• 제목/요약/키워드: On-Line Parameter Estimation

검색결과 129건 처리시간 0.03초

Door opening control using the multi-fingered robotic hand for the indoor service robot PSR

  • Rhee, Chang-Ju;Shim, Young-Bo;Chung, Woo-Jin;Kim, Mun-Sang;Park, Jong-Hyun
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.1093-1098
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    • 2003
  • In this paper, a practical methodology of hand-manipulator motion coordination for indoor service robot is introduced. This paper describes the procedures of opening door performed by service robot as a noticeable example of motion coordination. This paper presents well-structured framework for hand-manipulator motion coordination, which includes intelligent sensor data interpretation, object shape estimation, optimal grasping, on-line motion planning and behavior-based task execution. This proposed approach is focused on how to integrate the respective functions in harmony and enable the robot to complete its operation under the limitation of usable resources. As a practical example of implementation, the successful experimental results in opening door whose geometric parameters are unknown beforehand are provided.

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A Speed Control of Stepping Motor Using a Self-Tuning Regulator

  • Kim, Young-Tae;Kim, Sei-Yoon
    • 조명전기설비학회논문지
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    • 제23권11호
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    • pp.69-75
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    • 2009
  • In this paper, a self-tuning regulator for a speed control of a permanent magnet type stepping motor is proposed. The self-tuning theory provides a nonlinear modeling of a stepping motor drive system and can provide the controller with information regarding the reference variation and parameter variation of the stepping motor through the on-line estimation. The proposed self-tuning regulator organize the positive feedback loop and IP(Integral-Proportional) type. Therefore, the proposed self-tuning regulator has a robust control capabilities during dynamic operation. The availability of the proposed controller is verified through experimental results.

매개변수 추정에 의한 유도전동기의 적응 벡터제어 (Adaptive Vector Control for Induction Motor Using Parameter Estimation)

  • 이윤종;김회준;오원석;김영민
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1990년도 하계학술대회 논문집
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    • pp.363-366
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    • 1990
  • In the indirect vector control method, the rotor resistance variation caused by operating temperature change is an undesirable nature. A new adaptation algorithm to compensate for the rotor resistance change based on the on-line estimation of field vector which requires the measurements of stator voltage and rotor speed is presented in this paper. Also minimum variance controller is presented for the adaptive control performance. This algorithm has been tested by simulating the induction machine using a digital computer and the results are discussed.

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신뢰성 확률지의 전산화에 관한 연구 (Ⅵ) (Studies on the Computerization of Reliability Paper (Ⅵ))

  • 정수일
    • 산업경영시스템학회지
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    • 제22권50호
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    • pp.373-380
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    • 1999
  • This paper summerizes the former 5 papers that studied computer programming for the estimation of the Weibull, Extreme value, Hazard, Normal and Log-normal parameters which have a close relation with the reliability of the various kinds of industrial products. Probability paper is very commonly used in estimating the parameters, however, it is very hard to neglect the errors in plotting the data, and especially in drawing the regression line. The main purpose of this paper is to reduce these errors and to help the engineers to use the parameters in improving the reliability of their prod- ucts. The following parts are included in the computer programming with the em- phases on significant digits and rounding of numerical values : $\bullet$ data input part for various cases $\bullet$ parameter estimation part $\bullet$ printing part for input data $\bullet$ printing part for the results $\bullet$ printing part for the graphic(probability paper). And the running results(monitor displays) of the program for a fictitious example of Weibull distribution is given for the interested ones.

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부하변동을 보상한 유도전동기 신경망 속도 제어기 (Load variation Compensated Neural Network Speed Controller for Induction Motor Drives)

  • 오원석;조규민;김희준;신태현;김영태
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2002년도 하계학술대회 논문집 B
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    • pp.1137-1139
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    • 2002
  • In this paper, recurrent artificial neural network (RNN) based self tuning speed controller is proposed for the high performance drives of induction motor. RNN provides a nonlinear modeling of motor drive system and could give the information of the load variation, system noise and parameter variation of induction motor to the controller through the on-line estimated weights of corresponding RNN. Thus, proposed self tuning controller can change gains of the controller according to system conditions. The gain is composed with the weights of RNN. For the on-line estimation of the weights of RNN, extended kalman filter (EKF) algorithm is used. Self tuning controller that is adequate for the speed control of induction motor is designed. The availability of the proposed controller is verified through the MATLAB simulation with the comparison of conventional PI controller.

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MRAC 기법과 좌표변환을 이용한 PWM 인버터 구동 PMSM의 데드타임 보상기법 (Dead Time Compensation Scheme for a PWM Inverter-fed PMSM Drive Using MRAC Scheme and Coordinate Transformation)

  • 김경화
    • 조명전기설비학회논문지
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    • 제26권1호
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    • pp.29-37
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    • 2012
  • A simple and effective dead time compensation scheme for a PWM inverter-fed permanent magnet synchronous motor (PMSM) drive using the model reference adaptive control (MRAC) and coordinate transformation is presented. The basic concept is to first transform a time-varying disturbance caused by the dead time and inverter nonlinearity into unknown constant or slowly-varying one by the coordinate transformation, and then use the MRAC design technique to estimate this parameter in the stationary reference frame. Since the MRAC scheme is a suitable way of estimating such a parameter, the control performance can be significantly improved as compared with the conventional observer-based method tracking time-varying parameters. In the proposed scheme, the disturbance voltage caused by the dead time is effectively estimated and compensated by on-line basis without any additional circuits nor existing disadvantages as in the conventional methods. The asymptotic stability is proved and the effectiveness of the proposed scheme is verified.

정방형 교정 frame을 이용한 카메라의 교정 파라메타 추정에 관한 연구 (A study on the calibration parameter estimation of camera using square calibration frame)

  • 최성구;노도환
    • 전자공학회논문지B
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    • 제33B권7호
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    • pp.127-137
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    • 1996
  • The 3-dimensional measurement using stereo vision system must achieve a camera calibration. So far, the 3-dimensional calibration technique that uses two-dimensional grid papar and a non-linear least square method has been developed and tested. But, this method is inefficient because it has many calculation procedure and a non-linear analysis. Therefore, this paper proposed the projective geometric method which produced the calibration parameter by vanishing point. The vanishing point is producted by a cross ratio and a parallel line pairs. The results of the computer simulation show utility of the proposed method.

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컴퓨터 수치제어 선반에서의 진원통도 보상제어 (Compensatory cylindricity control of the C.N.C. turing process)

  • 강민식;이종원
    • 대한기계학회논문집
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    • 제12권4호
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    • pp.694-704
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    • 1988
  • 본 연구에서는 현장에서 흔히 수행되는 가공 후(post-process) 측정만을 이용 한 단일절삭(single-pass)으로써 공작물이 원하는 일정한 직경을 유지할 수 있다는 것 을 실험을 통해 검증해 보이고자 한다. 이와 같은 방식은 이미 보오링 작업 중 보오 링바의 노출 길이 변화에 따른 가공면의 내경 오차를 없애주기 위한 방법으로써 제시 된 바 있다. 즉 반복 최소 자승법(recursive least squares)으로 미리 가정된 절삭 조건과 공작물 처짐 사이의 관계식과 관련된 계수를 가공 후에 가공 공작물의 표면 측 정으로 매 번보정(update)시켜 줌으로써 일정 직경을 얻기위한 절삭조건을 결정하고자 한다.

IMM 알고리듬의 모드 계수 갱신 방법을 통한 레이돔 굴절률 추정 (Radome Slope Estimation using Mode Parameter Renewal Method of IMM Algorithm)

  • 김영모;백주훈
    • 한국전자통신학회논문지
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    • 제12권5호
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    • pp.763-770
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    • 2017
  • 항공기 전면에 장착되는 레이돔은 표적을 탐색 및 추적하는 데에 있어서 기동 중에 발생하는 다양한 이유로 굴절오차를 야기할 수 있다. 이러한 굴절오차는 마이크로파 탐색기가 허상표적을 탐지하고 있는 것을 의미한다. 3차원 공간상에서 항공기에 장착된 레이돔의 굴절률을 추정하는 목적으로 일반적으로 알려진 상호작용 다중모델(Interactive Multiple Model, IMM) 알고리듬을 적용한다. 하지만, 레이돔 굴절률과 같은 불확실한 시스템 모델의 계수를 추정할 수 있음에도 예측값의 범위를 벗어날 때에는 추정 성능을 보장할 수 없다. 본 논문에서는 레이돔 굴절률의 예측값을 IMM 알고리듬의 모드 계수로 두고 예측값을 갱신하는 방법을 제안하며, 제안한 방법의 레이돔 굴절률 추정 성능을 확인한다.

실시간 가중 회기최소자승법을 사용한 익일 부하예측 (Real-Time Building Load Prediction by the On-Line Weighted Recursive Least Square Method)

  • 한도영;이재무
    • 설비공학논문집
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    • 제12권6호
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    • pp.609-615
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    • 2000
  • The energy conservation is one of the most important issues in recent years. Especially, the energy conservation through improved control strategies is one of the most highly possible area to be implemented in the near future. The energy conservation of the ice storage system can be accomplished through the improved control strategies. A real time building load prediction algorithm was developed. The expected highest and the lowest outdoor temperature of the next day were used to estimate the next day outdoor temperature profile. The measured dry bulb temperature and the measured building load were used to estimate system parameters by using the on-line weighted recursive least square method. The estimated hourly outdoor temperatures and the estimated hourly system parameters were used to predict the next day hourly building loads. In order to see the effectiveness of the building load prediction algorithm, two different types of building models were selected and analysed. The simulation results show less than 1% in error for the prediction of the next day building loads. Therefore, this algorithm may successfully be used for the development of improved control algorithms of the ice storage system.

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