• Title/Summary/Keyword: PI-Fuzzy Controller

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Speed Control of an Induction Moter using Fuzzy-Neural Controller (퍼지-뉴럴 제어기를 이용한 유도전동기 속도 제어)

  • Choi, Sung-Dae;Kim, Lark-Kyo
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.55 no.10
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    • pp.443-445
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    • 2006
  • Generally PI controller is used to control the speed of an induction motor. It has the good performance of speed control in case of adjusting the control parameters. But it occurred the problem to change the control parameters in the change of operation condition. In order to solve this problem, Fuzzy control or Artificial neural network is introduced in the speed control of an induction motor. However, Fuzzy control have the problems as the difficulties to change the membership function and fuzzy rule and the remaining error Also Neural network has the problem as the difficulties to analyze the behavior of inner part. Therefore, the study on the combination of two controller is proceeded. In this paper, Fuzzy-neural controller to make up these controllers in parallel is proposed and the speed control of an induction motor is performed using the proposed controller Through the experiment, the fast response and good stability of the proposed speed controller is proved.

Implementation of Fuzzy Control Algorithm For Nuclear Power Plant Steam Generator Level Control At Field Controller (원자력발전소 증기발생기 수위제어를 위한 퍼지제어기법의 현장 제어기계에의 적용)

  • 박기용;허우성;성풍현
    • Transactions of the Korean Society of Mechanical Engineers
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    • v.19 no.1
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    • pp.111-121
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    • 1995
  • A fuzzy control algorithm of bell-type membership functions and 9 rules is constructed for narrow range level control of steam generators in nuclear power plants. It is implemented at a field digital distributed controller, a Westinghouse-made controller called Westinghouse Distributed Processing Family(WDPF). Performance for level control of the developed fuzzy controller is compared with that of conventional controller, both at the field controller. For these comparisons, both the fuzzy control algorithm and the conventional PI control algorithm were carefully tuned. Also the sampling time for optimal performance was investigated. The results show that the fuzzy control algorithm is not only better in performance than the conventional algorithm but also much easier to be tuned by operators in the field.

Design of Fuzzy Logic Controller for a SRM Variable Speed Drive on Vehicle (차량용 SRM의 가변속 구동을 위한 퍼지 제어기 설계)

  • 송병섭;엄기명;윤용호;원충연;김덕근
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2000.11a
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    • pp.193-198
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    • 2000
  • Switched reluctance motor drives have been finding their applications in the variable speed drives due to their relatively low cost, simple and robust structure, controllability and high efficiency. Fuzzy control does not need any model of plant. It is based on plant operator experience and heuristics. Fuzzy control is basically adaptive and gives robust performance for plant parameter variation. This paper deals with the sped control of switched reluctance motor using fuzzy controller with 7-rule based fuzzy logic. The proposed fuzzy controller is superior to the control performance of the conventional PI controller. The fuzzy controller is implemented by 80C196KC, 16 bit one-chip microcontroller.

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Hybrid PI Controller for Performance Improvement of IPMSM Drive (IPMSM 드라이브의 성능 향상을 위한 하이브리드 PI 제어기)

  • Nam, Su-Myeong;Lee, Jung-Chul;Lee, Hong-Gyun;Choi, Jung-Sik;Ko, Jae-Sub;Park, Gi-Tae;Chung, Dong-Hwa
    • Proceedings of the KIEE Conference
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    • 2005.04a
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    • pp.191-193
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    • 2005
  • This paper presents Hybrid PI controller of IPMSM drive using fuzzy adaptive mechanism(FAM) control. To increase the robustness, fixed gam PI controller, Hybrid PI controller proposes a new method based self tuning PI controller. Hybrid PI controller is developed to minimize overshoot and settling time following sudden parameter changes such as speed, load torque, inertia, rotor resistance and self inductance. The results on a speed controller of IPMSM are presented to show the effectiveness of the proposed gain tuner. And this controller is better than the fixed gains one in terms of robustness, even under great variations of operating conditions and load disturbance.

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Implemented of Fuzzy PI+PD Logic circuits for DC Servo Control Using Decomposition of $\alpha$-level fuzzy set ($\alpha$-레벨 퍼지집합 분해에 의한 직류 서보제어용 퍼지 PI+PD 로직회로 구현)

  • Hong, J.P.;Won, T.H.;Jeong, J.W.;Lee, Y.S.;Lee, S.M.;Hong, S.I.
    • Proceedings of the KIPE Conference
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    • 2008.06a
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    • pp.127-129
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    • 2008
  • This paper describes a method of approximate reasoning for fuzzy control of servo system, based on decomposition of -level fuzzy sets. It is propose that logic circuits for fuzzy PI+PD are a body from fuzzy inference to defuzzificaion in cases where the output variable u directly is generated PWM. The effectiveness for robust and faster response of the fuzzy control scheme is verified for a variable parameter by comparison with a PID control and fuzzy control. A position control of DC servo system with a fuzzy logic controller successfully demonstrated.

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Development of Edge Detecting Sensor Using Ultrasonic Module and Design of Fuzzy PID/PI Edge-Line-Controller (초음파 센서를 이용한 끝선 검출 모듈 개발 및 퍼지 PID/PI 끝선 제어기 설계)

  • Lee, Eun-Jin;Kang, Jin-Shig
    • Journal of the Korean Institute of Intelligent Systems
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    • v.20 no.1
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    • pp.88-93
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    • 2010
  • In this paper, an edge detecting sensor using ultrasonic detection module is developed which will be used for areas of industrial applications such as plastic film winding system, cloth winding system, paper roll industry, etc. The developed sensor have properties that more exactly detect the edge line, that less affected by environmental noise, and that it produced more stable measurement output. The mass of the winding object is dominantly affect the dynamics of the system and it could produce undesirable result of the system such as stability of the closed-loop system and accuracy of edge-line-following-control(ELFC) objective. Also, there exist sensor noise due to the mechanical vibration or other environmental effect. These noise also degrade the efficiency of control system. In order to compensate these problems, this paper present a fuzzy PI/PID edge-line-controller, and which is designed and implemented.

Phase stabilization of fiber optic ESPI using Fuzzy PI controller (퍼지 PI제어를 이용한 광섬유형 ESPI의 위상 안정화)

  • Park, Hyoung-Jun;Song, Min-Ho
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2004.05a
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    • pp.530-534
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    • 2004
  • We propose a phase stabilisation and control system for the use in fiber-optic ESPI. The fast phase stabilisation against environmental perturbations has been achieved by using Fuzzy PI control. Combined with closed-loop switching, the system showed accurate and fast ${\pi}/2$ phase stepping capability.

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FUZZY Gain Tuning of PI Speed Controller Depending on Afterloads In Total Artificially Heart

  • Choi, Jong-Hoon;Choi, Won-Woo;Choi, Jae-Soon;Om, Kyong-Sik;Lee, Jung-Hoon;Min, Byoung-Goo
    • Proceedings of the KOSOMBE Conference
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    • v.1997 no.05
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    • pp.156-160
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    • 1997
  • In this paper, the control scheme is proposed that PI controller parameter used for TAH speed control is adapted by fuzzy logic method using only the motor current waveform. By scheduling PI parameters, minimization of the vibration and the energy consumption and overcoming AoP loads becomes possible. In in vitro tests experimental results show our approach is a good scheme that is adapted to changing afterloads well.

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Design of Robust PI Controller for DC-DC Converter (DC-DC 컨버터에 대한 강인한 PI 제어기 설계)

  • Lee, Hyun-Seok;Ko, Chang-Min;Park, Seong-Hun;Park, Seung-Kyu;Ahn, Ho-Kyun
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.997_998
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    • 2009
  • Nowadays DC-DC converter has been used widely in electronic production. It has a high requirement in wide input voltage, load variations, stability, providing a fast transient response and the most important thing is that it can be applied easily and efficiently. However, it is not easy to be controlled because of nonlinear system. This study introduces a fuzzy linear control design method for nonlinear systems with optimal $H^{\infty}$ robustness performance. First, the Takagi and Sugeno fuzzy linear model is employed to approximate a nonlinear system. Next, based on the fuzzy linear model, a fuzzy controller is developed to stabilize the nonlinear system, and at the same time the effect of external disturbance on control performance is attenuated to a minimum level. Thus based on the fuzzy linear model, ��$H^{\infty}$ performance design can be achieved in nonlinear control systems. Linear matrix inequality (LMI) techniques are employed to solve this robust fuzzy control problem. PI control structure is used and the control gains are determined based on $H^{\infty}$ control.

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Development on Fuzzy Controller for DC Series Wound Motor of Tensile System (초정밀 인장기용 직류 직권모터의 퍼지제어기 개발)

  • Bae, Jong-Il;Jung, Dong-Ho
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.2 no.4
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    • pp.73-81
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    • 2003
  • DC series wound motor is commonly used for the industrial vehicles. Although it has good operating torque, heavy variations of parameters and nonlinear properties on friction and loads make it difficult to satisfy desired performance using conventional controllers. To solve this problem, fuzzy controller is proposed in this paper. The fuzzy controller has been designed based on the fuzziness of variables, it retains robustness even with nonlinearity.

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