• Title/Summary/Keyword: parameter function

Search Result 2,972, Processing Time 0.027 seconds

Use of Higher Order Frequency Response Functions for Non-Linear Parameter Estimation (고차 주파수응답함수를 이용한 비선형 시스템의 매개변수 추정)

  • 이건명
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
    • /
    • 1994.10a
    • /
    • pp.40-45
    • /
    • 1994
  • 기계시스템의 비선형특성 해석을 위하여 여러가지 방법이 활용되고 있는데, 이들은 Nyquist 선도의 찌그러짐(distortion), Hilbert 변환, 복원력면(restoring force surface), NARMAX, 고차 주파수응답함수(higher order frequency response function), DPE(direct parameter estimation)를 이용한 방법등이다. 이들중 고차 FRF(frequency response function)는 그 개념이 선형시스템의 FRF와 유사하여 비선형시스템의 해석방법으로서 주목을 받고 있으나 아직은 고차 FRF의 특성에 대한 이론적 연구 단계이고, 고차 FRF로부터 비선형특성을 정량적으로 해석하는 연구는 거의 이루어지지 않고 있다. 다항식으로 표시되는 비선형성을 갖는 시스템이 정현파가진을 받을 때 그 응답의 가진주파수 성분은 가진력진폭과 고차 FRF의 무한급수로 나타낼 수 있다. 가진력의 진폭을 변화시켜가며 응답을 측정하고, 고차항을 무시하면 고차 FRF의 값을 근사적으로 구할 수 있다. 고차 FRF는 비선형 시스템의 매개변수의 식으로 나타낼 수 있으므로 이로부터 비선형 매개변수를 추정할 수 있다. 본 논문에서는 비선형강성과 비선형감쇠를 갖는 1자유도 시뮬레이션 시스템에 이 매개변수 추정법을 각각 적용함으로써 이 방법의 가능성을 고찰하였다.

  • PDF

A design of Fuzzy PI+Fuzzy D Controller for Control of 3 Phase Induction Motor (3상 유도모터의 제어를 위한 퍼지 PI+퍼지 D 제어기의 구현)

  • Choo, Yeon-Gyu;Lee, Kwang-Seok;Kim, Hyun-Deok;Kim, Seung-Cheol
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2007.06a
    • /
    • pp.713-716
    • /
    • 2007
  • In this paper, we consider one of robust control system, fuzzy PI+fuzzy D controller dealing with noise, load, changed parameters of plant. We apply PI+D controller with a design for output of differential function and, we plan fuzzy controller with input for PID parameter of PI+D controller so We design control system meet with the change of environment with robust in relation to change of parameter. Fuzzy control is possessed of easy 4 rules and membership function and We design fuzzy PI+fuzzy D controller. Plant of this paper make a choice of 3 phase induction motor.

  • PDF

A Position Control of Induction Motor using Optimized Fuzzy Controller (최적 퍼지제어기를 이용한 유도모터의 위치제어)

  • Choo, Yeon-Gyu;Kang, Shin-Chul;Lee, Chang-Ho;Kim, Jong-Jin
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2007.06a
    • /
    • pp.732-735
    • /
    • 2007
  • Recently the control of induction motor for position control has been extensively studied. The representative method is PIDA controller proposed by Jung&Dorf. By designed PIDA controller' parameter had large value. Moreover, this method is very analyze, so that, not adapted controller parameter in disturbance. Besides using generalize fuzzy controller. Because input and output membership function is linguistic type, therefore system response is very slow. So, in this paper we used optimized fuzzy controller. Optimized fuzzy controller is output membership function is unity value. The controller performance was estimated applied to induction motor' position control.

  • PDF

A Study on the Design of Adaptive $H_{\infty}$ sub INF Controller-Polynomial Approach (적응 $H_{\infty}$ 제어기의 설계에 관한 연구 - 다항식 접근방법)

  • Kim, Min-Chan;Park, Seung-Kyu;Kim, Tae-Won;Ahn, Ho-Gyun
    • The Transactions of the Korean Institute of Electrical Engineers D
    • /
    • v.51 no.4
    • /
    • pp.129-136
    • /
    • 2002
  • This paper presents a $H_{\infty}$ robust controller with parameter estimation in polynomial approach. For good performance of a uncertain system, the parameters are estimated by RLS algorithm. The controller minimizes the sum of $H_{\infty}$ norm between sensitivity function and complementary sensitivity function by employing the Youla parameterization and polynomial approach at the same time. A numerical example and its simulation results are given to show the validity of the proposed controller.

Robust D-Stability and D-Stabilization of Dynamic Interval Systems

  • Mao, Wei-Jie;Chu, Jian
    • International Journal of Control, Automation, and Systems
    • /
    • v.5 no.5
    • /
    • pp.594-600
    • /
    • 2007
  • A sufficient condition for the robust D-stability of dynamic interval systems is proposed in this paper. This D-stability condition is based on a parameter-dependent Lyapunov function obtained from the feasibility of a set of matrix inequalities defined at a series of partial-vertex-based interval matrices other than the total vertex matrices as previous results. This condition is also extended to the robust D-stabilization problem of dynamic interval systems, which supplies an effective synthesis procedure for any LMI D-region. The proposed conditions can be simplified to a set of LMIs, which can be solved by efficient interior point methods in polynomial time.

Dynamic Performance Improvement of Oscillating Linear Motors via Efficient Parameter Identification

  • Kim, Gyu-Sik;Jeon, Jin-Yong;Yim, Chung-Hyuk
    • Journal of Power Electronics
    • /
    • v.10 no.1
    • /
    • pp.58-64
    • /
    • 2010
  • In this paper, the dynamic performance of oscillating linear motors, which are used in household refrigerators, is improved by means of efficient parameter identification. Oscillating linear motor parameters are identified as a function of the piston position and the motor current. They are stored in a ROM table and used later for an accurate estimation of piston position. The identified motor parameters are also approximated to the $2^{nd}$-order surface functions, which are divided into 2 or 4 subsections in order to decrease identification errors. Experimental results are given to show that the proposed control scheme can provide oscillating linear motors with high dynamic performance.

Adaptive Fuzzy Controller Design Using Pole Assignment Compansator (극배치 보상기를 가진 적응 퍼지 제어기의 설계)

  • Choi, Chang-Ho;Hong, Dae-Seung;Ryu, Chang-Wan;Jeon, Sang-Yeong;Yim, Wha-Yeong
    • Proceedings of the KIEE Conference
    • /
    • 1999.07b
    • /
    • pp.862-864
    • /
    • 1999
  • Adaptive Fuzzy control system is very powerful in nonlinear system, but That system require exactly membership function and parameter. If the membership function and parameter are not exact, the system will generate chattering. Using the Pole assignment compensator can remove the chattering and steepest descent method can reduce the convergence time. In this Paper, this algorithm applicate to the Inverted pendulum, so save proof of algorithm that is to be vigorous.

  • PDF

Implementation of self-tuning PlD-Controller based on predictive control technique (예측 제어기법을 이용한 자기동조 PID 제어기의 구현)

  • Yu, Y.W.;Kim, J.M.;Kim, S.J.;Lee, C.K.
    • Proceedings of the KIEE Conference
    • /
    • 1992.07a
    • /
    • pp.333-336
    • /
    • 1992
  • In this paper, We propose a PID-type of self-tuning algorithm which is based on the parameter estimation and the minimization of the cost function. We use the CARIMA model for parameter estimation and determine the discrete PID controller parameters by minimizing the cost function which considers the quadratic deviations of the predicted output over the set-point as well as the control efforts. Also, The algorithm is extended by incorporating constraints of the control signal. Simulations are performed to illustrate the efficiency of the proposed method.

  • PDF

Improved algorithm for learning speed by using the slope of activation function (활성화함수의 기울기를 이용한 수렴속도 개선 알고리듬)

  • Kim, D.K.;Lee, S.H.;Kim, B.S.;Kwon, H.Y.
    • Proceedings of the KIEE Conference
    • /
    • 1992.07a
    • /
    • pp.480-483
    • /
    • 1992
  • Although the back-propagation(BP) algorithm is widely used for its simple structure and easy learning method, it has a drawback of slow convergence rate. In this paper, we propose an algorithm to improve this problem by manipulating the slope parameter of the activation function. The steepest descent method is used in learning the slope parameter, as in the case of weight. The simulation shows that the learning rates of the proposed algorithm is faster than the conventional BP algorithm.

  • PDF

Development of Kinematic Calibration System for a Parallel-typed Machining Center Tool (병렬기구형 공작기계의 보정 시스템 개발)

  • Kim, Tae-Sung;Park, Kun-Woo;Yoon, Tae-Sung;Lee, Min-Ki
    • Proceedings of the KSME Conference
    • /
    • 2001.11a
    • /
    • pp.521-526
    • /
    • 2001
  • This research develops a low-cost and high accurate kinematic calibration method for a parallel typed machining center tool. A planar table is used for a mechanical fixture restricting the platform to place at the constrained pose and a low-cost and high accurate digital indicator is employed for a device checking if the constrained movement is satisfied within the established range. The kinematic parameters calibrated with respect to a single plane aren't influenced from the misalignment of the plane. A parameter observability is successfully obtained even through one planar constraint, which guarantees that the kinematic parameters is estimated by minimizing the cost function.

  • PDF