• 제목/요약/키워드: PID controller PID

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DC서보계에서 2중신경망을 이용한 확대 PID 제어기의 위치제어 (The Position Control Of Expended PID Controller Using Double-Layers Neural Network In DC Servo System)

  • 이정민;하홍곤
    • 융합신호처리학회 학술대회논문집
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    • 한국신호처리시스템학회 2000년도 하계종합학술대회논문집
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    • pp.105-108
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    • 2000
  • Many control techniques have been proposed in order to improve the control performance of discrete-time domain control system. In the position control system using a DC servo motor as a driver, the response-characteristic of system is controlled by the PID controller. In the PID control system, the transient response characteristic is more increased and settling time gets longer if gains of PID controller are unsuitable. In this paper, therefore, a expended PID control system is constructed by inserting a pre-compensator at output terminal of PID controller. It is implemented by using the double layers neural network. Form the results of computer simulation in the proposed control algorithm, its usefulness is verified.

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Multiplierless Digital PID Controller Using FPGA

  • Chivapreecha, Sorawat;Ronnarongrit, Narison;Yimman, Surapan;Pradabpet, Chusit;Dejhan, Kobchai
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.758-761
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    • 2004
  • This paper proposes a design and implementation of multiplierless digital PID (Proportional-Integral-Derivative) controller using FPGA (Field Programmable Gate Array) for controlling the speed of DC motor in digital system. The multiplierless PID structure is based on Distributed Arithmetic (DA). The DA is an efficient way to compute an inner product using partial products, each can be obtained by using look-up table. The PID controller is designed using MATLAB program to generate a set of coefficients associated with a desired controller characteristics. The controller coefficients are then included in VHDL (Very high speed integrated circuit Hardware Description Language) that implements the PID controller onto FPGA. MATLAB program is used to activate the PID controller, calculate and plot the time response of the control system. In addition, the hardware implementation uses VHDL and synthesis using FLEX10K Altera FPGA as target technology and use MAX+plusII program for overall development. Results in design are shown the speed performance and used area of FPGA. Finally, the experimental results can be shown when compared with the simulation results from MATLAB.

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신경회로망 기반 비선형 다변수 자기동조 PID 제어기의 설계 (Design of a nonlinear Multivariable Self-Tuning PID Controller based on neural network)

  • 조원철
    • 전자공학회논문지SC
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    • 제44권6호
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    • pp.1-10
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    • 2007
  • 본 논문에서는 비선형 다변수 시스템에 적응할 수 있는 신경회로망을 이용한 PID 구조를 갖는 직접 다변수 자기동조 제어기를 제안한다. 제어기에 적용되는 플랜트는 잡음, 시간지연과 상호결합항이 존재하며 파라미터가 변하는 비선형 다변수 시스템이다. 비선형 다변수 시스템은 선형부분과 비선형부분으로 분리한 형태로 구성되며, 선형제어기는 외부환경 변화에 적응할 수 있는 PID 제어기 특성을 가진 자기동조 PID 제어기 이다. 선형부분의 제어기 파라미터는 순환최소자승법으로 직접 추정하고 비선형 부분의 파라미터는 신경회로망으로 추정한다. 그리고 각 부분에서 추정한 파라미터를 합한 후 비선형 다변수 일반화 자기동조 제어기의 제어법칙에 적용한다. 제어 알고리듬의 타당성을 확인하기 위해 시간 지연이 있고 일정한 시간이 경과한 후 시스템의 파라미터가 변하는 비선형 다변수 시스템에 대해 컴퓨터 시뮬레이션을 하였다. 또한 기존의 신경회로망을 이용한 직접 다변수 적응 제어기에 비해 효과적이다.

직선형 도립 진자의 퍼지-PID 제어에 관한 연구 (A study on Fuzzy-PID Control of a Straight Line Type Inverted Pendulum)

  • Kim, J.M.;Lee, S.G.
    • 한국정밀공학회지
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    • 제11권6호
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    • pp.57-64
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    • 1994
  • This paper proposes a fuzzy tuning PID controller for straight line type inverted pendulum. The conventional PID controller which is used widely in industrial field has fatal drawback on determining control gains for practical system. The proposed controller tunes the gains automatically based on fuzzy urle derived from the experience of expert operator. The results of simulation and experiment show the efficiency of the proposed control method comparing with conventional PID control method in terms of rising time, overshoot, and overall errors.

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모델 불확실성을 고려한 변형된 IMC-PID 제어기 설계 (A Modified IMC-PID Controller Design Considering Model Uncertainty)

  • 김창현;임동균;서병설
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2005년도 심포지엄 논문집 정보 및 제어부문
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    • pp.128-130
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    • 2005
  • This paper proposes a modified IMC-PID controller that introduces controlling factor of the system identification to the standard IMC-PID controller in order to meet the design specifications such as gain, phase margin and maximum magnitude of sensitivity function in the frequency domain as well as the design specifications in time domain, settling, rising time and overshoot, and so on.

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지능형 PID 제어기 개발에 관한 연구 II (A Study of the Development of an Intelligent PID Cjontroller(II))

  • 유연운;이창구;김성중
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1993년도 한국자동제어학술회의논문집(국내학술편); Seoul National University, Seoul; 20-22 Oct. 1993
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    • pp.847-852
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    • 1993
  • In this paper, we present a recursive algorithm for the auto-tuning of PID controllers by optimizing a GPC criterion. Also, we develop an intelligent PID controller by combination of a recursive algorithm together with a supervisor, that allows to adjust the main controller parameters (prediction horizon, control weighting, sample time etc.) using some simple rules which is mainly built up through relay tuning experiments. The intelligent PID controller has been implemented successfully on an IBM PC/AT and some simulation results are presented.

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IMC-PID 제어기의 최적 동조 (An Optimum Tuning for IMC-PID Controller)

  • 박종수;임동균;서병설
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2005년도 학술대회 논문집 정보 및 제어부문
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    • pp.167-169
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    • 2005
  • This paper proposes an optimum tuning which improves the tuning effect of IMC-PID and guarantees the performance and robustness of controller system by considering gain margin, phase margin, sensitivity functions and integral square error(ISE) for IMC-PID controller.

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흡인식 자기부상시스템의 $H_ {\infty}$ PID 제어기 설계 ($H_ {\infty}$ PID Controller Design for an Attraction Type Magnetic Levitation System)

  • 김석주;김춘경;권순만
    • 전기학회논문지
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    • 제57권9호
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    • pp.1624-1627
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    • 2008
  • This paper deals with a linear matrix inequality (LMI) approach to the design of a PID controller for an attraction type magnetic levitation system. First, we convert the $H_ {\infty}$ PID controller problem into a static output feedback problem. We then solve the static output problem by using the recently developed penalty function method. Numerical experiments show the effectiveness of the proposed algorithm.

교류-직류시스템의 안정화를 위한 면역알고리즘을 이용한 최적 PID 제어기 설계 (Design of PID Controller using Immune Algorithm for AC-DC Power System)

  • 정현화;허동렬;이정필;정형환
    • 한국마린엔지니어링학회:학술대회논문집
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    • 한국마린엔지니어링학회 2001년도 춘계학술대회 논문집
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    • pp.225-230
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    • 2001
  • In this paper, a method for optimal design of PID controller using the immune algorithm(IA) has been proposed to improve the stability of A.C.-D.C. power system. The process of this study is composed of formulation of basic controls on HVDC transmission system, mathematical model preparation for stability analysis, and supplementary signal control by an optimal PID controller using the IA. The dynamic property was verified through computer simulations regarding transient stability.

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가변 설계 파라미터 퍼지 PID 제어기를 이용한 비선형 유압시스템의 위치 제어 (A Position Control of Nonlinear Hydraulic System using Variable Design-Parameter Fuzzy PID Controller)

  • 김인환;김종화;김진규
    • Journal of Advanced Marine Engineering and Technology
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    • 제28권1호
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    • pp.136-144
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    • 2004
  • In general a hydraulic system which uses a single rod hydraulic as an actuator is modeled as a nonlinear system and reveals uncertain Parameter characteristics such as the density variation of hydraulic oil and is subject to load variations and severe disturbances during operation. A variable design-parameter fuzzy PID controller is adopted to solve these undesirable internal and external problems and its effectiveness is verified through computer simulations for control performance and real time control possibility.