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

검색결과 129건 처리시간 0.026초

Measurement-based Static Load Modeling Using the PMU data Installed on the University Load

  • Han, Sang-Wook;Kim, Ji-Hun;Lee, Byong-Jun;Song, Hwa-Chang;Kim, Hong-Rae;Shin, Jeong-Hoon;Kim, Tae-Kyun
    • Journal of Electrical Engineering and Technology
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    • 제7권5호
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    • pp.653-658
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    • 2012
  • Load modeling has a significant influence on power system analysis and control. In recent years, measurement-based load modeling has been widely practiced. In the load modeling algorithm, the model structure is determined and the parameters of the established model are estimated. For parameter estimation, least-squares optimization method is applied. The model parameters are estimated so that the error between the measured values and the predicted values is to be minimized. By introducing sliding window concept, on-line load modeling method can be performed which reflects the dynamic behaviors of loads in real-time. For the purpose of data acquisition, the measurement system including PMU is implemented in university level. In this paper, case studies are performed using real PMU data from Korea Univ. and Seoul National University of Science and Technology. The performances of modeling real and reactive power behaviors using exponential and ZIP load model are evaluated.

엔드밀링 공정에서 극점배치 구속적응제어 시스템 (A Pole-Assignment ACC System in the Peripheral End Milling Process)

  • 정성종
    • 한국생산제조학회지
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    • 제5권2호
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    • pp.63-72
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    • 1996
  • In order to regulate the cutting force at a desired level during peripheral end milling processes a feedrate override Adaptive Control Constraint (ACC) system was developed. The feedrate override function was accomplished through a development of programmable machine controller (PMC) interface technique on the NC controller, Nonlinear model of the cutting process was linearized as an adaptive model with a time varying process parameter. An integral type estimator was introduced for on-line estimation of the cutting process parameter, Zero order hold digital control methodology which uses pole-assignment concept for tuning of PI controllers was applied for the ACC system. Performance of the ACC system wsa confirmed on the vertical machining center equipped with fanuc OMC through a large amount of experiment.

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지중 열교환기 보어홀에서의 유효 열전도도 및 열저항 산정 (Evaluation of Effective Thermal Conductivity and Thermal Resistance in Ground Heat Exchanger Boreholes)

  • 손병후;신현준;박성구
    • 설비공학논문집
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    • 제17권8호
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    • pp.695-703
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    • 2005
  • The objective of this study is to determine the effective thermal conductivity and thermal resistance values in test boreholes with three different fill materials. To evaluate these heat transfer properties, in-situ tests on four vertical boreholes were conducted by adding a monitored amount of heat to water over various test lengths. Two parameter estimation models, line-source and numerical one-dimensional models, for evaluation of thermal response test data were compared when applied on the same four data sets. Results show that the average thermal conductivity deviation between measured data and these two models is in the range of $3.03\%$ to $4.45\%$. The effect of increasing grout thermal conductivity from 1.34 to 1.82 $W/m^{\circ}C$ resulted in overall increases in effective formation thermal conductivity by $11.1\%$ to $51.9\%$ and reductions in borehole thermal resistance by $11.6\%$ to $26.1\%$.

Development of Composite Load Models of Power Systems using On-line Measurement Data

  • Choi Byoung-Kon;Chiang Hsiao Dong;Li Yinhong;Chen Yung Tien;Huang Der Hua;Lauby Mark G.
    • Journal of Electrical Engineering and Technology
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    • 제1권2호
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    • pp.161-169
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    • 2006
  • Load representation has a significant impact on power system analysis and control results. In this paper, composite load models are developed based on on-line measurement data from a practical power system. Three types of static-dynamic load models are derived: general ZIP-induction motor model, Exponential-induction motor model and Z-induction motor model. For the dynamic induction motor model, two different third-order induction motor models are studied. The performances in modeling real and reactive power behaviors by composite load models are compared with other dynamic load models in terms of relative mismatch error. In addition, numerical consideration of ill-conditioned parameters is addressed based on trajectory sensitivity. Numerical studies indicate that the developed composite load models can accurately capture the dynamic behaviors of loads during disturbance.

관개저수지의 홍수유입량 예측 (Forecasting the Flood Inflow into Irrigation Reservoir)

  • 문종필;엄민용;박철동;김태얼
    • 한국농공학회:학술대회논문집
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    • 한국농공학회 1999년도 Proceedings of the 1999 Annual Conference The Korean Society of Agricutural Engineers
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    • pp.512-518
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    • 1999
  • Recently rainfall and water evel are monitored via on -line system in real-time bases. We applied the on-line system to get the rainfall and waterlevel data for the development of the real-time flood forecasting model based on SCS method in hourly bases. Main parameters for the model calibration are concentration time of flood and soil moisture condition in the watershed. Other parameters of the model are based on SCS TR-%% and DAWAST model. Simplex method is used for promoting the accuracy of parameter estimation. The basic concept of the model is minimizing the error range between forcasted flood inflow and actual flood inflow, and accurately forecasting the flood discharge some hours in advance depending on the concentration time. The flood forecasting model developed was applied to the Yedang and Topjung reservoir.

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디젤기관의 on-line 파라미터 추정에 의한 적응 속도제어 (An Adaptive Speed Control of a Diesel Engine by Means of the On-line Parameter Estimate)

  • 유희한;하주식
    • Journal of Advanced Marine Engineering and Technology
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    • 제20권4호
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    • pp.20-26
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    • 1996
  • Recently, for the speed control of a diesel engine, some methods using the modern control theory such as LQ control technique, or $\textit{H}_{\infty}$control theory etc., have been reported. However, most of speed controlers of a diesel engine ever developed are still using the PID control algorithm. And, as another approach to the speed control of a diesel engine, the authors proposed already a new method to adjust the parameters of the PID controller by a model matching method. In the previous paper, the authors confirmed that the proposed new method is superior to Ziegler & Nichols's method through the analysis of results of the digital simulations under the assumption that the parameters of a diesel engine are known exactly. But, actually, it is very difficult to find out the value of parameters of a diesel engine accurately. And the parameters of a diesel engine are changigng according to the operating condition of a diesel engine. So, in this paper, a method to estimate the parameters of the PID controller for the speed control of a diesel engine by means of the model matching method are proposed. Also, the digital simulations are carried out in cases either with or without measurement noise. And this paper confirms that the proposed method here is superior to Ziegler & Nichols's method through the analysis of the characteristics of indicial responses.

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자세추적 실험을 통한 인공위성 편대비행 테스트베드의 예비 성능분석 (Preliminary Performance Analysis of Satellite Formation Flying Testbed by Attitude Tracking Experiment)

  • 은영호;박찬덕;박상영
    • 한국항공우주학회지
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    • 제44권5호
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    • pp.416-422
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    • 2016
  • 본 논문에서는 연세대학교 천문우주학과 우주비행제어연구실에서 개발 중인 인공위성 편대비행 테스트베드에 대한 예비 성능분석 결과를 제시하였다. 동역학 모델에 포함되지 않은 동특성과 측정 잡음 등에 의한 불확실성의 영향을 받는 반작용 휠의 응답 성능을 향상시키기 위하여 간단한 1차 선형시스템을 기준 모델로 하는 적응제어기를 설계하였다. 또한 자세 측정값에 잡음이 포함된 환경에서도 원활한 제어를 수행하기 위해 최소제곱법 기반의 실시간 파라미터 추정기법을 이용하여 관성모멘트를 추정하였다. 수치 시뮬레이션과 하드웨어 실험을 통해 설계된 모델 기준 적응제어기의 적합성과 향후 적용가능성을 검토하였고, 전 시간에 걸친 자세 추적오차가 $0.25^{\circ}$ 이내에 머무는 것을 확인하였다. 하지만 하드웨어 실험을 통해 드러난 제어 입력에 대한 데드존의 영향을 줄이기 위해서는 인공위성 시뮬레이터의 설계 변경이 필요하다고 판단된다.

다중 파라메터를 이용한 동적 수축시 허리 근육 피로 측정에 관한 연구 (A Study on the Measurement of Back Muscle Fatigue During Dynamic Contraction Using Multiple Parameters)

  • 윤중근;정철기;여송필;김성환
    • 대한전기학회논문지:시스템및제어부문D
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    • 제55권7호
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    • pp.344-351
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    • 2006
  • The fatigue of back muscle in the repetitive lifting motion was studied using multiple parameters(FFT_MDF, RMS, 2C, NT) in this study. Recent developments in the time-frequency analysis procedures to compute the IMDF(instantaneous median frequency) were utilized to overcome the nonstationarity of EMG signal using Cohen-Posch distribution. But the above method has a lot of computation time because of its complexity. So, in this study, FFT_MDF(median frequency estimation based on FFT) algorithm was used for median frequency estimation of back muscle EMG signal during muscle work in uniform velocity portion of lumbar movement. The analysis period of EMG signal was determined by using the run test and lumbar movement angle in dynamic task, such as lifting. Results showed that FFT_MDF algorithm is well suited for the estimation of back muscle fatigue from the view point of computation time. The negative slope of a regression line fitted to the median frequency values of back muscle EMG signal was taken as an indication of muscle fatigue. The slope of muscle fatigueness with FFT_MDF method shows the similarity of 77.8% comparing with CP_MDF(median frequency estimation based on Cohen Posch distribution) method.

저속영역에서 속도검출기가 없는 유도전동기의 강인성 적응제어 시스템 (Robust Adaptive Control System for Induction Motor Drive Without Speed Sensor at Low Speed)

  • 김민회
    • 한국산업융합학회 논문집
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    • 제2권2호
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    • pp.91-102
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    • 1999
  • The paper describes a robust adaptive control algorithm for induction motor drive without speed sensor at low speed range. The control algorithm use only current sensors in a space vector pulse width modulation within loop control with rotor speed estimation and voltage source inverter. On-line rotor speed estimation is based on utilizing parallel model reference adaptive control system. MRAC of the modified flux model for flux and rotor speed estimator uses dual-adaptation mechanism, ${\omega}_r$ and ${\omega}_e$ scheme. The estimated flux components in the model can be compensated from the effects of offset errors on pure integrals. It can be compensated to the parameter variations and torque fluctuation with speed estimation in less then 10 rad/sec. In a simulation, the proposed induction motor control algorithm without speed sensor at very low speed range are shown to operate very well in spite of variable rotor time constant and fluctuating load without change the controller parameters. The suggested control strategy and estimation method have been validated by simulation study, and it proposed the designed system for the implementation using TI320C31 DSP/ASIC controller.

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Phellinus linteus WI-001 발효에 배양공정 parameter의 온라인 분석 (On-line Analysis of Phellinus linteus WI-001 Fermentation Parameters.)

  • 김종래;권호균;전계택;이계관
    • 한국미생물·생명공학회지
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    • 제28권5호
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    • pp.298-302
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    • 2000
  • Fermentation parameters were estimated by use of a vent gas analyzer coupled to a computer data acquisition system in cultivation of Phellinus linteus WI-001, pro-ducer of polysaccharides known to have potent anticancer activities. Oxygen uptake rate(OUR), a critical indicator of the cells activities, was calculated by applying oxygen mass balance. In addition, by dividing the oxygen uptake rate hy the total oxygen consumed, on-line estimation of the cells specific growth rate was successfully done. It was also possible to estimate cell concentration directly bt use of oxygen-cell yield($Y_{x/o}$ ) which was obtained based on a correlation between cell growth and total oxygen consumed.

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