• 제목/요약/키워드: Fuzzy-PI controller

검색결과 303건 처리시간 0.034초

모델참조 퍼지 알고리즘을 이용한 병렬형 퍼지제어기 설계 (Design of Parallel Type Fuzzy Controller Using Model Reference Fuzzy Algorithm)

  • 추연규;김병철;이광석;김현덕
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2002년도 추계종합학술대회
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    • pp.888-892
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    • 2002
  • 본 논문에서는 Hybrid형 퍼지-PID 제어기와 모델참조 퍼지제어기를 이용하여 병렬형 퍼지 제어기를 설계 하였다. 먼저 첫 번째 제어기는 퍼지 PI와 퍼지 PD가 결합한 Hybrid형 퍼지-PID 제어기로서 원하는 응답특성에 대해 안정하게 도달하는 목적과 플랜트에 대해 외란이 발생한 경우 외란을 극복할 수 있는 역할을 하게 된다. 그리고 두 번째 제어기인 모델참조 퍼지제어기는 원하는 응답에 대해 빠른 응답을 나타낼 수 있도록 설계하였다. 본 논문에서 설계된 병령형 퍼지제어기를 이용하여 DC 모터에 적용하여 응답특성을 살펴본 결과 빠르고 안정된 응답특성과 또한 외란이 발생한 경우 빠른 시간에서 외란을 극복함을 확인하였다.

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Robust Speed Controller of Induction Motor using Neural Network-based Self-Tuning Fuzzy PI-PD Controller

  • Kim, Sang-Min;Kwon, Chung-Jin;Lee, Chang-Goo;Kim, Sung-Joong;Han, Woo-Youn;Shin, Dong-Youn
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2001년도 ICCAS
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    • pp.67.1-67
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    • 2001
  • This paper presents a neural network based self-tuning fuzzy PI-PD control scheme for robust speed control of induction motor. The PID controller is being widely used in industrial applications. When continuously used long time, the electric and mechanical parameters of induction motor change, degrading the performance of PID controller considerably. This paper re-analyzes the fuzzy controller as conventional PID controller structure, and proposes a neural network based self-tuning fuzzy PI-PD controller whose scaling factors are adjusted automatically. Proposed scheme is simple in structure and computational burden is small ...

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퍼지보상기를 이용한 유도전동기의 속도제어에 관한 연구 (A Study on Speed Control of Induction Motor using the Fuzzy Modifier)

  • 김연충;이상석;원충연;김영렬
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1998년도 하계학술대회 논문집 F
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    • pp.2012-2014
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    • 1998
  • The conventional PI controller has been widely used in industrial applications. If a PI control gain is selected suitable, the PI controller shows very good control performance. But it is very difficult to find the optimal PI control gain. Therefore, in this paper, the 4-rule based fuzzy logic modifier of the conventional PI controller are presented. The fuzzy logic modifier which exhibits a stabilizing effects on the closed-loop system, has good robustness regarding the improperly tuned PI controller. The simulation are performed to verify the capability of proposed control method on vector controlled induction motor drive system.

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Speed Control of Induction Machines Using Fuzzy Algorithm with Hierarchical Structure

  • Lee, Ho-Seok;Cho, Soon-Bong;Hyun, Dong-Seok
    • Journal of Electrical Engineering and information Science
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    • 제1권2호
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    • pp.101-108
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    • 1996
  • A new speed controller based on the fuzzy algorithm with hierarchical structure is presented. The input variables of the controller are speed error and its derivative(change of error), where the output variable is the change of torque current command. Several comparisons were performed with conventional PI (proportional plus integral) controller and proposed controller. These controllers are applied to the laboratory model drive system with 2.2kW induction motor. Some simulation and experimental results show that the speed controller using fuzzy algorithm is more robust than the conventional PI controller.

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유리 용해로 온도 제어를 위한 퍼지 로직과 PI 제어기의 복합형 제어 알고리듬 (A hybrid algorithm of fuzzy logic and conventional PI controller for the temperature control of glass melting furnace)

  • 문운철;김흥식;박영문
    • 제어로봇시스템학회논문지
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    • 제4권2호
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    • pp.215-219
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    • 1998
  • This paper presents a practical application of fuzzy logic control to temperature control of glass melting furnace. Due to the characteristics of glass melting furnace, a hybrid algorithm of conventional PI controller and fuzzy logic controller is proposed and discussed. Practical implementation results of the production furnace showed the effectiveness of the proposed control algorithm.

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퍼지 PI+D 제어기를 이용한 터보제트 엔진의 연료유량 제어 (Fuel Flow Control of Turbojet Engine Using the Fuzzy PI+D Controller)

  • 정병인;지민석
    • 한국항행학회논문지
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    • 제15권3호
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    • pp.449-455
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    • 2011
  • 본 논문에서는 연료유량이 제어 수단인 터보제트 엔진에 대해 압축기의 서지를 방지하면서 가속시간을 줄일 수 있는 제어기를 제안하였다. 퍼지이론과 PI+D 제어 알고리즘을 적용하는 터보제트 엔진 제어기를 설계하였고 Mamdani의 추론법을 적용하여 추론하고, 비퍼지화는 무게 중심법을 사용하였다. 퍼지추론 결과는 터보제트 엔진의 가감속시 서지와 flame-out 현상을 방지하기 위해 연료 유량 제어 입력으로 사용되고, 신속하고 안전하게 원하는 속도로 수렴할 수 있도록 제어기를 설계한다. MATLAB을 사용한 컴퓨터 시뮬레이션을 수행하여 제안된 제어기의 성능을 입증하였다.

유도전동기 드라이브 시스템의 강인성 제어를 위한 퍼지 제어기 (A Fuzzy Controller for Robust Control of Induction Motor Drive System)

  • 정동화
    • 한국안전학회지
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    • 제14권4호
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    • pp.108-113
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    • 1999
  • This paper presents a study on fuzzy speed and flux controller used in a vector control of a CRPWM(Current Ragulated PWM) induction motor drive. In this paper, an approach for an easier design of the fuzzy controller is presented in order to obtain the desired value for the response time with minimal overshoot and to improve the steady state performance for speed step commands. The fuzzy controller is constructed only upon the knowledge of the motor behaviour and the desired speed response, and provides fast and robust control by reducing the effects of nonlinearities, parameter changes and load disturbance. The results of applying the fuzzy logic controller to an IM drive system are compared with those obtained by application of a conventional PI controller. The fuzzy controller provided a better response than the PI controller.

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PI 및 PD Type Fuzzy Controller의 자기동조에 관한 연구 (A study on self tuning fuzzy PI and PD type controller)

  • 이상석
    • 한국산업융합학회 논문집
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    • 제3권1호
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    • pp.3-8
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    • 2000
  • This paper describes a development of self tuning scheme for PI and PO type fuzzy controllers. The output scaling factor(SF) is adjusted on-line by fuzzy rules according to the current trend of the controlled process. The rule-base for tuning the output SF is defined on error and change of error for the controlled variable using the most natural and unbiased membership functions. Simulation results demonstrate the better control performance can be achieved in comparison with Ziegler-Nichols(Z-N) PID controllers.

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웨이블릿 기반 DNA 코딩기법을 이용한 광디스크 드라이브용 퍼지 PI/PD 제어기 설계 (Design of the Wavelet-Based Fuzzy PI/PO Controller Using DNA Coding Method)

  • 유종화;주영훈;박진배
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2004년도 학술대회 논문집 정보 및 제어부문
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    • pp.370-372
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    • 2004
  • This paper addresses the wavelet-based fuzzy PI/PD controller design using DNA coding method. A structure of fuzzy controller model is adopted as the wavelet transform of which the coefficients are identified. The proposed method overcomes some mathematical limits of conventional methods by using the fuzzy logic that is optimized by DNA coding method. The feasibility of the proposed fuzzy controller design scheme is verified by applying to the servo control of the optical disk drive.

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퍼지 PI 형 도달법칙을 가지는 가변 구조 제어기의 설계 (The Design of a Sliding Mode Controller with Fuzzy PI-type Reaching Law)

  • 이재호;조기원;채창현;이상재
    • 융합신호처리학회 학술대회논문집
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    • 한국신호처리시스템학회 2001년도 하계 학술대회 논문집(KISPS SUMMER CONFERENCE 2001
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    • pp.105-108
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    • 2001
  • In this paper, we proposed a variable structure controller with fuzzy PI-쇼pe reaching law. we fuzzified as inputs to fuzzy system Rf(representative point's orthogonal distance(rd) to switching surface and RP's distance(r) to the origin of the 2-dimensional space whose coordinates are the error and the error rate. The increments of the coefficients $k_{p}$ and $k_{i}$, of the reaching law are calculated appropriate by the simplified Mamdanl inference. The proposed fuzzy PI-type reaching law makes it reduce the chattering and has no need to tune the PI parameters of reaching law. The effectiveness of the proposed fuzzy PI-type reaching law is shown by the simulation results of the control of a Ball-balance System.

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