• Title/Summary/Keyword: 최적 PID 제어

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A study on The Fuzzy PID Controller for an gain self-tuning (이득동조를 위한 퍼지 PID 제어기의 연구)

  • 유상욱
    • Journal of the Institute of Electronics Engineers of Korea TE
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    • v.37 no.3
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    • pp.60-65
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    • 2000
  • We propose a new method to deal with the optimal gain self-tuning of the PID controller which is used to industrial process control in various fields. First of all, in this method, first order delay system which was modeled from the unit step response of the system is Pade-approximated, then initial values are determined by the Ziegler-Nickels method. Finally, we can find the parameters of Pm controller so as to maximize the fuzzy inferencl function which includes the maximum overshoot, damping ratio, rising time and settling time. The proposed method also shows good adaptability for variations in characteristics and dead time of the system.

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A Study on Controller Design for An Optimal Control of Container Crane (컨테이너 크레인의 최적제어를 위한 제어기 설계에 관한 연구)

  • 최성욱;손주한;이진우;이영진;이권순
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.142-142
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    • 2000
  • During the operation of crane system in container yard, it is necessary to control the crane trolley position so that the swing of the hanging container is minimized. Recently an automatic control system with high speed and rapid transportation is required. Therefore, we designed a controller to control the crane system with disturbances. In this paper, Ive present the neural network two degree of freedom PID controller to control the swing motion and trolley position. Then we executed the computer simulation to verify the performance of the proposed controller and compared the performance of the neural network PID controller with our proposed controller in terms of the rope swing and the precision of position control . Computer simulation results show that the proposed controller has better performances than neural network PID with disturbances.

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Tuning of LQ-PID Controller-Time Domain Approach (LQ-PID 제어기 동조-시간영역에서의 접근)

  • Yang Ji Hoon;Suh Byung Suhl
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.41 no.1
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    • pp.17-24
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    • 2004
  • This paper proposes an optimal robust LQ-PID controller design method for the second order systems to satisfy the design specifications in time domain. The tuning parameters of LQ-PID controller are determinated by the relationships between the design parameters of the overshoot and the settling time which are design specifications in time domain, and the weighting factors Q and R in LQR. we can achieve the performance-robustness in time domain as well as the stability-robustness.

Study On PID Gain Tuning Using CRA For DCS System (DCS 시스템에서 CRA를 이용한 PID 이득 Tuning에 관한 연구)

  • Lee, Sang-Hoon;Kang, Yun-Bok;Park, Ok-Deuk;Kim, Hyun-Su;Long, Nguyen Phi;Hieu, Nguyen Hoang;Kim, Han-Sil
    • Proceedings of the KIEE Conference
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    • 2006.10c
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    • pp.306-308
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    • 2006
  • 산업현장에서 가장 많이 활용되고 있는 PID제어기의 이론적인 배경을 토대로 실제 DCS 기반 플랜트에서 PID Tuning Method에 의한 PID제어기를 구현하고 제어성능을 확인한다. 또한 DCS(Distribute Control System)의 PID Controller를 분석하고 전 공정제어 System 중 일부분을 ARMA Modeling하여 만족스런 성능이 구현되도록 최적의 PID gain Parameter를 찾는다.

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RCGA-Based Optimal Speed Control of Marine Diesel Engine (RCGA에 기초한 선박 디젤 엔진의 최적 속도제어)

  • So, Myung-Ok;Lee, Yun-Hyung;Ahn, Jong-Kap;Jin, Gang-Gyoo;Cho, Kwon-Hae
    • Proceedings of the Korean Society of Marine Engineers Conference
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    • 2005.06a
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    • pp.268-273
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    • 2005
  • The conventional PID controller has been widely used in many industrial control system because engineers can easily understand how to deal with three parameters of PID controller. The conventional tuning methods, however, have a tendency depend on experience and experiment. In this paper a real-coded genetic algorithm is used to search for the optimal parameters of PID controller for marine diesel engine. Simulation results compared with conventional PID controller tuning methods show the effectiveness and good performance of proposed scheme.

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PPGA-Based Optimal Tuning of a Digital PID Controller (PPGA에 기초한 디지털 PID 제어기의 최적 동조)

  • Shin, Myung-Ho;Kim, Min-Jeong;Lee, Yun-Hyung;So, Myung-Ok;Jin, Gang-Gyoo
    • Proceedings of the Korean Society of Marine Engineers Conference
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    • 2005.06a
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    • pp.314-320
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    • 2005
  • In this paper, a methodology for estimating the parameters of a discrete-time system and designing a digital PID controller based on the estimated model and a genetic algorithm is presented. To deal with optimization problems occurring regarding parameter estimation and controller design, a pseudo parallel genetic algorithm (PPGA) is used. The parameters of a discrete-time system are estimated using both the model technique and a PPGA. The digital PID controller is described by the pulse transfer function and its parameters are tuned based on both the model reference technique and another PPGA. A set of experimental works on two processes are carried out to illustrate the performance of the proposed method.

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Load Frequency Control Charateristic of 2-Area Power Systems by Optimal PID Controller (최적PID 제어기에 의한 2지역 전력계통 부하주파수 제어특성에 관한 연구)

  • 정형환;이준탁;안병철;김용필;김해재
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.43 no.5
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    • pp.703-710
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    • 1994
  • This paper describes for the applicability of optimal PID controller to the load frequency control of 2-area power systems. The proposed optimal PID controllers are designed by the optimization technique of P.I.D's gain coefficients using the relatively ingeneous simplex method, and we have considered the system sensitivity for the optimal gains and the stable effects of systems to speed regulation changes. This PID controller for load frequency control systems with exciter shows better performances and robustness than conventional tie-line bias controller.

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Optimal design of PID controllers including Smith predictor structure by the model identification (모델 동정에 의한 Smith predictor 구조를 갖는 최적의 PID 제어기 설계)

  • Cho, Joon-Ho;Hwang, Hyung-Soo
    • Journal of the Institute of Electronics Engineers of Korea SC
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    • v.44 no.1
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    • pp.25-32
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    • 2007
  • In this paper, a new method for first order plus dead time(FOPDT) model identification is proposed, which can identity multiple points on a process step response in terms of classification of time response. The process input and output to the test are decomposed into the transient part and the steady-state part. The steady-state part express one FOPDT model and the transient part express variously FOPDT model using least square estimation method. The optimum parameter tuning algorithm for PID controller of the Smith Predictor is proposed through ITAE as performance index. The Simulation results show the validity and improvement of performance for various processes.

PSO-Based PID Controller for AVR Systems Concerned with Design Specification (설계사양을 고려한 AVR 시스템의 PSO 기반 PID 제어기)

  • Lee, Yun-Hyung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.10
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    • pp.330-338
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    • 2018
  • The proportional-integral-derivative(PID) controller has been widely used in the industry because of its robust performance and simple structure in a wide range of operating conditions. However, the AVR(Automatic Voltage Regulator) as a control system is not robust to variations of the power system parameters. Therefore, it is necessary to use PID controller to increase the stability and performance of the AVR system. In this paper, a novel design method for determining the optimal PID controller parameters of an AVR system using the particle swarm optimization(PSO) algorithm is presented. The proposed approach has superior features, including easy implementation, stable convergence characteristic and good computational efficiency. In order to assist estimating the performance of the proposed PSO-PID controller, a new performance criterion function is also defined. This evaluation function is intended to reflect when the maximum percentage overshoot, the settling time are given as design specifications. The ITAE evaluation function should impose a penalty if the design specifications are violated, so that the PSO algorithm satisfies the specifications when searching for the PID controller parameter. Finally, through the computer simulations, the proposed PSO-PID controller not only satisfies the given design specifications for the terminal voltage step response, but also shows better control performance than other similar recent studies.