• 제목/요약/키워드: Electrical parameter estimation

검색결과 556건 처리시간 0.041초

A Coupled Recursive Total Least Squares-Based Online Parameter Estimation for PMSM

  • Wang, Yangding;Xu, Shen;Huang, Hai;Guo, Yiping;Jin, Hai
    • Journal of Electrical Engineering and Technology
    • /
    • 제13권6호
    • /
    • pp.2344-2353
    • /
    • 2018
  • A coupled recursive total least squares (CRTLS) algorithm is proposed for parameter estimation of permanent magnet synchronous machines (PMSMs). TLS considers the errors of both input variables and output ones, and thus achieves more accurate estimates than standard least squares method does. The proposed algorithm consists of two recursive total least squares (RTLS) algorithms for the d-axis subsystem and q-axis subsystem respectively. The incremental singular value decomposition (SVD) for the RTLS obtained by an approximate calculation with less computation. The performance of the CRTLS is demonstrated by simulation and experimental results.

추가 보정항을 이용한 시변 시스템의 기준 모델 적응 제어 (Model Reference Adaptive Control of a Linear Time-Varying System with an Additional Compensation Term)

  • 이동현;윤태웅
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2002년도 합동 추계학술대회 논문집 정보 및 제어부문
    • /
    • pp.54-57
    • /
    • 2002
  • In this paper model reference adaptive control (MRAC) of linear time-varying(LTV) systems is considered. MRAC for a linear time invariant(LTI) system does not assure the boundedness of the output and parameter estimation errors in the presence of time variations of the parameters. However, changing the adaptive laws such as use of $\sigma$-modification can result in the boundedness of the output and parameter estimation errors[5]. Together with the $\sigma$-modification in the adaptive law, we also modify the control law by adding an additional term to the standard control law. The additional term leads to smaller bounds of the output and parameter estimation errors when compared to the case where only the standard control law is applied.

  • PDF

정상상태시 유도전동기의 등가회로 및 정수산정에 관한 연구 (A Study on the Equivalent Circuit and Parameter Estimation of I.M for Steady state.)

  • 백수현;김용
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 1988년도 전기.전자공학 학술대회 논문집
    • /
    • pp.80-82
    • /
    • 1988
  • This paper proposed a new equivalent circuit and parameter estimation for I.M, which is different from T type and L type equivalent circuits. By using this circuit, we can analyze the torque of I.M, such as seperately exited D.C Motor, further more, we think that this equivalent circuit is effective to the vector control system for I.M.

  • PDF

Real-Time Identification and Estimation of Transformer Tap Ratios Containing Errors

  • Kim, Hongrae;Kwon, Hyung-Seok
    • KIEE International Transactions on Power Engineering
    • /
    • 제2A권3호
    • /
    • pp.109-113
    • /
    • 2002
  • This paper addresses the issue of parameter error identification and estimation in electric power systems. Parameter error identification and estimation is carried out as a part of the state estimation. A two stage estimation procedure is used to detect and identify parameter errors. Suspected parameters are identified by the WLAV state estimator in the first stage. A new WLAV state estimator adding suspected system parameters in the state vector is used to estimate the exact values of parameters. Supporting examples are given by using the IEEE 14 bus system.

Measurement-based Estimation of the Composite Load Model Parameters

  • Kim, Byoung-Ho;Kim, Hong-Rae
    • Journal of Electrical Engineering and Technology
    • /
    • 제7권6호
    • /
    • pp.845-851
    • /
    • 2012
  • Power system loads have a significant impact on a system. Although it is difficult to precisely describe loads in a mathematical model, accurately modeling them is important for a system analysis. The traditional load modeling method is based on the load components of a bus. Recently, the load modeling method based on measurements from a system has been introduced and developed by researchers. The two major components of a load modeling problem are determining the mathematical model for the target system and estimating the parameters of the determined model. We use the composite load model, which has both static and dynamic load characteristics. The ZIP model and the induction motor model are used for the static and dynamic load models, respectively. In this work, we propose the measurement-based parameter estimation method for the composite load model. The test system and related measurements are obtained using transient security assessment tool(TSAT) simulation program and PSS/E. The parameter estimation is then verified using these measurements. Cases are tested and verified using the sample system and its related measurements.

Performance Improvement of Slotless SPMSM Position Sensorless Control in Very Low-Speed Region

  • Iwata, Takurou;Morimoto, Shigeo;Inoue, Yukinori;Sanada, Masayuki
    • Journal of international Conference on Electrical Machines and Systems
    • /
    • 제2권2호
    • /
    • pp.184-189
    • /
    • 2013
  • This paper proposes a method for improving the performance of a position sensorless control system for a slotless surface permanent magnet synchronous motor (SPMSM) in a very low-speed region. In position sensorless control based on a motor model, accurate motor parameters are required because parameter errors would affect position estimation accuracy. Therefore, online parameter identification is applied in the proposed system. The error between the reference voltage and the voltage applied to the motor is also affect position estimation accuracy and stability, thus it is compensated to ensure accuracy and stability of the sensorless control system. In this study, two voltage error compensation methods are used, and the effects of the compensation methods are discussed. The performance of the proposed sensorless control method is evaluated by experimental results.

연속적인 신호에서 고속 파라미터 추정과 시각화 방법 (A Method of Visualization and Fast Estimation of Parameter in Continuous Time Signal)

  • 김헌태;심관식;남해곤;최준호;임영철;김의선
    • 조명전기설비학회논문지
    • /
    • 제24권8호
    • /
    • pp.84-93
    • /
    • 2010
  • 이 논문은 이산신호가 연속적으로 입력될 때, 이산신호에서 고속으로 파라미터를 추정하고, 그 결과를 시각화하는 방법에 대해서 기술하고 있다. 이 논문은 이산푸리에변환에서 직접 파라미터를 추정하는 고속파라미터 추정 알고리즘을 적용하여 연속신호에서 파라미터를 추정하고, 추정한 중요 파라미터들을 효율적으로 시각화하는 방법에 대해서 기술하고 있다. 이 논문에서 제안한 연속신호에 대한 저주파 파라미터 추정방법을 3개의 모드를 가진 시험함수에 적용하여 제안한 알고리즘과 시각화의 효율성을 검증하였다.

잡음환경에서 UKF를 이용한 원격센서시스템의 파라메타 추정 (Noisy Parameter Estimation of Noisy Passive Telemetry Sensor System using Unscented Kalman Filter)

  • 김경엽;유동국;최우진;이관태;이준탁
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2006년도 제37회 하계학술대회 논문집 D
    • /
    • pp.1787-1788
    • /
    • 2006
  • In this paper, a noisy passive telemetry sensor system using Unscented Kalman Filter (UKF) is proposed. To overcome these trouble problems such as a power limitation and a estimation complexity that the general passive telemetry sensor system including IC chip has, the principle of inductive coupling was applied to the modelling of a passive telemetry sensor system (PTSS) and its noisy capacitive parameter was estimated by the UKF algorithm. Specialty, to show the effective tracking performance of the UKF, we compared with the tracking performance of Recursive Least Square Estimation (RLSE) using linearization

  • PDF

A Novel Sliding Mode Observer for State of Charge Estimation of EV Lithium Batteries

  • Chen, Qiaoyan;Jiang, Jiuchun;Liu, Sijia;Zhang, Caiping
    • Journal of Power Electronics
    • /
    • 제16권3호
    • /
    • pp.1131-1140
    • /
    • 2016
  • A simple design for a sliding mode observer is proposed for EV lithium battery SOC estimation in this paper. The proposed observer does not have the limiting conditions of existing observers. Compared to the design of previous sliding mode observers, the new observer does not require a solving matrix equation and it does not need many observers for all of the state components. As a result, it is simple in terms of calculations and convenient for engineering applications. The new observer is suitable for both time-variant and time-invariant models of battery SOC estimation, and the robustness of the new observer is proved by Liapunov stability theorem. Battery tests are performed with simulated FUDS cycles. The proposed observer is used for the SOC estimation on both unchanging parameter and changing parameter models. The estimation results show that the new observer is robust and that the estimation precision can be improved base on a more accurate battery model.

첩 신호 파라메터 추정 기반 통신 케이블 고장점 탐지에 관한 연구 (Communication Cable Fault Localization Based on Chirp Signal Parameter Estimation)

  • 이춘구;한슬기;박진배;윤태성
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 2009년도 제40회 하계학술대회
    • /
    • pp.1782_1783
    • /
    • 2009
  • Reflectometry that has been used to localize faults on a cable is introduced. One of the key point of reflectometry is finding time delay between the incident and reflected signals. In this paper, we propose new reflectometry that use Gaussian enveloped linear chirp signal, and use Kalman filter to estimate frequency rate parameter of the chirp signal. From the estimated frequency rate parameter, we can measure the time delay. In a simulation assuming open ended cable, the proposed method is proved to give a good estimation results.

  • PDF