• Title/Summary/Keyword: Adaptive observer

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A High-Performance Speed Sensorless Control System for Induction Motor with Direct Torque Control (직접 토크제어에 의한 속도검출기 없는 유도전동기의 고성능 제어시스템)

  • Kim, Min-Huei;Kim, Nam-Hun;Baik, Won-Sik
    • The Transactions of the Korean Institute of Electrical Engineers P
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    • v.51 no.1
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    • pp.18-27
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    • 2002
  • This paper presents an implementation of digital high-performance speed sensorless control system of an induction motor drives with Direct Torque Control(DTC). The system consists of closed loop stator flux and torque observer, speed and torque estimators, two hysteresis controllers, an optimal switching look-up table, IGBT voltage source inverter, and TMS320C31 DSP controller board. The stator flux observer is based on the combined current and voltage model with stator flux feedback adaptive control for wide speed range. The speed estimator is using the model reference adaptive system(MRAS) with rotor flux linkages for speed turning signal estimation. In order to prove the suggested speed sensorless control algorithm, and to obtain a high-dynamic robust adaptive performance, we have some simulations and actual experiments at low(20rpm) and high(1000rpm) speed areas. The developed speed sensorless system are shown a good speed control response characteristic, and high performance features using 2.2[kW] general purposed induction motor.

Robust Sensorless Sliding Mode Flux Observer for DTC-SVM-based Drive with Inverter Nonlinearity Compensation

  • Aimad, Ahriche;Madjid, Kidouche;Mekhilef, Saad
    • Journal of Power Electronics
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    • v.14 no.1
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    • pp.125-134
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    • 2014
  • This paper presents a robust and speed-sensorless stator flux estimation for induction motor direct torque control. The proposed observer is based on sliding mode approach. Stator electrical equations are used in the rotor orientation reference frame to eliminate the observer dependence on rotor speed. Lyapunov's concept for systems stability is adopted to confine the observer gain. Furthermore, the sensitivity of the observer to parameter mismatch is recovered with an adaptation technique. The nonlinearities of the pulse width modulation voltage source inverter are estimated and compensated to enhance stability at low speeds. Therefore, a new method based on the model reference adaptive system is proposed. Simulation and experimental results are shown to verify the feasibility and effectiveness of the proposed algorithms.

Design of an Observer for Position and Speed Sensorless Vector Control of PMSM (PMSM의 위치 및 속도 센서리스 벡터제어를 위한 관측기의 설계)

  • 정동화
    • Journal of the Korean Society of Safety
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    • v.13 no.1
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    • pp.54-63
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    • 1998
  • This paper proposes a theoretical analysis of a closed loop adaptive speed control system for control the inverter driven permanent magnet synchronous motor(PMSM). This control system utilizes a mechanically sensorless state observer for the generation of all controller feedback information. The observer processes measurements of stator frame voltage and current to produce estimates of rotor position and speed and rotor frame currents. It is shown that the identity observer, when properly formulated, has the same linearized error dynamics as the extended kalman filter(EKF). Consequently, it is shown that the gains within the identity observer can be designed in a manner identical to that of the EKF. In this way, the designability of the nonlinear observer is assured, as is the optimality of its performance for small errors. A sequence of simulation are performed and they demonstrate the successful performance.

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Speed Control Of Sensorless DC Servo Motor Using Fuzzy-Tuning High-Gain Observer (피지동조 고이득 관측기를 이용한 속도센서없는 직류 서보전동기의 속도제어)

  • Kang, Sung-Ho;Yoon, Kwang-Ho;Kim, Sang-Hun;Kim, Lak-Kyo;Nam, Moon-Hyun
    • Proceedings of the KIEE Conference
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    • 2003.11c
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    • pp.480-483
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    • 2003
  • This paper deals with speed control of Sensorless DC servo motor using a FTHGO(FuzEy-Tuning High Gain observer). In this paper, we improved the problem from row speed section, the problem of sensor for detecting speed of motor, using FTHGO(Fuzzy-Tuning High-Gain Observer) with fuzzy control technique which is a class of adaptive control technique. In order to verify the performance of the FTHGO(Fuzzy-Tuning High Gain Observer) which is proposed in this paper, it is proved from the experiment to compare the case with a speed sensor to the case with FTHGO(Fuzzy-Tuning High Gain observer) in the speed control of DC servo motor.

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Speed Control of AC Servo Motor Using Adaptive Fuzzy-Sliding Observer (적응 퍼지-슬라이딩 관측기를 이용한 교류 서보 전동기 속도제어)

  • Kim, Sang-Hoon;Yoon, Kwang-Ho;Ko, Bong-Woon;Kim, Won-Tae;Kim, Gi-Nam;Nam, Moon-Hyon;Kim, Lark-Kyo
    • Proceedings of the KIEE Conference
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    • 2004.11c
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    • pp.726-728
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    • 2004
  • In this paper, the gain of the observer is properly set up using the fuzzy control and Fuzzy-Sliding observer(FSQ) that have a superior transient characteristic and is easy to implement compared to the existing method is designed. It estimate the differentiation of the armature current directly using the armature current measured in the AC motor. It estimate the speed of the rotor using the differentiation. It is proposed speed sensorless control method using the estimated speed. Optimal gain of speed observer(Luenberger observer) was set up using the fuzzy control and adapted speed control of AC servo motor. To verify the performance of designed Fuzzy-Sliding observer, simulation compared with fixed speed observer gain of G.B Wang and S.S Peng's sliding observer is performed. Also, it was proved the excellence and feasibility of the proposed observer from the comparison test with a speed sensor and without a speed sensor which used a highly efficient drive and 400W AC servo motor starting system.

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Robust Sliding Mode Friction Control with Adaptive Friction Observer and Recurrent Fuzzy Neural Network

  • Shin, Kyoo-Jae;Han, Seong-I.
    • Journal of information and communication convergence engineering
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    • v.7 no.2
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    • pp.125-130
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    • 2009
  • A robust friction compensation scheme is proposed in this paper. The recurrent fuzzy neural network and friction parameter observer are developed with sliding mode based controller in order to obtain precise position tracking performance. For a servo system with incomplete identified friction parameters, a proposed control scheme provides a satisfactory result via some experiment.

A High-Performance Position Sensorless Motion Control System of Induction Motor with Direct Torque Control (직접 토크제어에 의한 위치검출기 없는 유도전동기의 고성능 모션제어 시스템)

  • Kim, Min-Hoe;Kim, Nam-Hun;Baek, Won-Sik
    • The Transactions of the Korean Institute of Electrical Engineers B
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    • v.51 no.7
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    • pp.399-405
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    • 2002
  • This paper presents an implementation of digital high-performance Position sensorless motion control system of an induction motor drives with Direct Torque Control(DTC). The system consist of closed loop stator flux and torque observer, speed and torque estimators, two hysteresis controller, optimal switching look-up table, IGBT voltage source inverter, and TMS320C31 DSP board. The stator flux observer is based on the combined current and voltage model with stator flux feedback adaptive control of which inputs are current and voltage sensed on motor terminal for wide speed range. The speed observer is using the model reference adaptive system(MRAS) with rotor flux linkages for speed turning signal. The simulation and experimental results are provided to evacuate the consistency and the performance of the suggested position sensorless control algorithm. The developed position sensorless system are shown a good motion control response characteristic and high performance features using 2.2[kw] general purposed induction motor.

Nonlinear adaptive control for position tracking of AC servo-motors (AC 서보 모터의 위치제어를 위한 비선형 적응제어)

  • 이현배;박정동;국태용
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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    • pp.314-317
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    • 1996
  • In this paper, we present a nonlinear adaptive controller for position tracking of induction motors. In constructing the adaptive controller, a backstepping approach is used under the condition of full state information, while a nonlinear observer is adopted for rotor flux estimation. The adaptive controller is shown to drive the state variables of system to the desired ones asymptotically and whose effectiveness is also shown via computer simulation.

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Speed Control of AC Servo Motors using Adaptive Two-Degrees-of Freedom Controller Design (2자유도 적응 제어기에 의한 AC 서보모터의 속도제어)

  • Lee, Seok-Ho;Lee, Je-Hie;Huh, Uk-Youl
    • Proceedings of the KIEE Conference
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    • 1995.07b
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    • pp.645-648
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    • 1995
  • We propose speed controller of AC servo motors using adaptive two-degrees-of freedom controller design. The overall control system consists of three elements: a forward speed controller, parameter identifier and disturbance observer. This servosystem can improve the characteristics of the closed loop systems with the disturbance observer by eliminating the disturbance torque without changing the command input response. Moreover, the system can be adaptable to the parameter variation by employing adaptive scheme. We will show the control performances through the simulation results.

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Adaptive line Enhancement by Using Adaptive Observer (적응 관측자를 사용한 ALE)

  • 최종호;이하정;이상욱
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.36 no.11
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    • pp.819-825
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    • 1987
  • The ALE problem, which tries to recover a sinusoidal signal corrupted by noise, has been solved using FIR filters. Recently several methods have been proposed using a norch filter of IIR type. In this study, the notch filter was represented with a parameter and auxiliary signals were generated by using an adaptive observer. A simple method is proposed to estimate the parameter. This method is tested under various circumstances by changing the input frequency, S/N ratio, and the type of the noise. The simulation shows that this method gives much better results than the other known methods with respect to the input S/N ratio and converging times. This method is simple and does not require much conputation, so it can be easily implemented in real time applications.

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