• Title/Summary/Keyword: nonlinear experiments

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A Tracking Control of the Hydraulic Servo System Using the Neuro-Fuzzy Controller (뉴로-퍼지 제어기를 이용한 유압서보시스템의 추적제어)

  • Park, Geun-Seok;Lim, Jun-Young;Kang, E-Sok
    • Journal of Institute of Control, Robotics and Systems
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    • v.7 no.6
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    • pp.509-517
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    • 2001
  • To deal with non-linearities and time-varying characteristics of hydraulic systems, in this paper, the neuro-fuzzy controller has been introduced. This controller does not require and accurate mathematical model for the nonlinear factor. In order to solve general fuzzy inference problems, the input membership function and fuzzy reasoning rules are used for determining the controller parameters. These parameters are determined by using the learning algorithm. The control performance of the neuro-fuzzy controller is evaluated through a series of experiments for the various types of inputs while applying disturbances to the hydraulic system. The performance of this controller was compared with those of PID and PD controllers. From these results, We observe be said that the position tracking performance of neuro-fuzzy is better those of PID and PD controllers.

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3 Dimensional Position Estimation for Eye-in-Hand Robot Vision (Eye-in-Hand 로보트 비젼을 이용한 3차원 위치 정보의 추정)

  • Jang, Won;Kim, Kyung-Jin;Chung, Myung-Jin;Bien, Zeungnam
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.26 no.8
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    • pp.1152-1160
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    • 1989
  • This paper describes a 3 dimensional position estimation method for a eye-in-hand robot vision system. The camera is mounted on the tip of a robot manipulator, and moves without restriction. Sequences of images are considered simultaneously for nonlinear least-square formation, and the best estimation of the 3 dimensional position is searched by the Simplex search algorithm. The experiments show that the proposed method can provide fairly accurate position information, while the robot is executing a given task.

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A STUDY ON CONVERGENCE OF EXTENDED LEAP-FROGGING NEWTON'S METHOD LOCATING MULTIPLE ZEROS

  • Geum, Young Hee
    • Journal of the Chungcheong Mathematical Society
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    • v.22 no.2
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    • pp.217-227
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    • 2009
  • Assuming that a given nonlinear function f : $\mathbf{R}{\rightarrow}\mathbf{R}$ has a zero $\alpha$with integer multiplicity $m{\geq}1$ and is sufficiently smooth in a small neighborhood of $\alpha$, we define extended leap-frogging Newton's method. We investigate the order of convergence and the asymptotic error constant of the proposed method as a function of multiplicity m. Numerical experiments for various test functions show a satisfactory agreement with the theory presented in this paper and are throughly verified via Mathematica programming with its high-precision computability.

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A soldering station controller for two types heater (이종의 인두기 히터를 제어하는 솔더링 스테이션)

  • Oh, Kab-suk
    • Journal of Power System Engineering
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    • v.19 no.3
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    • pp.48-54
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    • 2015
  • This paper introduced a design method of soldering station that can control two types of soldering iron heater. At design time, to distinguish two types of soldering iron heater the voltage divider rule has been applied, and the distinguished resistor is inserted to handler of soldering iron to prevent misuse by users. And an algorithm to design a PID controllers is proposed. The proposed controllers parameter which can be easily realized, and are designed by using the input output data from systems, and have outstanding ability making the output response of nonlinear systems similar to the desired one. Temperature control experiments were performed to verify the ability of the suggested controller. As a result, suggested PID controller followed the desired ones, and one soldering station can control the various type of soldering irons in real time.

Micro-scale Vibration Phenomena in a Linear Motion Guide Having Rolling Elements (구름 요소를 사용하는 LM 가이드에서의 마이크로스케일 진동현상)

  • 이용섭;김윤영;최재석;유정훈;이동진;이석원
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2004.05a
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    • pp.332-336
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    • 2004
  • To position precision machines accurately, linear motion (LM) guides having rolling elements can be used. For ultra-accurate positioning control of the precision machines, the understanding of the dynamic behavior of the LM guide at the macro and/or micro scales is most critical, but the research on this subject is rare. The objective of the present research is to observe the vibration phenomena of the LM guide. Bails are used as the rolling elements in this work. Several experiments show the nonlinear characteristics of the LM guide such as hysteresis behavior and force-dependent natural frequencies phenomena.

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Free Vibration of Mannequins and Car Seat System (마네킹과 자동차 시트 시스템의 진동 해석)

  • Kim, Seong-Keol;Lee, Jae-Hyung;Park, Ki-Hong;Lee, Sin-Young;Davies, Patricia;Bajaj, Anil K.
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2000.06a
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    • pp.1621-1626
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    • 2000
  • A simplified modeling approach for occupied car seats was demonstrated to be feasible. The model, consisting of interconnected masses, springs and dampers, was initially broken down into subsystems and experiments conducted to determine approximate values for model parameters. A short study of the effect of changing model parameters on natural frequencies, mode shapes and resonance locations in frequency response functions was given, highlighting the influence of particular model parameters on features in the mannequin's vibration response. Good agreement between experimental and simulation frequency response estimates was obtained. Future work should include optimization of parameter estimates, the inclusion of viscoelastic and nonlinear elements in addition to the linear springs and dampers, and finally extensions to a 3D model.

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Dynamic Model and Analysis of a Vacuum Circuit Breaker Mechanism for High-Speed Closing and Opening Simulations (고속 개폐 시뮬레이션을 위한 진공 회로차단기의 동적 모델 및 해석)

  • An, Gil-Yeong;Kim, Su-Hyeon
    • Journal of the Korean Society for Precision Engineering
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    • v.19 no.10
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    • pp.163-170
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    • 2002
  • The dynamic model of a high-speed vacuum circuit breaker mechanism with spring-actuated cam and linkage is derived to simulate the high-speed closing and opening operations. Its validation for an analysis of high-speed motion behavior is checked through experiments. The characteristics of the friction on the camshaft are investigated using the nonlinear pendulum experiment. The parameters of the friction model are estimated using the optimization technique. The analysis exhibits that the friction of the pendulum depends on stick-slip, Stribeck effect and viscous damping. Comparing simulation results with actual responses using a high-speed camera, the appropriateness of derived dynamic models for the rapid closing and opening operations is shown. The spring motion, which has much influence on the closing responses, is observed.

퍼지 제어기를 이용한 모형 헬리콥터의 제어에 관한 연구

  • 신광근;오준호
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1992.04a
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    • pp.173-177
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    • 1992
  • The Helicopter has a lot of flight modes. The most characteristic flight mode is Hovering. It enables the helicopter to be used in many situations. However, a helicopter has nonlinear dynamics so its mathematical modeling is very difficult. Hence it is not easy to control helicopter in hover. In this paper, RC model helicopter is selected as a plant. To stabilize the behavior of RC model helicopter, Fuzzy alogrithm is used as a controller and one camera is used as a sensor. To get proper Information from camera Image, three characteristic points are attatched to the helicopter and a position recognition algorithm is developed. Experiments are performed to stabilize 3 rotational motions synchronousely with fuzzy control algorithm. As a result, Fuzzy control represents better performances than the conventional PID control.

Compensation of the Uncertain Time Delays Using a Predictive Controller (예측제어기를 이용한 불확실한 시간지연 보상)

  • 허화라;이장명
    • Proceedings of the IEEK Conference
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    • 2002.06e
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    • pp.13-16
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    • 2002
  • In this paper, we newly propose a predictor model which is a method to overcome the time-varying delay in a system and we verify that the predictor model is well suited for the time-delayed system and improves the stability a lot through the experiments. The proposed predict compensator compensates uncertain time delays and minimizes variance of system performance. Therefore it is suitable for the control of uncertain systems and nonlinear systems that are difficult to be modeled. The simulation conditions are set for the cases of various input time delays and simulations are applied for the 2-axis robot arms which are drawing a circle on the plane. Conclusively, the proposed predict compensator represents stable properties regardless of the time delay. As a future research, we suggest to develope a robust control algorithm to compensate the random time delay which occurs in the tole-operated systems.

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A Novel Estimation of State Voltage for the Sensorless Control of Induction Motors (속도센서 없는 유도전동기 제어를 위한 고정자 전압 추정)

  • Lim, Hong-Sun;Lee, Sang-Hoon;Ha, In-Joong;Hong, Bok-Young;Chang, Sang-Don
    • Proceedings of the KIEE Conference
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    • 1997.11a
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    • pp.471-475
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    • 1997
  • PWM-VSI based ac-drives have high nonlinearity due to dead-time in the inverter and the voltage drop across the switching devices. In this paper, we introduced a new nonlinear model of PWM-VSl including parastic capacitor and also showed validity of the model by circuit simulations and experiments. Furthermore, we proposed an on-line identification algorithm for the uncertain model parameters.

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