• Title/Summary/Keyword: identification experiment

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Improvement of Low Speed Operation of Electric Machine Using ROELO for Inertia Identification (확장 루엔버거 관측기를 이용한 전동기의 저속 성능 향상)

  • Lee, Kyo-Bum;Song, Joong-Ho;Choi, Ik;Yoo, Ji-Yoon
    • The Transactions of the Korean Institute of Power Electronics
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    • v.9 no.3
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    • pp.231-239
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    • 2004
  • A new scheme to estimate the moment of inertia in the motor drive system in very low speed is proposed in this paper. The simple estimation scheme, which is usually used in most servo system for low speed operation, is sensitive to the variation of the machine parameter, especially the moment of inertia. To estimate the motor inertia value, Reduced-Order Extended Luenberger Observer (ROELO) is applied. The effectiveness of the proposed inertia identification method using the RORLO is verified by simulation and experiment.

A Study on Transfer Function Identification of Plate Activity Vibration System using MATLAB (MATLAB을 이용한 평판능동진동시스템의 전달함수 식별에 관한 연구)

  • Lee, Jea-Ho;Kim, Joon-Kook;Kim, Yi-Cheal;Park, Ki-Heon
    • Proceedings of the KIEE Conference
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    • 2004.11c
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    • pp.678-680
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    • 2004
  • In many cases the systems are so complex that it is not possible to obtain reasonable models using physical laws. Also a model based on physical laws contains a number of unknown parameters even if the structure is derived from physical laws. These problems can be solved by system identification. In this paper, plate activity vibration is selected as an example for system identification. The transfer functions of this system is derived by using ARMAX based on input/output data through experiment.

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Identification and Control of a Electro-Hydraulic Servo System Using a Direct Drive Valve (압력제어용 DDV를 이용한 전기.유압 서보시스템의 식별 및 제어)

  • 이창돈;이상훈;곽동훈;이진걸
    • Journal of Institute of Control, Robotics and Systems
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    • v.9 no.2
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    • pp.124-130
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    • 2003
  • The electro-hydraulic servo system with a servo valve is applied widely in force control. However, the composition of control system using a servo valve is difficult due to nonlinearities in the servo valve, such as square-root terms in flow equation. The electro-hydraulic servo system using a DDV(Direct Drive Valve) instead of a servo valve was proposed and it's characteristics was estimated. The DDV and whole system are modelled by parameter identification using the input-and-output data, then the models are verified by the comparison of simulation with experiment. Also, the state feedback controller has been designed based on this model, then the performance of the electro-hydraulic force servo system using a DDV is evaluated by simulation and experimental results.

Tracking of Person Walking Pattern and Trajectory Following with 2D Laser Scanner (레이저 스케너 센서기반 보행패턴 인식 및 경로추적)

  • Jin, Taeseok
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.67 no.7
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    • pp.903-909
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    • 2018
  • We propose laser scanner sensor system based walking pattern and tracking method of multiple human. This system uses laser scanners sensors and is applicable to wide and crowded area such as hospital and medical care center. The primary objective of this research is to promote the development of robust, repeatable and transferable software for security system that can automatically detect, track and follow people in public area. We developed the method of human identification for this system. Our method is following: 1. Best-walking pattern data are obtained by the help of human position and direction data obtained by laser scanners. 2. Human identification is conducted by calculating the correlation between the step length of walking human. It becomes possible to conduct human identification even in crowded scenes by estimating the movements of waling human' feet are periodic. In the experiment in the station, some effectiveness of this method became clear.

Nonlinear Parameter Identification of Partial Rotor Rub Based on Experiment

  • Choi, Yeon-Sun
    • Journal of Mechanical Science and Technology
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    • v.18 no.11
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    • pp.1969-1977
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    • 2004
  • To model and understand the physics of partial rub, a nonlinear rotor model is sought by applying a nonlinear parameter identification technique to the experimental data. The results show that the nonlinear terms of damping and stiffness should be included to model partial rotor rub. Especially, the impact and friction during the contact between rotor and stator are tried to explain with a nonlinear model on the basis of experimental data. The estimated nonlinear model shows good agreements between the numerical and the experimental results in its orbit. Also, the estimated nonlinear model could explain the backward whirling orbit and jump phenomenon, which are the typical phenomena of partial rub.

Haptic Contour Following and Feature Detection with a Contact Location Display (접촉점 표시를 통한 윤곽선 추적 및 돌기 형상 탐지)

  • Park, Jaeyoung;Provancher, William R.;Johnson, David E.;Tan, Hong Z.
    • The Journal of Korea Robotics Society
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    • v.8 no.3
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    • pp.206-216
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    • 2013
  • We investigate the role of contact location information on the perception of local features during contour following in a virtual environment. An absolute identification experiment is conducted under force-alone and force-plus-contact-location conditions to investigate the effect of the contact location information. The results show that the participants identify the local features significantly better in terms of higher information transfer for the force-plus-contact-location condition, while no significant difference was found for measures of the efficacy of contour following between the two conditions. Further data analyses indicate that the improved identification of local features with contact location information is due to the improved identification of small surface features.

A Study on System Identification of Nano-scale Stage Using Capacitive Sensor (정전용량 센서를 이용한 나노급 이송장치의 시스템 식별에 관한 연구)

  • Lee, Jea-Ho;Kim, Seung-Hyun;Jung, Joon-Hong;Park, Ki-Heon
    • Proceedings of the KIEE Conference
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    • 2005.07d
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    • pp.2537-2539
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    • 2005
  • In many cases the systems are so complex that it is not possible to obtain reasonable models using physical laws. Also a model based on physical laws contains a number of unknown parameters even if the structure is derived from physical laws. These problems can be solved by system identification. In this paper, a nano stage system is selected as an example for system identification. The transfer functions of this system is derived by using state-space model structure based on input/output data through experiment.

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A Study on Transfer Function Identification of Plate Activity Vibration System (평판 능동 진동 시스템의 전달함수 식별에 관한 연구)

  • Lee, Jea-Ho;Ahn, Jae-Hong;Kang, Ki-Won;Park, Ki-Heon
    • Proceedings of the KIEE Conference
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    • 2004.07d
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    • pp.2317-2319
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    • 2004
  • In many cases the systems are so complex that it is not possible to obtain reasonable models using physical laws. Also a model based on physical laws contains a number of unknown parameters even if the structure is derived from physical laws. These problems can be solved by system identification. In this paper, plate activity vibration is selected as an example for system identification. the transfer functions of this system is derived by using ARMAX based on input/output data through experiment.

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Identification and Control of Position Control System for Electro-Hydraulic Actuator (EHA) (EHA(Electro-Hydrostatic Actuator) 위치제어 시스템의 모델링 및 제어)

  • Park, Y.H.;Park, S.H.
    • Journal of Power System Engineering
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    • v.15 no.2
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    • pp.69-77
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    • 2011
  • In this paper, an optimal PID sliding mode controller is proposed for the position control of electro-hydrostatic actuator(ERA) systems with system uncertainties and saturation in the motor. An ERA prototype is developed and system modeling and parameter identification are executed. Then, optimal PID and optimal anti-windup PID controller are designed based on identified system model by using optimization toolbox in MA TLAB/Simulink and the performance of the two control systems are compared by experiment. It was found that the optimal anti-windup PID control system has better performance than the optimal anti-windup PID control system.

Identification of reinforced concrete beam-like structures subjected to distributed damage from experimental static measurements

  • Lakshmanan, N.;Raghuprasad, B.K.;Muthumani, K.;Gopalakrishnan, N.;Basu, D.
    • Computers and Concrete
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    • v.5 no.1
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    • pp.37-60
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    • 2008
  • Structural health monitoring of existing infrastructure is currently an important field of research, where elaborate experimental programs and advanced analytical methods are used in identifying the current state of health of critical and important structures. The paper outlines two methods of system identification of beam-like reinforced concrete structures representing bridges, through static measurements, in a distributed damage scenario. The first one is similar to the stiffness method, re-cast and the second one to flexibility method. A least square error (LSE) based solution method is used for the estimation of flexural rigidities and damages of simply supported, cantilever and propped cantilever beam from the measured deformation values. The performance of both methods in the presence of measurement errors is demonstrated. An experiment on an un-symmetrically damaged simply supported reinforced concrete beam is used to validate the developed method. A method for damage prognosis is demonstrated using a generalized, indeterminate, propped cantilever beam.