• 제목/요약/키워드: Adaptive PID control

검색결과 190건 처리시간 0.026초

이동구간 예측제어 기법을 이용한 적응 제어기의 전기로 적용 (Application of adaptive controller using receding-horizon predictive control strategy to the electric furnace)

  • 김진환;허욱열
    • 제어로봇시스템학회논문지
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    • 제2권1호
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    • pp.60-66
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    • 1996
  • Model Based Predictive Control(MBPC) has been widely used in predictive control since 80's. GPC[1] which is the superset of many MBPC strategies a popular method, but GPC has some weakness, such as insufficient stability analysis, non-applicability to internally unstable systems. However, CRHPC[2] proposed in 1991 overcomes the above limitations. So we chose RHPC based on CRHPC for electric furnace control. An electric furnace which has nonlinear properties and large time delay is difficult to control by linear controller because it needs nearly perfect modelling and optimal gain in case of PID. As a result, those controls are very time-consuming. In this paper, we applied RHPC with equality constraint to electric furnace. The reults of experiments also include the case of RHPC with monotonic weighting improving the transient response and including unmodelled dynamics. So, This paper proved the practical aspect of RHPC for real processes.

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비선형 시변 시스템을 위한 퍼지 보상기를 가진 적응 제어기 (An adaptive controller with fuzzy compensator for nonlinear time-varying systems)

  • 박거동;전완수;김종화;이만형
    • 제어로봇시스템학회논문지
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    • 제3권2호
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    • pp.149-155
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    • 1997
  • 본 논문에서는 비선형 시변 시스템을 제어할 경우 제어시스템의 안정성을 보장하고 성능을 향상시키기 위한 새로운 적응제어 구조를 전개하였다. 주어진 플랜트가 선형 시불변이라는 가정하에 표준 기준 모델 적응제어기가 적용될 경우 발생되는 출력오차는 플랜트의 비선형 시변특성으로 인하여 점근적으로 0에 수렴되지 않는다. 이때 미지의 출력오차를 점근적으로 0에 수렴시키는 방법으로 퍼지보상기를 사용하였으며 결과적으로 플랜트의 비선형 시변 특성을 보상하는 효과를 얻을 수 있었다. 퍼지 보상기로는 출력오차등의 조건에 따라 이득이 변하는 퍼지 PID 보상기를 도입하여 안정하게 설계되도록 노력하였다. 또한 출력오차를 점근적으로 0에 수렴시키는 것은 표준 기준 모델 적응제어기 내부의 모든 파라미터와 신호가 유한하게 됨을 의미하기 때문에, 제어시스템 전체의 안정도를 보장할 뿐만 아니라 결과적으로 과도응답 성능을 향상시킬 수 있게 되었다. 몇가지 예제를 대상으로 시뮬레이션을 수행하고 그 결과를 분석함으로써 비선형 시변 시스템을 제어할 경우 본 논문에서 전개된 새로운 적응제어 구조의 타당성을 확인하였다.

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추진기의 영향을 고려한 무인잠수정의 적응학습제어 (An Adaptive Learning Controller for Underwater Vehicle with Thruster Dynamics)

  • 이원창
    • 수산해양기술연구
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    • 제33권4호
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    • pp.290-297
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    • 1997
  • Underwater robotic vehicles(URVs) are used for various work assignments such as pipe-lining, inspection, data collection, drill support, hydrography mapping, construction, maintenance and repairing of undersea equipment, etc. As the use of such vehicles increases the development of vehicles having greater autonomy becomes highly desirable. The vehicle control system is one of the most critic vehicle subsystems to increase autonomy of the vehicle. The vehicle dynamics is nonlinear and time-varying. Hydrodynamic coefficients are often difficult to accurately estimate. It was also observed by experiments that the effect of electrically powered thruster dynamics on the vehicle become significant at low speed or stationkeeping. The conventional linear controller with fixed gains based on the simplified vehicle dynamics, such as PID, may not be able to handle these properties and result in poor performance. Therefore, it is desirable to have a control system with the capability of learning and adapting to the changes in the vehicle dynamics and operating parameters and providing desired performance. This paper presents an adaptive and learning control system which estimates a new set of parameters defined as combinations of unknown bounded constants of system parameter matrices, rather than system parameters. The control system is described with the proof of stability and the effect of unmodeled thruster dynamics on a single thruster vehicle system is also investigated.

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동력 절약형 유압유니트 제안 및 제어기 설계 (A Proposal of a Power Saving Hydraulic Unit and Controller Design)

  • 염만오;이상윤
    • 한국생산제조학회지
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    • 제19권1호
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    • pp.80-88
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    • 2010
  • In a conventional system, hydraulic unit pumps out pressurized oil when the power use is not even necessary. As a result, it causes much power loss. This study is on the proposal of new hydraulic unit which controls the revolution of the pump in order to produce proper power needed and to have good response characteristic. In addition, the existing control methods such as PID control method, fuzzy control method, and adaptive control method are applied to the proposed hydraulic unit. Then the best control method is selected and the controller is developed to realize minimum power loss.

고속 밀링 주축용 자기베어링 시스템의 디지털 제어기 설계 (Digital Controller Design of a Magnetic Bearing System for High Speed Milling Spindle)

  • 노승국;경진호;박종권
    • 한국공작기계학회:학술대회논문집
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    • 한국공작기계학회 2004년도 춘계학술대회 논문집
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    • pp.398-403
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    • 2004
  • The demand of high speed machining is increasing because the high speed cutting providers high efficiency of process, short process time, improved metal removal capacity and better surface finish. Active magnetic bearings allow much high surface speed than conventional ball bearings and therefore greatly suitable for high speed cutting. The automatic control concept of magnetic bearing system provides ability of intelligent control of spindle system to increase accuracy and flexibility by means of adaptive vibration control. This paper describes a design and development of a milling spindle system which includes built-in motor with power 5.5㎾ and maximum speed 70,000rpm, HSK-32C tool holer and active magnetic bearing system. Magnetic actuators are designed for satisfying static load condition. The Performances of manufactured spindle system was examined for its static and dynamic stiffness, load capacity, and rotational accuracy. This spindle was run up to 70,000 rpm stably, which is 3.5 million DmN.

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A Study on the Fuzzy Controller for an Unmanned Surface Vessel Designed for Sea Probes

  • Park, Soo-Hong;Kim, Jong-Kwon;Lee, Won-Boo;Jang, Cheol-Soon
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.586-589
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    • 2005
  • Recently, the applications of unmanned system are steadily increasing. Unmanned automatic system is suitable for routine mission such as reconnaissance, environment monitoring, resource conservation and investigation. Especially, for the ocean environmental probe mission, many ocean engineers had scoped with the routine and even risky works. The unmanned surface vessel designed for sea probes can replace the periodic and routine missions such as water sampling, temperature and salinity measuring, etc. In this paper, an unmanned surface vessel was designed for ocean environmental probe missions. A classical and an adaptive fuzzy control system were designed and tested for the unmanned surface vessel. The design methodologies and performance of the surface vessel and fuzzy control algorithm were illustrated and verified with this unmanned vessel system designed for sea probes.

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A Study on Trajectory Tracking Control of Field Robot

  • Seo, Woo-Seog;Kim, Sung-Su;Yang, Soon-Yong;Lee, Byung-Ryong;Ahn, Kyung-Kwan
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2001년도 ICCAS
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    • pp.132.4-132
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    • 2001
  • Field robot represented by excavator can be applied for various kinds of working in manufacturing, construction, agriculture etc. because of the flexibility of its multi-joint mechanism and the high power of hydraulic actuators. In general, the dynamics of field robot have strong coupling, various kinds of non-linearity, and time varying parameters according to working conditions. Therefore, it is very difficult to describe the system well, and design controller systematically based on its model. This paper established the mathematical model of field robot driven by electro-hydraulic servomechanism and constructed the adaptive control system robust to external load variations. The proposed control system for the field robot was evaluated by the computer simulation, and the performance results of trajectory tracking were compared with that of PID control system.

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적응 슬라이딩 모드 관측기를 이용한 Switched Reluctance Generator의 위치 센서 없는 구동에 관한 연구 (Adaptive Sliding Mode Observer for DC-Link Voltage Control of Switched Reluctance Generator without Position Sensor)

  • 최양광;김영석;김영조;최정수
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2002년도 춘계학술대회 논문집 전기기기 및 에너지변환시스템부문
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    • pp.179-182
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    • 2002
  • The position information of the rotor are required while the SRG(Switched Reluctance Generator) is drived. The position information is generally provided by shaft encoder or resolver. But it is weak in the dusty, high temperator and EMI environment. Therefore, the sensor is able to required to eliminated from the SRG. In this paper, a estimation algorithm for the rotor position of the SRG is introducted and a constant DC-link voltage is controled by PID controller. The estimation algorithm is implemened by the adaptive sliding observer and that it is able to estimate the rotor position well is proved by the simulation.

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GA 기반의 비선형 PID 제어기 설계 및 CSTR 프로세스에 응용 (GA-Based Design of a Nonlinear PID Controller and Application to a CSTR Process)

  • 이주연;소건백;이윤형;소명옥;진강규
    • Journal of Advanced Marine Engineering and Technology
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    • 제39권6호
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    • pp.633-641
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    • 2015
  • 선박, 발전소, 석유화학 등의 분야에서 운전되고 있는 많은 프로세스들은 강한 비선형성을 보일 뿐만 아니라 동시에 시변 특성도 가지고 있다. 이런 프로세스에 기존의 고정-파라미터 PID 제어기를 적용하면 성능이 나빠지고 경우에 따라서는 불안정해질 수도 있다. 따라서 본 연구에서는 복잡한 프로세스를 제어하기 위한 비선형 PID 제어기를 제안한다. 제안되는 제어기의 이득은 오차와 오차의 변화율의 비선형 함수로 기술되며, 사용자 파라미터들은 ITAE를 최소로 하는 관점에서 유전알고리즘으로 동조된다. 제안된 방법은 열분해반응 또는 촉매를 이용한 고분자합성에 널리 사용되는 연속 교반탱크반응기를 대상으로 시뮬레이션을 실시하며, 그 유효성을 보이기 위해 다른 두 비선형/적응 제어법과 비교한다.

자기부상식 미세구동기의 비집중 적응제어기법 (Decentralized Adaptive Control Scheme for Magnetically Levitated Fine Manipulators)

  • 신은주;송태승;유준;최기봉
    • 전기전자학회논문지
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    • 제3권2호
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    • pp.250-258
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    • 1999
  • 본 논문에서는 각 운동축들(자유도 또는 부시스템)간의 상호연관성에도 불구하고 자기부상식 미세구동기가 주어진 경로를 가능한 정밀하게 추종하도록 하는 비집중 적응제어기 설계가 제시되었다. 본 제어기는 알고있는 부시스템을 기반으로 하는 모델기준제어와 국부적응제어로 구성된다. 전자는 매니퓰레이터의 운동을 안정화시켜 기준모델을 따라가도록 하고, 후자는 간섭작용을 무기력화시키는 수준만큼 국부이득을 조정하여 전체시스템의 안정을 도모하고 연관성에 의해 유발되는 추정오차를 줄여준다. 실험결과를 통하여 제시된 기법이 기존의 PID제어기에 비해 추종성능과 외란제거 능력면에서 우수함을 보였다.

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