• Title/Summary/Keyword: PI-Fuzzy Controller

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

  • 추연규;김병철;이광석;김현덕
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2002.11a
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    • pp.888-892
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    • 2002
  • In this paper, parallel type fuzzy controller is designed by using a hybrid connected type fuzzy-PID controller and a model reference fuzzy controller. The first controller that consists a fuzzy-PI and a fuzzy-PD making a hybrid type fuzzy-PID controller plays a role as firstly reaching stable responses and secondly overcoming disturbance in plants. The second controller, model reference fuzzy controller, plays a role as reaching faster responses than other controllers. We have confirmed that we get rapid and stable responses and the controller overcomes disturbance in a short time when there happens disturbance by using parallel type fuzzy controller applying to DC motor in this paper.

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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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    • 2001.10a
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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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A Study on Speed Control of Induction Motor using the Fuzzy Modifier (퍼지보상기를 이용한 유도전동기의 속도제어에 관한 연구)

  • Kim, Yuen-Chung;Lee, Sang-Suk;Won, Chung-Yuen;Kim, Young-Real
    • Proceedings of the KIEE Conference
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    • 1998.07f
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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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    • v.1 no.2
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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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A hybrid algorithm of fuzzy logic and conventional PI controller for the temperature control of glass melting furnace (유리 용해로 온도 제어를 위한 퍼지 로직과 PI 제어기의 복합형 제어 알고리듬)

  • Moon, Un-Chul;Kim, Heung-Shik;Park, Young-Moon
    • Journal of Institute of Control, Robotics and Systems
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    • v.4 no.2
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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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Fuel Flow Control of Turbojet Engine Using the Fuzzy PI+D Controller (퍼지 PI+D 제어기를 이용한 터보제트 엔진의 연료유량 제어)

  • Jung, Byeong-In;Jie, Min-Seok
    • Journal of Advanced Navigation Technology
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    • v.15 no.3
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    • pp.449-455
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    • 2011
  • In this paper, Proposed controller prevent compressor surge and reduce the acceleration time of the fuel flow control system for turbo-jet engine. Turbo-jet engine controller is designed by applying fuzzy PI+D control algorithm and make an inference by applying Mamdani's inference method and the defuzzification using the center of gravity method. Fuzzy inference results are used as the fuel flow control inputs to prevent compressor surge and flame-out for turbo-jet engine and the controller is designed to converge to the desired speed quickly and safely. Using MATLAB to perform computer simulations verified the performance of the proposed controller.

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

  • 정동화
    • Journal of the Korean Society of Safety
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    • v.14 no.4
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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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A study on self tuning fuzzy PI and PD type controller (PI 및 PD Type Fuzzy Controller의 자기동조에 관한 연구)

  • Lee, Sang-Seock
    • Journal of the Korean Society of Industry Convergence
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    • v.3 no.1
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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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Design of the Wavelet-Based Fuzzy PI/PO Controller Using DNA Coding Method (웨이블릿 기반 DNA 코딩기법을 이용한 광디스크 드라이브용 퍼지 PI/PD 제어기 설계)

  • Yu, Jong-Hwa;Joo, Young-Hoon;Park, Jin-Bae
    • Proceedings of the KIEE Conference
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    • 2004.11c
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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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The Design of a Sliding Mode Controller with Fuzzy PI-type Reaching Law (퍼지 PI 형 도달법칙을 가지는 가변 구조 제어기의 설계)

  • 이재호;조기원;채창현;이상재
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2001.06a
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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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