjacent layer in wind conditions is studied.

A nonlinear Study for the Schlogl Models with some Kinds of External Input. I.

  • Moon H. Ryu;Dong J. Lee;Il D. Kim
    • Bulletin of the Korean Chemical Society
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    • 제12권4호
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    • pp.383-387
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    • 1991
  • A new perturbation theory called as star expansion method is used to obtain the nonlinear retarded solution of the Schlogl models with some kinds of external input. The approximate nonlinear solutions are compared with the exact solution, linear solutions, and those obtained by the Feynman method.

A Simple Method to Make the Quadruple Tank System Near Linear

  • Lee, Jietae;Kyoung, Inhyun;Heo, Jea Pil;Park, YoungSu;Lim, Yugyeong;Kim, Dong Hyun;Lee, Yongjeh;Yang, Dae Ryook
    • Korean Chemical Engineering Research
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    • 제55권6호
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    • pp.767-770
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    • 2017
  • Quadruple tank liquid level systems are popular in testing multivariable control systems for multivariable processes with positive or negative zeros. The liquid level system is nonlinear and it will help to illustrate the robustness of control systems. However, due to nonlinearity, it can be cumbersome to obtain process parameters for testing linear control systems. Perturbation sizes are limited for valid linearized process models, requiring level sensors with high precision. A simple method where the outlet orifice is replaced to a long tube is proposed here. The effluent flow rate becomes proportional to the liquid level due to the friction loss of long tube and the liquid level system shows near linear dynamics. It is applied to the quadruple tank system for easier experiments.

다층상구조물의 강인 진동제어에 관한 연구 (A Study of Robust Vibration Control for a Multi-Layer Structure)

  • 김창화;정병건;정해종
    • Journal of Advanced Marine Engineering and Technology
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    • 제33권8호
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    • pp.1212-1219
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    • 2009
  • 본 연구에서는 실용설계의 새로운 도구로써 제어계의 강인성, 성능, 안정성 등의 설계지침을 정량화하기 쉽고 해가 효율적으로 구해져 주목받는 선형행렬부등식을 이용하여 강인한 LMI 제어기를 설계한다. 우선 다층상 구조물의 진동제어를 위해 수학적 모델링을 행하고 적분형 서보계를 적용한 LMI 제어 기법으로 상태 피드백 제어칙을 설계한다. 다음으로 설계한 제어칙으로 시스템 불확실성의 변동에 대해 시간영역의 설계사양을 고려한 경우와 고려하지 않은 경우에 대하여 시뮬레이션을 행하고 실제 적용 가능성을 검토한다.

확률적 불확실성을 갖는 선형 연속 시간 시스템의 고유구조 지정제어 (Eigenstructure Assignment Control for Linear Continuous-Time Systems with Probabilistic Uncertainties)

  • 서영봉;최재원
    • 제어로봇시스템학회논문지
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    • 제10권2호
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    • pp.145-152
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    • 2004
  • In this paper, an S(stochastic)-eigenvalue and its corresponding S-eigenvector concept for linear continuous-time systems with probabilistic uncertainties are proposed. The proposed concept is concerned with the perturbation of eigenvalues due to the stochastic variable parameters in the dynamic model of a plant. An S-eigenstructure assignment scheme via the Sylvester equation approach based on the S-eigenvalue/-eigenvector concept is also proposed. The proposed control design scheme based on the proposed concept is applied to a longitudinal dynamics of an open-loop-unstable aircraft with possible uncertainties in aerodynamic and thrust effects as well as separate dynamic pressure effects. These results explicitly characterize how S-eigenvalues in the complex plane may impose stability on the system.