• Title/Summary/Keyword: PI형 퍼지 제어기

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The Design of a Robust Self-Tuning Controller using PI-Type Fuzzy Controllers (PI형 퍼지제어기를 이용한 강인한 자기동조 시스템 설계)

  • 김민정;강신출;이인용;박재형;최부귀;임영도
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2000.11a
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    • pp.497-505
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    • 2000
  • 퍼지 논리 제어기(FLC)는 복잡한 프로세스와 비선형 프로세스와 비선형 프로세스에 사용되기 위해 연구되어져왔다. PI형 퍼지 제어기는 가장 보편적이고 실용적이다. 그러나 종래의 PI형 퍼지 제어기들은 큰 불감대를 가진 시스템이나 비선형 시스템에 대해 큰 오버슛과 과도한 발진으로 인해 불안정하다. 본 논문에서는 PI형 퍼지 제어기에서 제어 입력의 축적에 의해 야기된 오버슛을 제거하기 위한 관점에서, 두 개의 퍼지 제어기를 사용하여 좋은 성능을 이루기 위해, 직접적인 성능치로부터가 아니라, 현재의 프로세스 경향에만 의존하여, 조정하는 제어동작들을 발생하는 자기 동조 메카니즘을 사용하였다. 시뮬레이션 결과, 비선형 프로세스뿐만 아니라 선형의 다양한 형태를 갖는 프로세스에서 제안된 PI형 퍼지 제어기가 종래의 제어기의 성능을 능가한다는 것을 보여준다.

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A Study on the Design of Fuzzy Controller for a Turbojet Engine Model and its Performance Enhancement through Satisfactory Multiple Objectives (터보제트엔진의 퍼지제어기 설계 및 다목적함수 만족기법을 통한 제어성능 향상에 관한 연구)

  • Han,Dong-Ju
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.31 no.6
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    • pp.61-71
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    • 2003
  • In the study of control technique for a turbojet engine model, the Takagi-Sugeno fuzzy logic controller has been designed based on the model identification by the well designed PI controlled system through T-S neuro-fuzzy inference system. To enhance this designed controller, those procedures are proposed that certainty factors are adopted to each rule of objective groups which are classified by the fuzzy C-Means algorithm and the satisfaction degrees are matched to meet the objectives. This proposed technique shows its feasibility by upgrading performances of the previously well-designed T-S fuzzy controller.

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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Non-linear Control of Turbojet Engine for High Maneuverability UAV (고기동 무인항공기용 터보제트엔진의 비선형 제어)

  • Han, Dong-Ju;Oh, Seong-Hwan
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.40 no.5
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    • pp.431-438
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    • 2012
  • Non-linear turbojet engine controller with high operational performance has been designed for the high maneuverability UAV. The turbojet engine dynamic performance code has been developed to reflect the non-linear characteristics on controller design, by which the necessity of non-linear controller design was justified by investigating the limitation of linear model derived from the dynamic performance. The PI-like fuzzy controller was designed and enhanced by combining with conventional derivative control. This designed fuzzy controller proves its effectiveness by showing superior control performances over the conventional PID controller along with guaranteeing the safe operation within compressor surge, flame out and turbine temperature limits etc.

A PI-Type Fuzzy Controller Having Fuzzy Resetting Capability (퍼지 리셋기능을 갖는 PI형 퍼지제어기)

  • 이지홍;최창현;장점환
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.30B no.12
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    • pp.87-97
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    • 1993
  • To improve the limitation of fuzzy PI controller when is applied to systems of order higher than one, a fuzzy PI controller that fuzzily resets or amplifies the accumulated control input according to fuzzy rules defined on (error, change of error) space is proposed. The proposed controller structure was motivated by the characteristics of fuzzy PI controller that it generally gives unevitable large overshoot in trial of reducing rise time of response especially when a system of order higher than one is considered. Based on the observation that the undesirable characteristics of the fuzzy PI controller is caused by integrating control input excessively, even though the integrator is introduced to overcome steady state error, we propose a controller that clear out or doubles integrated control input in a fuzzy manner according to the situation to reduce rise time as well as overshoot. To show the usefulness of the proposed controller, it is applied to the systems that are difficult to stabilize or difficult to get satisfactory response by conventional fuzzy PI controllers.

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A PI-Type Fuzzy Controller Taking Control Input into Conditional Part of Rules (제어량의 크기를 조건부에 포함하는 PI형 퍼지제어기)

  • Ji Hong Lee
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.30B no.5
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    • pp.109-119
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    • 1993
  • To improve limitations of fuzzy PI controllers especially when applied to systems of order higher than one, we propose a fuzzy PI controller that takes out appropriate amounts of accumulated control input according to fuzzily described situations in addition to the calculation of incremental control input as in the case of conventional fuzzy PI controllers. The structure of the proposed controller was motivated by the characteristics of fuzzy PI controller that it generally gives inevitable overshoot when one tries to reduce rise time of the response especially when a system of order higher than one is under consideration. Since the undesirable characteristics of the fuzzy PI controller is caused by integrator of the controller, even though the integrator is introduced to overcome steady state error of response, we propose a controller that fuzzily clears out integrated quantities according to situation to give reduced rise time as well as small overshoots. To show the usefulness of the proposed controller, it is applied in simulations to such systems as are difficult to stabilize or difficult to get satisfactory responses by conventional fuzzy PI controllers.

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