• 제목/요약/키워드: Torque Estimation

검색결과 388건 처리시간 0.027초

적응학습 퍼지-신경회로망에 의한 IPMSM의 최대토크 제어 (Maximum Torque Control of IPMSM with Adoptive Leaning Fuzzy-Neural Network)

  • 정동화;고재섭;최정식
    • 조명전기설비학회논문지
    • /
    • 제21권5호
    • /
    • pp.32-43
    • /
    • 2007
  • IPMSM은 하중에 비하여 고출력으로 인하여 전기자동차에 널리 보급되고 있다. 본 논문은 적응 학습 퍼지-신경회로망과 ANN을 이용한 IPMSM드라이브의 최대토크 제어를 제시한다. 이러한 제어 방법은 인버터의 정격전류 및 전압값의 범위를 고려한 전속도 영역에 적용 된다. 본 논문은 적응학습 퍼지-신경회로망을 이용하여 IPMSM의 속도제어와 ANN을 이용하여 속도를 추정을 제시한다. 신경회로망의 역전파 알고리즘은 전동기 속도의 실시간 추정을 제시하는데 사용된다. 제시된 제어 알고리즘은 적응학습 퍼지-신경회로망과 ANN 제어기를 IPMSM 드라이브에 적용된다. 최대토크에 의해 제어된 동작 특성은 세부적으로 실험한다. 또한 본 논문은 적응 학습 퍼지 신경회로망과 ANN의 효과를 결과 분석을 통해 제시한다.

Critical Characteristics Estimation of a Large-Scale HTS Wind Turbine Generator Using a Performance Evaluation System

  • Kim, Taewon;Woo, Sang-Kyun;Kim, Changhyun
    • KEPCO Journal on Electric Power and Energy
    • /
    • 제5권3호
    • /
    • pp.229-233
    • /
    • 2019
  • Large-scale High Temperature Superconducting (HTS) wind power generators suffer from high electromagnetic force and high torque due to their high current density and low rotational speed. Therefore, the torque and Lorentz force of HTS wind power generators should be carefully investigated. In this paper, we proposed a Performance Evaluation System (PES) to physically test the structural stability of HTS coils with high torque before fabricating the generator. The PES is composed of the part of a pole-pair of the HTS generator for estimating the characteristic of the HTS coil. The 10 MW HTS generator and PES were analyzed using a 3D finite element method software. The performance of the HTS coil was evaluated by comparing the magnetic field distributions, the output power, and torque values of the 10 MW HTS generator and the PES. The magnetic flux densities, output power, and torque values of the HTS coils in the PES were the same as a pole-pair of the 10 MW HTS generator. Therefore, the PES-based evaluation method proposed in this paper can be used to estimate the critical characteristics of the HTS generator under high magnetic field and high torque before manufacturing the HTS wind turbines. These results will be used effectively to research and manufacture large-scale HTS wind turbine generators.

표면 부착형 영구자석 전동기의 새로운 상수 추정 방법 (New Motor Parameter Estimation Method of Surface-mounted Permanent Magnet Motors)

  • 이동명
    • 한국산학기술학회논문지
    • /
    • 제20권4호
    • /
    • pp.517-522
    • /
    • 2019
  • 본 논문은 전동기 상수 추정 방법을 제안한다. 제안하는 기법은 전동기 전압방정식을 차동식 형태로 전개한 수식에 기반한다. 차동식 형태를 이용함으로써 전동기 상수 추정시 사용되는 전압 정보에 존재하는 크기 오차인 데드타임의 영향을 배제한다. 전동기의 상수값은 전동기 제어 성능 향상을 위해서 필요할 때가 있다. 예를 들면 DTC(Direct Torque Control) 제어 기법에는 토오크 및 자속 크기의 연산시 전동기의 상수를 알아야한다. 다른 예로서 예측제어의 경우 지령치 전압 생성을 위해서는 정확한 전동기의 상수 값의 정보가 필요하다. 전동기의 상수는 구동 환경에 따라 변동하는 값이므로 부정확한 전동기 상수 사용시 제어 성능의 저하를 가져온다. 따라서, 정확한 전동기 상수의 추정이 필요하다. 제안하는 기법에서 전압차동식에 기초하여 추정되는 전동기 상수는 RLS(Recursive Least Square) 기법에 의해 구해진다. 본 연구에서는 단순 수식에 의한 형태로 전동기의 상수를 추정하지 않고, RLS 알고리즘을 적용하여 노이즈에 강인하게 전동기 상수를 추정한다. 표면 부착형 영구자석 전동기의 제어시스템에 적용하여 제안하는 기법의 타당성을 보인다.

동력의지를 위한 BLDCM 구동 시스템 및 상전류 추정 기법 (A Brushless DC Motor Drive System and Phase Current Estimation Method For Active Knee Prothesis)

  • 남기준;최연범;정두희
    • 재활복지공학회논문지
    • /
    • 제7권2호
    • /
    • pp.7-12
    • /
    • 2013
  • 본 논문에서는 동력의지를 위한 브러쉬리스 DC 모터 구동 시스템과 DC 링크단의 전류를 이용하여 상전류를 추정하는 기법을 제안한다. 토크제어를 위해서는 전류 측정이 매우 중요하며 전류 측정 시 스위칭 노이즈를 최소화하기 위해 전류 센싱 시점은 스위칭 전압 명령에 동기화 되어야 한다. 저가의 시스템, 공간의 절약 그리고 제어의 단순화하기 위해 DC 링크단 전류를 사용한 제어를 실시하였다. 또한 환류 다이오드를 통해 흐르는 전류에서 발생하는 DC 링크단 전류와 상전류간의 오차를 줄이기 위해 Analog MUX를 이용한 상전류 추정방법을 사용하였다. 실험 결과를 통해 제안한 시스템의 유효성을 검증하였다.

  • PDF

기능적 전기자극을 위한 근골격계 모델 개발 - 무릎관절에서의 근골격계 모델 특성치의 비침습적 추정 - (Development of a Musculoskeletal Model for Functional Electrical Stimulation - Noninvasive Estimation of Musculoskeletal Model Parameters at Knee Joint -)

  • 엄광문
    • 대한의용생체공학회:의공학회지
    • /
    • 제22권3호
    • /
    • pp.293-301
    • /
    • 2001
  • A patient-specific musculoskeletal model, whose parameters can be identified noninvasively, was developed for the automatic generation of patient-specific stimulation pattern in FES. The musculotendon system was modeled as a torque-generator and all the passive systems of the musculotendon working at the same joint were included in the skeletal model. Through this, it became possible that the whole model to be identified by using the experimental joint torque or the joint angle trajectories. The model parameters were grouped as recruitment of muscle fibers, passive skeletal system, static and dynamic musculotendon systems, which were identified later in sequence. The parameters in each group were successfully estimated and the maximum normalized RMS errors in all the estimation process was 8%. The model predictions with estimated parameter values were in a good agreement with the experimental results for the sinusoidal, triangular and sawlike stimulation, where the normalized RMS error was less than 17%, Above results show that the suggested musculoskeletal model and its parameter estimation method is reliable.

  • PDF

HIGH-TPI HDD 구현을 위한 PES ESTIMATION에 관한 연구 (A Study on the PES Estimation for Developing High-TPI HDD)

  • 고정석;강성우;한윤식;김영훈;황태연
    • 한국소음진동공학회:학술대회논문집
    • /
    • 한국소음진동공학회 2002년도 추계학술대회논문집
    • /
    • pp.122-127
    • /
    • 2002
  • A frequency-domain PES estimation and its prediction method are proposed for the tightly-coupled servo/mechanical design of high-TPI HDD system above 100 kTPI. The major two disturbance energies which are related with mechanical vibrations inside of HDD are used to predict the drive-level PES, while considering closed-loop servo dynamics. One is the torque disturbance which mainly comes from aerodynamic excitation of HSA system and the other is the displacement disturbance from disk-spindle dynamics. In order to obtain the accurate error transfer function of closed-loop servo control, the plant model is measured by accurate experiment. The measured PES is compared with predicted one in terms of frequency-domain PES spectrum and its standard variation value. It is proved that the proposed frequency-domain PES estimation/prediction method is capable of predicting drive-level PES of high-TPI hard disk drive.

  • PDF

ANN의 속도 추정에 의한 SynRM의 효율 최적화 제어 (Efficiency Optimization Control of SynRM with ANN Speed Estimation)

  • 최정식;고재섭;정동화
    • 전기학회논문지P
    • /
    • 제55권3호
    • /
    • pp.133-140
    • /
    • 2006
  • This paper is proposed an efficiency optimization control algorithm for a synchronous reluctance motor(SynRM) which minimizes the copper and iron losses. Also, this paper presents a speed estimated control scheme of SynRM using artificial neural network(ANN). There exists a variety of combinations of d and q-axis current which provide a specific motor torque. The objective of the efficiency optimization controller is to seek a combination of d and q-axis current components, which provides minimum losses at a certain operating point in steady state. It is shown that the current components which directly govern the torque production have been very well regulated by the efficiency optimization control scheme. The proposed algorithm allows the electromagnetic losses in variable speed and torque drives to be reduced while keeping good torque control dynamics. The control performance of ANN is evaluated by analysis for various operating conditions. Analysis results are presented to show the validity of the proposed algorithm.

승용차용 토크컨버터 바이패스 클러치의 비선형 견실제어 (Nonlinear Robust Control of Passenger Car Torque Converter Bypass Clutch)

  • 한진오;강수준;이교일
    • 대한기계학회논문집A
    • /
    • 제27권8호
    • /
    • pp.1251-1258
    • /
    • 2003
  • This paper presents a nonlinear robust approach to the slip control problem for a torque converter bypass clutch in a passenger car. The proposed nonlinear robust controller builds upon only the measurements avail-able from inexpensive sensors that are already installed in passenger cars for control. The issue of torque estimation problems for the implementation of the proposed controller is addressed. The stability of the internal dynamics is investigated, upon which a nonlinear robust controller is designed using input-output feedback linearization and Lyapunov redesign technique. The performance of the designed controller is validated by simulation studies.

Conceptual Design of a Ducted Fan for Helicopter Anti-Torque System

  • Hwang, Chang-Jeon
    • International Journal of Aeronautical and Space Sciences
    • /
    • 제6권1호
    • /
    • pp.89-96
    • /
    • 2005
  • Ducted fans have advantages in noise as well as operational safety aspects compared to conventional tail rotors and are used as an anti-torque system for various classes of helicopters. The final goal of this study is to develop a ducted fan anti-torque system which can replace conventional tail rotors of existing helicopters to achieve safety enhancement and low noise level. In this paper, a conceptual design process and the results are described. Initially, the design requirement and the design parameter characteristics are analysed, and then initial sizing and configuration design are performed. There are several configuration changes due to specific technical reasons in each case. Finally, the required power and the pitch link load are predicted as an initial estimation. The conceptual design technique for the ducted fan in this study can be easily applied to the design of other ducted fans such as the lift fan for unmanned aerial vehicle.