• Title/Summary/Keyword: Torque Estimator

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Design of a Force Estimator using an FLANN with a Disturbance Observer and Application to a Robot Manipulator (함수 연결 신경망과 외란 관측기를 이용한 힘 추정기 설계 및 로봇 매니퓰레이터에의 응용)

  • 채원범;안현식;김도현
    • Proceedings of the IEEK Conference
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    • 2000.06e
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    • pp.27-30
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    • 2000
  • In this paper, we propose a new approach to determination of environment forces acting on a rigid body. To estimate the output of disturbance observer due to internal torque, the disturbance observer output estimator using functional link neural network (FLANN) is designed. It is also shown by simulation results that the precise estimation of contact force is achieved for a 2-link SCARA robot performing position/force control.

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The Real-Time Control of 3-Phase Induction Motor by DSP Application of Tuning Parameter Using Load Torque Observer and Neural Network (부하관측기와 신경망에 의해 설정된 파라미터의 DSP 적용에 의한 3상 유도전동기의 실시간 제어)

  • 권양원;윤양웅;강학수;안태천
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.135-135
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    • 2000
  • In this Paper. the DSP implementation of induction motor drive is Presented on the viewpoint of the design and experiment. The speed estimation of control system for induction motor drive is designed on the base of neural network speed estimator. This neural network speed estimator is experimentally applied to the induction motor system. This system Provides the satisfactory results.

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Study on an Adaptive Maximum Torque Per Amp Control Strategy for Induction Motor Drives

  • Kwon, Chun-Ki
    • Journal of Electrical Engineering and Technology
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    • v.8 no.1
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    • pp.110-117
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    • 2013
  • Maximum Torque Per Amp (MTPA) control for induction motor drives seeks to achieve a desired torque with the minimum possible stator current. This is favorable in terms of inverter operation and nearly optimal in terms of motor efficiency. However, rotor resistance variation can cause significant performance degradation. This work demonstrates that existing MTPA controls perform sub-optimally as temperature varies. An adaptive MTPA control strategy is proposed that always achieves optimal performance without exhibiting hunting phenomenon regardless of rotor temperature. The proposed control is experimentally shown to accurately achieve the desired torque.

ASIG Design for Direct Torque Control of Induction Motor using VHDL (VHDL을 이용한 유도전동기의 직접 토크 제어 ASIC 설계)

  • Lee, H.J.;Kim, S.J.;Lee, B.C.;Kwon, Y.A.
    • Proceedings of the KIEE Conference
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    • 2000.11b
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    • pp.336-338
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    • 2000
  • Recently many studies have been performed for variable speed control of induction motor. Direct Torque Control(DTC) is emerging technique for variable speed control of PWM inverter driven induction motor. DTC allows the direct control of stator flux and instantaneous torque through simple algorithm. In this paper ASIC design technique using VHDL is applied to DTC based speed control of induction motor. ASIC for DTC based speed control is designed through the description of coordinate transformation, speed controller stator flux and torque estimator, stator flux and torque controller, stator flux position detector. FSM(Finite State Machine) and inverter voltage switching vector. Finally the above system has been implemented on the FPGA (XC4052XL-PG411). Simulation and experiment has been performed to verify the performance of the designed ASTC.

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Braking Torque Closed-Loop Control of Switched Reluctance Machines for Electric Vehicles

  • Cheng, He;Chen, Hao;Yang, Zhou;Huang, Weilong
    • Journal of Power Electronics
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    • v.15 no.2
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    • pp.469-478
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    • 2015
  • In order to promote the application of switched reluctance machines (SRM) in electric vehicles (EVs), the braking torque closed-loop control of a SRM is proposed. A hysteresis current regulator with the soft chopping mode is employed to reduce the switching frequency and switching loss. A torque estimator is designed to estimate the braking torque online and to achieve braking torque feedback. A feed-forward plus saturation compensation torque regulator is designed to decrease the dynamic response time and to improve the steady-state accuracy of the braking torque. The turn-on and turn-off angles are optimized by a genetic algorithm (GA) to reduce the braking torque ripple and to improve the braking energy feedback efficiency. Finally, a simulation model and an experimental platform are built. The simulation and experimental results demonstrate the correctness of the proposed control strategy.

Non-Invasive Diagnostic Singature Extraction for Motor-Operated Valves (모터 구동 밸브의 비침투 진단 신호 추출에 관한 연구)

  • ;Richard H. Lyon
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1994.10a
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    • pp.360-364
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    • 1994
  • This paper is concerned with extracting the diagnostic signature for motor-operated valves (MOV's) noninvasively. A torque estimator is developed and tested to obtain electical torque of the induction motors which are attached to the MOV's. Inverse filter is used to recover the gear meshing forces from the measured actuator housing vibration, which contain the gear rotation information. Frequency demodulation techniques are performed and an adaptive linear bandpass filter is implemented to improve signal-to-noise ratio. Finally, stand-alone valve experiments are carried out to validate the signature extraction scheme.

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Design of an Estimator for Servo Systems using Discrete Kalman Filter (이산형 칼만 필터를 이용한 서보 시스템의 추정자 설계)

  • Shin, Doo-Jin;Huh, Uk-Youl
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.48 no.8
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    • pp.996-1003
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    • 1999
  • This paper propose a position-speed controller with an estimator which can estimate states and disturbance. The overall control system consists of two parts: the position-speed controller and an estimator. The Kalman filter applied as state-feedback controller is an optimal state estimator applied to a dynamic system that involves random perturbations and gives a linear, unbiased and minimum error variance recursive algorithm to optimally estimate the unknown state. Therefore, we consider the error problem about the servo system modeling and the measurement noise as a stochastic system and implement a optimal state observer, and enhance the estimate performance of position and speed using that. Using two-degree-of freedom(TDOF) conception, we design the command input response and the closed loop characteristics independently. The servo system is to improve the closed loop characteristics without affecting the command imput response. The characteristics of the closed loop system is improved by suppressing disturbance torque effectively with the disturbance observer using a inverse-transfer matrix. Therefore, the performance of overall position-speed controller is enhanced. Finally, the performance of the proposed controller is exemplified by some simulations and by applying the real servo system.

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Speed-Sensorless Vector Controlled IMs with RLS Torque Observer (RLS 부하 토오크 관측기를 가진 유도전동기의 센서리스 벡터제어)

  • Kim, Yoon-Ho;Kook, Yoon-Sang;Hong, Ik-Pyo;Choi, Chang-Ho
    • Proceedings of the KIEE Conference
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    • 1997.07f
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    • pp.2107-2109
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    • 1997
  • Speed sensors are required for the vector control of induction motors. These sensors reduce the sturdiness of the system and make it expensive. Therefore, a drive system without speed sensors is required. Also, the rotor inertia constant, the damping constant and the disturbed load torque of the IM are estimated by the RLS estimator and a torque observer. Then the observed disturbance torque is fed forward to increase the robustness of the IM speed drive.

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Reduction of Torque Ripple of Permanent Magnet Synchronous Motor (영구자석 동기전동기의 토크 리플 저감 운전)

  • Lee, D.H.;Lee, J.H.;Kim, Y.S.;Kim, J.H.;Kwon, Y.A.
    • Proceedings of the KIEE Conference
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    • 2001.07b
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    • pp.918-920
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    • 2001
  • PMSM drives are widely used in industrial and residential applications because of high efficiency, high power density and high performance. For better performance of PMSM, however, torque ripples should be reduced. This paper investigates a reduction of torque ripple due to the unsinusoidal flux linkage produced by the shapes of stator slot and magnetic pole. To minimize torque ripple, a simple flux estimator is proposed. This method iteratively compensates the distributed flux linkage from an error between the measured and estimated currents. The proposed algorithm is verified through simulation.

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On-line Parameter Estimation of Interior Permanent Magnet Synchronous Motor using an Extended Kalman Filter

  • Sim, Hyun-Woo;Lee, June-Seok;Lee, Kyo-Beum
    • Journal of Electrical Engineering and Technology
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    • v.9 no.2
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    • pp.600-608
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    • 2014
  • This paper presents estimation of d-axis and q-axis inductance of an interior permanent magnet synchronous motor (IPMSM) by using an extended Kalman filter (EKF). The EKF is widely used for control applications including the motor sensorless control and parameter estimation. The motor parameters can be changed by temperature and air-gap flux. In particular, the variation of the inductance affects torque characteristics like the maximum torque per ampere (MTPA) control. Therefore, by estimating the parameters, it is possible to improve the torque characteristics of the motor. The performance of the proposed estimator is verified by simulations and experimental results based on an 11kW PMSM drive system.