• 제목/요약/키워드: Sliding perturbation observer

검색결과 23건 처리시간 0.024초

적응 슬라이딩모드 자속 관측기를 이용한 인덕션 모터의 슬라이딩 모드 제어 (Sliding Mode Control of Induction Motors Using an Adaptive Sliding Mode Flux Observer)

  • 김도우;정기철;이승학
    • 대한전기학회논문지:시스템및제어부문D
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    • 제54권10호
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    • pp.587-594
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    • 2005
  • An adaptive observer for rotor resistance is designed to estimate rotor flux for the a-b model of an induction motor assuming that rotor speed and stator currents are measurable. A singularly perturbed model of the motor is used to design an Adaptive sliding mode observer which drives the estimated stator currents to their true values in the fast time scale. The adaptive observer on the sliding surface is based on the equivalent switching vector and both the estimated fluxes and the estimated rotor resistance converge to their true values. A speed controller considering the effects of parameter variations and external disturbance is proposed in this paper. First, induction motor dynamic model at nominal case is estimated. based on the estimated model, speed controller is designed to match the prescribed speed tracking specifications. Then a dead-time compensator and a robust controller are designed to reduce the effects of parameter variations and external disturbances. the desired speed tracking control performance can be preserved under wide operating range, and good speed load regulating performance. Some simulated results are provided to demonstrate the effectiveness of the Proposed controller.

원격해체 작업을 위한 유압 시스템의 SPO 기반 반력 추정 및 힘 반향 양방향 원격제어 (SPO based Reaction Force Estimation and Force Reflection Bilateral Control of Cylinder for Tele-Dismantling)

  • 차금강;윤성민;이민철
    • 로봇학회논문지
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    • 제12권1호
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    • pp.1-10
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    • 2017
  • For dismantling heavy structure under special environment in radioactivity, there are many problems which should be tele-operated and feedback a cutting force for cutting a thick structure such as concrete. When operator dismantles a thick heavy concrete structure, it is in sufficient to judge whether robot is contacting or not with environment by using only vision information. To overcome this problem, force feedback and impedance model based bilateral control are introduced. The sliding mode control with sliding perturbation observer (SMCSPO) based bilateral control is applied and surveyed to a single rod hydraulic cylinder in this paper. The sliding mode control is used for robustness against a disturbance. The sliding perturbation observer is used for estimation of a reaction force such as cutting force. The bilateral control is executed using the information of reaction force estimated by SMCSPO. The contribution of this paper is that the estimation method and bilateral control of the single rod hydraulic cylinder are introduced and discussed by experiment.

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.

불확실성을 갖는 RC 모델 기반의 리튬이온 배터리 SOC 추정을 위한 강인한 고이득 관측기 설계 (Robust High-Gain Observer Based SOC Estimator for Uncertain RC Model of Li-Ion Batteries)

  • 이종연;김원호;현창호
    • 한국지능시스템학회논문지
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    • 제23권3호
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    • pp.214-219
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    • 2013
  • 본 논문에서는 모델의 불확실성을 갖는 RC 배터리 모델의 State-of- Charge(SOC)를 추정하기 위한 강인한 고이득 관측기를 설계한다. 일반적으로 SOC를 추정하기 위해 사용하는 RC 배터리 모델은 실제 배터리 셀과 정확하게 일치하지 않고 거기에 따른 모델의 불확실성이 존재하게 된다. 이렇게 불확실성이 존재할 때 그 영향을 최소화하고 보다 정확한 SOC를 추정할 수 있는 강인한 관측기를 설계하는 것이 중요하다. 본 논문에서는 실제 배터리 셀과 RC 배터리 모델 사이에 모델 불확실성이 존재하더라도 정확한 SOC추정을 위하여 강인한 고이득 관측기를 설계한다. 하지만 이러한 강인한 고이득 관측기는 높은 이득으로 발생하는 튐 현상(peaking phenomenon)과 출력 측정오차에 민감하게 반응하여 발생하는 진동(perturbation)이 존재하는 단점이 있다. 그래서 이를 보완하기 위해 슬라이딩 모드 기법을 사용하여 강인한 고이득 관측기를 설계한다. 마지막으로 성능 검증을 위하여 선형 관측기, 고이득 관측기를 이용한 SOC 추정결과를 비교한다.

The Control of SFFS in the Office Environments and It's Integration

  • Kim, Jung-Su;Lee, Min-Cheol;Lee, Won-Hee;Kim, Dong-Soo
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.2164-2169
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    • 2005
  • SFFS(Solid Freeform Fabrication System) can quickly makes models and prototype parts from 3D computer-aided design (CAD) data. Three dimensional printing(3DP) is a kind of the solid freeform fabrication. The 3DP process slices the modeling data into the 50-200um along to z axis. And we pile the powder and make the manufactures. A manufacture is made by the SFFS has the precision of the 50um. Therefore the x-y table of SFFS to move a printhead must be the system that has a high speed and accuracy. So we proposed the SMCSPO algorithm for SFFS. The major contribution is the design of a robust observer for estimating the state and the perturbation of the timing belt system, which is combined with a robust controller. The control performance of the proposed algorithm is compared with PD control by the simulation and the experiment. The control algorithm of the SFFS is presented in the office environment. The system between control system and printhead for the SFFS is also integrated

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6자유도 정밀 스테이지의 추종제어를 위한 슬라이딩 모드 제어기 설계 (Design of a Robust Position Tracking Controller with Sliding Mode for a 6-DOF Micropositioning Stage)

  • 문준희;이봉구
    • 한국생산제조학회지
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    • 제20권2호
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    • pp.121-128
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    • 2011
  • As high precision industries such as semiconductor, TFT-LCD manufacturing and MEMS continue to grow, the demand for higher DOF precision stages has been increasing. In general, the stages should accommodate a prescribed range of payloads in order to position various precision manufacturing/inspection instruments. Therefore a nonlinear controller using sliding motion is developed, which bears mass perturbation and makes the upper plate of the stage move in 6 DOF. For the application of the nonlinear control, an observer is also developed based on expected noise covariance. To eliminate the steady state error of step response, integral terms are inserted into the state-space model. The linear term of the controller is designed using optimization scheme in which parameters can be weighted according to their physical significance, whereas the nonlinear term of the controller is designed using trial and error method. A comprehensive simulation study proves that the designed controller is robust against mass perturbation and completely eliminates steady state errors.

복강경 수술 로봇의 힘 반향을 위한 임피던스 모델 기반의 양방향 제어 (Impedance Model based Bilateral Control for Force reflection of a Laparoscopic Surgery Robot)

  • 윤성민;김원재;이민철
    • 제어로봇시스템학회논문지
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    • 제20권8호
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    • pp.801-806
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    • 2014
  • LAS (Laparoscopy Assisted Surgery) has been substituted alternatively for traditional open surgery. However, when using a commercialized robot assisted laparoscopic such as Da Vinci, surgeons have encountered some problems due to having to depend only on information by visual feedback. To solve this problem, a haptic function is required. In order to realize the haptic teleoperation system, a force feedback and bilateral control system are needed. Previous research showed that the perturbation value estimated by a SPO (Sliding Perturbation Observer) followed a reaction force that loaded on the surgical robot instrument. Thus, in this paper, the force feedback problem of surgical robots is solved through the reaction force estimation method. This paper then introduces the possibility of the haptic function realization of a laparoscopic surgery robot using a bilateral control system. For bilateral control, the master uses an impedance control and the slave uses a SMC (Sliding Mode Control). The experiment results show that a torque and force sensorless teleoperation system can be implemented using a bilateral control structure.

오피스용 3 차원 실물 복제기를 위한 타이밍 벨트 시스템의 고속.고 정밀 제어 (High Speed and Accuracy Control of Timing Belt System for SFFS of Office)

  • 이현정;김정수;이민철;김동수;이원희
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2004년도 추계학술대회 논문집
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    • pp.339-342
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    • 2004
  • The x-y table of the SFFS to move a printer head must be the system that has a high speed and accuracy. So we propose the SMCSPO algorithm on the timing belt system. The major contribution is the design of a robust observer for the state and the perturbation of the timing belt system, which is combined with a robust controller. The control performance of the proposed algorithm is compared with PD control by the experiments. The results of SMCSPO algorithm showed more accuracy and better performance than PD control. Therefore we may apply the algorithms to a high speed and accuracy control for SFFS.

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Robust Time-Optimal Control for Coarse/Fine Dual-Stage Systems

  • Kwon, Sang-Joo;Chung, Wan-Kyun;Youngil Youm
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1999년도 제14차 학술회의논문집
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    • pp.317-320
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    • 1999
  • A robust end time optimal conかof strategy for dual-stage servo system is presented. The time optimal trajectory for a mass-damper system is determined and given os a reference input to the servo system. The feedback controller is constructed so that the fine stage tracks the coarse stage errors and robustly designed as the“perturbation compensated sliding mode control(PCSMC)”law, a combination of slid-ing mode controller(SMC) and perturbation observer(PO). In addition, a null motion controller which regulates the fine stage at its neutral position is designed based on the“dynamic consistency”So, the overall dual-stage servo system exhibits the robust and time-optimal performance. The inherent merit and performance of the dual-stage system will be shown.

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슬라이딩 관측기를 이용한 에어셀과 반능동 서스펜션의 통합제어

  • 윤정주;유기성;이민철
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2004년도 춘계학술대회 논문요약집
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    • pp.182-182
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    • 2004
  • 기술의 발달과 생활환경의 고급화로 인해서 자동차 탑승자의 주행 안락감에 대한 욕구와 기대감이 높아지고 있어 자동차를 개발하는 데 중요한 요소가 되었다. Karnopp외 2인에 의해 제안된 스카이훅(sky-hook) 현가이론은 능동/반능동 현가장치와 관련하여 잘 알려진 제어알고리즘으로 노면의 외란에 의한 차체의 수직가속도를 줄이기 위해서 가상적인 기준면을 공증에 설정하고 차체와 가상의 기준면 사이에 감쇠기론 설치하는 개념이다. 기존의 스카이훅 현가이론을 비롯한 일반적인 제어에서는 고주파 성분의 제어 상태 파라미터들로 인하여 발생한 과도한 제어입력과 그에 따르는 제어의 비효율성이 존재하고 있다.(중략)

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