• Title/Summary/Keyword: 퍼지 PID 제어

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Simulation for Intelligent Cruise Control of vehicle using Fuzzy-PID Controller (Fuzzy-PID 제어기를 이용한 차량의 정속주행 시뮬레이션)

  • 임영도;김승철;박재형
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.2 no.4
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    • pp.603-610
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    • 1998
  • The purpose of this paper is to describe how the characteristics of the movement of cars can be modeled with computers. For this, we use Matlab and simulate the characteristics of the cruise-speed at which the car is driven using the Fuzzy PID controller. The model of the car is designed by M-S(Matlab-Simulink) and each parameter of PID is estimated automatically by the Fuzzy controller. The simulation of the car is carried out on straight base tracks, and then this is compared and analyzed with the simple Fuzzy controller and the simple PID controller.

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Speed Control of Marine Gas Turbine Engines Using a RCGA and Fuzzy Technique (RCGA와 퍼지기법을 이용한 선박용 가스터빈 엔진의 속도제어)

  • So, Myung-Ok;Lee, Yun-Hyung;Jin, Gang-Gyoo;Jung, Byung-Gun;Kang, In-Chul
    • Proceedings of the Korean Society of Marine Engineers Conference
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    • 2005.06a
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    • pp.274-280
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    • 2005
  • The system parameters of gas turbine engine tend to change remarkably in real operating condition. It means that operators have to consider environment and suitably control fuel flow. The conventional PID controller, however, can not guarantee good control performance in the aspect of system parameter change. This paper, therefore, proposes a scheme for integrating PID control and fuzzy technique to obtain the good performance of gas turbine engine speed control on the whole operating range. The effectiveness of the proposed fuzzy PID controller is verified through computer simulation.

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Design of Fuzzy PID Controller for Tracking Control (퍼지 PID 제어를 이용한 추종 제어기 설계)

  • Kim, Bong--Joo;Chung, Chung-Chao
    • Journal of Institute of Control, Robotics and Systems
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    • v.7 no.7
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    • pp.622-631
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    • 2001
  • This paper presents a fuzzy modified PID controller that uses linear fuzzy inference method. In this structure, the proportional and derivative gains vary with the output of the system under control. 2-input PD type fuzzy controller is designed to obtain the varying gains. The proposed fuzzy PID structure maintains the same performance as the same performance as the general-purpose linear PID controller, and enhances the tracking performance over a wide range of input. Numerical simulations and experimental results show the effectiveness of the fuzzy PID controller in comparison with the conventional PID controller.

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A Study of the Depth Control System and the Collision Avoidance System for the Manta-type UUV (만타형 UUV의 심도제어와 충돌회피에 관한 연구)

  • Kim, Ju-Han;Lee, Seung-Keon;Lee, Sang-Eui;Bae, Cheol-Han
    • Journal of Navigation and Port Research
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    • v.32 no.6
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    • pp.447-452
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    • 2008
  • In this paper, the automatic depth control system and the collision avoidance system of the Manta UUV have been established in vertical and horizontal plane. The PID control theory and the Fuzzy theory are adopted in this system. The 6-DOF MMG model had been established by theoretical calculations and captive model test results. The depth control simulation results have been fully presented. The collision risks of the UUV had calculated by the fuzzy theory with the virtual sonar system. Finally, the automatic depth control system and the collision avoidance simulation system of Manta UUV have been fully developed and simulated.

Self -Tuning Scheme for Parameters of PID Controllers by Fuzzy Inference (퍼지추론에 의한 PID제어기의 파라미터 Tuning의 구성)

  • 이요섭;홍순일
    • Journal of the Institute of Convergence Signal Processing
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    • v.4 no.4
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    • pp.52-57
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    • 2003
  • A PID parameter tuning method was presented by the fuzzy singleton inference, based on step response-shaping of plant and experience knowledge of expert. The parameter-tuning has tow levels. The higher level determines modified coefficients for the controller based on operator's tuning know-how for characteristics of plant which can not be modeled. The lower level determines specified coefficients based on characteristics of response by Ziegler-Nickel's bounded sensitivity method. The last level parameters tuning of a PID controller is adjusted which the modified and specified coefficients makes adjustment rule, and is adjusted the proper value to each parameters by fuzzy singleton inference. Moreover, proposed the tuning method can reflex exporter knowledge and operator's tuning know-how and fuzzy singleton inference is rapidly operated.

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A study on the Speed Controller with High Accuracy of an Induction Motor by Fuzzy Algorithms (퍼지알고리즘에 의한 유도전동기의 고정도 속도제어에 관한 연구)

  • Song, Ho-Shin;Lee, Oh-Geul;Lee, Joon-Tark;Woo, Jung-In
    • Journal of the Korean Institute of Intelligent Systems
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    • v.3 no.2
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    • pp.45-57
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    • 1993
  • In this paper, we design the speed controller with high accuracy of an induction motor by the Fuzzy algorithms, which recently is invoking the remarkable interest. In order to reduce the steady state errors and the reaching times, the adjustment techniques of a series of optimal scaling factors are presented. Comparing with conventional PID control, the usefulness of proposed Fuzzy control will be proved by the simulations.

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Fuzzy Controller Design for Water level Control of Power Plant Drum (화력발전소 드럼의 수위제어를 위한 퍼지 제어기의 설계)

  • 이상혁
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.17 no.1
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    • pp.25-30
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    • 2003
  • In this paper, we propose a fuzzy controller design method for the water level control of the power plant drum in the form of nominimum phase system The proposed method is based on T. Takagi and H. Sugeno's fuzzy model. And we illustrate the improved characteristics as the simulation results, comparing with the conventional the PID and LQ controller design methods.

Nonlinear Hydraulic System Control using Fuzzy PID Controller (퍼지 PID제어기를 이용한 비선형 유압시스템의 제어)

  • 김인환
    • Journal of Advanced Marine Engineering and Technology
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    • v.23 no.4
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    • pp.583-592
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    • 1999
  • In order to control systems which contain nonlinearities control strategies must deal with the effects of them. Since most of control methods based on system mathematical models have been mainly developed focused on stability robustness against nonlinearities or uncertainties under the assumption that controlled systems are linear time invariant they have certain amount of limita-tions to smartly improve control perfomances of systems disturbed by nonlinearities or uncertainties. In this paper the fuzzy PID control law is suggested which can improve control performances of the nonlinear heavy load hydraulic systems disturbed by nonlinearities and uncertainties. Although the derivation process is based on the design process similar to general fuzzy logic con-troller resultant control law has analytical forms with time varying PID gains rather than linguis-tic forms so that implementation using commn-used versatile microprocessors can be achieved easily and effectively in real-time control aspect.

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Design of a IA-Fuzzy Precompensated PID Controller for Load Frequency Control of Power Systems (전력시스템의 부하주파수 제어를 위한 IA-Fuzzy 전 보상 PID 제어기 설계)

  • 정형환;이정필;정문규;김창현
    • Journal of Advanced Marine Engineering and Technology
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    • v.26 no.4
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    • pp.415-424
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    • 2002
  • In this paper, a robust fuzzy precompensated PID controller using immune algorithm for load frequency control of 2-area power system is proposed. Here, a fuzzy precompensated PID controller is designed as a fuzzy logic based precompensation approach for PID controller. This scheme is easily implemented by adding a fuzzy precompensator to an existing PID controller. We optimize the fuzzy precompensator with an immune algorithm for complementing the demerit such as the difficulty of the component selection of fuzzy controller, namely, scaling factor, membership function and fuzzy rules. Simulation results show that the proposed robust load frequency controller can achieve good performance even in the presence of generation rate constraints.

Attitude Control of Surface Ship using fuzzy inference technique (퍼지추론 기법을 이용한 선체자세 제어)

  • 김희정;김용기
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2001.05a
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    • pp.149-152
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    • 2001
  • 선박이 해상에서 운항시, 선체는 파도에 의해 심하게 동요되기 때문에 승선감과 안전성이 저하된다. 따라서 선박의 안전항해, 쾌적한 승선감, 구조적인 안전 보장을 위한 선체제어를 위한 필요성이 증대되어 왔다. 기존의 PID 제어기법 등은 정상편차가 적어 과도응답의 문제점 및 오차누적의 문제점이 있고, 퍼지제어 기법은 최적화가 어렵다는 단점을 가진다. 본 논문에서는 퍼지추론 기법을 이용한 선체자세 제어기법으로 운동체에 관한 전문가의 지식과 경험을 바탕으로 퍼지집합과 퍼지규칙을 설정하고 설계된 퍼지 추론을 통해 현재의 운동상황을 판단함으로써 효과적인 최적화와 자세계산을 수행할 수 있다. 본 논문에서는 퍼지추론을 이용한 자세제어 알고리즘을 제안하고 실시간 시뮬레이션을 통하여 시험한다.

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