• 제목/요약/키워드: Optimal Observer

검색결과 147건 처리시간 0.045초

퍼지회전자 위치평가 알고리즘을 이용한 SRM센서리스 속도제어에 관한 연구 (Sensorless speed control of a Switched Reluctance Motor using Fuzzy position estimation algorithm)

  • 최재동;김갑동;안재황;성세진
    • 전력전자학회논문지
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    • 제5권4호
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    • pp.343-351
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    • 2000
  • 본 논문에서는 정렬과 비정렬된 회전자 위치들에서 자화곡선들을 기본으로 한 SRM의 회전자 워치펑가 알고리즘을 제안한다. 자화곡선은 측정된 상 전압과 상 전류로부터 계산되어지고, 계산된 데이타는 회전자 위치검출을 위한 자화곡선의 입력으로 사용되어진다. 자화곡선은 비션형 특성해석에 적합한 퍼지 알고리즘으로 구생되어졌다. 종래의 지삭기반 퍼지제어기를 이용한 자속관측기가 SRM의 센서리스 제어를 얻기 위해 제시되었다. 최적 각을 선정하기 위한 방식이 회전자 위치검출을 위해 제시되었다. 제안된 알고리즘의 강인성이 시뮬레이션과 실험결과의 비교를 통해 입증되었다.

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신경망을 이용한 리럭턴스 동기전동기(Reluctance Synchronous Motor)의 인덕턴스 보상에 관한 연구 (A Study on Inductance compensation of Reluctance Synchronous Motor with Neural Network)

  • 김민회;김남훈;백원식;박홍일;김동희
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2002년도 춘계학술대회 논문집 전기기기 및 에너지변환시스템부문
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    • pp.151-154
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    • 2002
  • This paper presents an implementation of high-dynamic performance control system of Reluctance Synchronous Motor(RSM) drives for an industrial servo drive system with direct torque control(DTC). The estimation of the stator flux and torque are obtained by using flux observer which a saturated inductance Ld and Lq of d-q axises can be compensated by using the neural network from measuring the modulus and angle of the stator current space vector. To obtain fast torque response and maximum torque/current, the reference command flux is ensured by imposing Ids=Iqs. The control strategy is proposed to fast response and optimal efficiency for RSM drive. The developed digitally high-performance control system are shown a good response characteristic of control results and high performance features using 1.0kW RSM.

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Q-Learning을 사용한 로봇팔의 SMCSPO 게인 튜닝 (Gain Tuning for SMCSPO of Robot Arm with Q-Learning)

  • 이진혁;김재형;이민철
    • 로봇학회논문지
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    • 제17권2호
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    • pp.221-229
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    • 2022
  • Sliding mode control (SMC) is a robust control method to control a robot arm with nonlinear properties. A high switching gain of SMC causes chattering problems, although the SMC allows the adequate control performance by giving high switching gain, without the exact robot model containing nonlinear and uncertainty terms. In order to solve this problem, SMC with sliding perturbation observer (SMCSPO) has been researched, where the method can reduce the chattering by compensating the perturbation, which is estimated by the observer, and then choosing a lower switching control gain of SMC. However, optimal gain tuning is necessary to get a better tracking performance and reducing a chattering. This paper proposes a method that the Q-learning automatically tunes the control gains of SMCSPO with an iterative operation. In this tuning method, the rewards of reinforcement learning (RL) are set minus tracking errors of states, and the action of RL is a change of control gain to maximize rewards whenever the iteration number of movements increases. The simple motion test for a 7-DOF robot arm was simulated in MATLAB program to prove this RL tuning algorithm. The simulation showed that this method can automatically tune the control gains for SMCSPO.

유도전동기 효율의 최적화를 위한 적응제어기 설계 (Design of Adaptive Controller for Efficiency Optimization of Induction Motors)

  • 황영호;박기광;신인섭;김홍필;양해원
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2007년도 심포지엄 논문집 정보 및 제어부문
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    • pp.293-294
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    • 2007
  • This paper addresses the adaptive controller for efficiency optimization of induction motors. The paper describes an adaptive controller based on-line efficiency optimization control of a drive that uses a direct vector controlled induction motors. To improve the efficiency of the induction motors, it is important to find the optimal flux reference that minimize power loss. The proposed optimal flux reference is derived using a power loss function that is constructed with stator resistance losses, rotor resistance losses and core losses. The proposed sliding mode flux observer generates estimates the unmeasured rotor fluxes. An optimal efficiency controller has goal of maximizing the efficiency for a given speed and load torque. A simulation shows the effectiveness of the proposed technique.

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회전기계 계통을 가동시키는 직류전동기의 데드비트제어시스템 연구 (A Study on Deadbeat Control Systme of DC Motro Driving a Rotational Mechanical System)

  • 송자윤
    • 한국산업정보학회:학술대회논문집
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    • 한국산업정보학회 1999년도 추계공동학술대회 논문집:21세기지식경영과 정보기술
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    • pp.477-483
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    • 1999
  • 이 연구는 인쇄기제어와 같은 기어를 포함한 직류전동기로 가동되는 회전계통 플랜트의 제어에 관해서 적분제어기와 전차수 상태관측기 및 영차홀드로 구성되는 데드비트제어시스템을 제안하고 있다. 샘플링된 연속데이터시스템의 응답은 샘플링사이에 리플이 발생치 않도록 보장할 수 없지만, 제안된 데드비트제어시스템의 응답은 MATLAB시뮬레이션을 통한 사례연구의 결과, 상태귀환형 최적제어나 출력귀환형 제어시스템응답 등에 비하여 정정시간이 횔씬 빠르고, 주어진 샘플링주기 후에 리플없는 출력응답을 얻을 수 있음을 보여준다.

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진동에서 생기는 동적 하중을 줄이기 위한 능동 최적 제어 (Active Optimal Control Techniques for Suppressing Dynamic Load in Vibration)

  • 김주형;김상섭
    • 한국소음진동공학회논문집
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    • 제12권10호
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    • pp.749-757
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    • 2002
  • Excessive vibration in flexible structures is a problem encountered in many different fields, causing fatigue of structural components. Passive techniques, though sometimes limited in their capabilities, have been used in the past to attenuate vibrations. Recently active techniques have been developed to enhance vibration control performance beyond that provided by their passive counterparts. Most often, the focus of active control methods has been to suppress structure displacements. In cases where vibration results in structure failures, displacement suppression may not be the best choice of control approaches (it can, in fact, increase dynamic loads which would be even more harmful to supports) . This paper presents two optimal control methods for attenuating steady state vibrations in flexible structures. One method minimizes shaft displacements while another minimizes dynamic reaction forces. The two methods are applied to a model of a typical flexible structure system and their results are compared. It is found that displacement minimization can increase loads, while load minimization decreases loads.

전기자동차용 유도전동기의 에너지 손실을 최소화하는 비선형 토크 제어기 설계 (A Loss-Minimization Nonlinear Torque Control for Electrical Vehicle Induction Motors)

  • 장진수;한병조;황영호;김홍필;양해원
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2006년도 제37회 하계학술대회 논문집 D
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    • pp.1838-1839
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    • 2006
  • In this paper, a loss-minimization nonlinear torque control for Electrical Vehicle(EV) induction motors is proposed. To improve the efficiency of the induction motors, it is important to find the optimal flux reference that minimize power losses. The proposed optimal flux reference is derived using a power loss function that is constructed with stator resistance losses, rotor resistance losses and core losses. And the time-varying load torque and the rotor resistance variation are considered in the power loss function. An algorithm that identifying the load torque is used. The rotor flux observer is used to obtain an accurate flux value regardless of the rotor resistance variation. Simulation results show a significant reduction in energy losses.

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회전기계 계통을 가동시키는 직류전동기를 위한 데드비트제어기 설계 (Design of Deadbeat Controller for DC Motor Driving a Rotational Mechanical System)

  • 이흥재;송자윤
    • 한국산업정보학회논문지
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    • 제5권1호
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    • pp.31-36
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    • 2000
  • 본 논문에서는 적분제어기와 전차수 상태관측기로 구성되는 데드비트제어기의 설계방법을 제안하고, 기어를 포함한 직류전동기로 가동되는 회전계통 플랜트에 적용하였다. 샘플링된 연속 데이터 프로세스의 제어시스템은 샘플링사이에 리플이 없음을 보장하지 않지만, 제안된 데드비트제어시스템의 응답은 MATLAB시뮬레이션을 통한 사례연구의 결과, 상태귀환형 최적제어나 출력귀환형 제어시스템응답 등에 비하여 정정시간이 훨씬 빠름을 나타내었다. 또한 플랜트가 연속시스템이므로 시뮬레이션의 정확도를 기하기 위하여 영차홀드를 제어입력측에 삽입하여 실행하였고, 그 결과 주어진 샘플링주기 후에 오차와 리플이 없는 안정상태에 이르는 것을 보여 주었다.

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압전필름이용 유연 링키지 메카니즘의 진동제어 (Vibration Control of Flexible Linkage Mechanisms Using Piezoelectric Films)

  • 최승복;정재천;구본권
    • 한국정밀공학회지
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    • 제9권2호
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    • pp.81-91
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    • 1992
  • A control methodology for suppressing the elastodynamic responses of high-speed flexible linkage mechanisms is presented by adopting the concept of smart structures featuring piezoelectric films. The dynamic modeling of the proposed mechanism is accomplished by employing a finite element formulation which accounts for dynamic motion in both inertial and elastic coordinates. The dynamics of piezoelectric actuators and sensors bonded on the original flexible structure are developed for one-dimensional beam in conjunction with the modal analysis. The linear optimal controller which consists of a feedback control law and a Luenberger observer is employed. Numerical simulation is performed to evaluate the improvement of elastodynamic responses.

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이동 로봇의 퍼지 재점착 제어기 설계 (Design of a Fuzzy Re-adhesion Controller for Wheeled Robot)

  • 권선구;허욱렬;김진환
    • 대한전기학회논문지:시스템및제어부문D
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    • 제54권1호
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    • pp.48-55
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    • 2005
  • Mobility of an indoor wheeled robot is affected by adhesion force that is related to various floor conditions. When the adhesion force between driving wheels and floor decreases suddenly, the robot begins slip. In order to overcome this slip problem, optimal slip velocity must be decided for stable movement of wheeled robot. First of all, this paper shows that conventional PI control can not be applied to a wheeled robot of the light weight. Secondly, proposed fuzzy logic is applied to the Takagi-Sugeno model for the configuration of fuzzy sets. For the design of Takagi-Sugeno model and fuzzy rule, proposed algorithm uses FCM(Fuzzy c-mean clustering method) algorithm. In additionally, this algorithm adjusts the driving torque for restraining re-slip. The proposed fuzzy logic controller(FLC) is pretty useful with prevention of the slip phenomena for the controller performance in the re-adhesion control strategy, These procedures are implemented using a Pioneer 2-DXE wheeled robot parameter.