• 제목/요약/키워드: Fuzzy-PD

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신경회로망을 이용한 SVC용 적응 퍼지제어기의 설계 (Design of Adaptive Fuzzy Logic Controller for SVC using Neural Network)

  • 손종훈;황기현;김형수;박준호
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2002년도 춘계합동학술대회 논문집
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    • pp.121-126
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    • 2002
  • We proposed the design of SVC adaptive fuzzy logic controller(AFLC) using Tabu search and neural network. We tuned the gains of input-output variables of fuzzy logic controller(FLC) and weights of neural network using Tabu search. Neural network was used for adaptively tuning the output gain of FLC. The weights of neural network was learned from the back propagation algorithm in real-time. To evaluate the usefulness of AFLC, we applied the proposed method to single-machine infinite system. AFLC showed the better control performance than PD controller and GAFLC[8] for. three-phase fault in nominal load which had used when tuning AFLC. To show the robustness of AFLC, we applied the proposed method to disturbances such as three-phase fault in heavy and light load. AFLC showed the better robustness than PD controller and GAFLC[8].

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On Enhancing of Inner Loop Regulators for Remote Control in Robotic Systems

  • Masaki, Sano;Jung, Si
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2001년도 ICCAS
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    • pp.24.1-24
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    • 2001
  • This paper present the idea that the inner loop regulator inside the servo can be enhanced its performance by replace the conventional control with a fuzzy proportional derivative control. In this paper, we replace an inner loop regulator of a Futaba servomotor with a fuzzy PD control paradigm. We then test the proposed system and compare the result with the original scheme. The fuzzy control used here is based on the supervisory scheme of the conventional PD yet embedded a fuzzy decision for the final control action. The proposed control scheme for the servomotor has shown robustness and effective performance in handle input disturbance along with its tracking ability. Moreover, when we embedded the new implemented on a real six-legged insect robot designed by the authors, we found that the control system for this application under the ...

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Fuzzy Slide Mode Control을 이용한 Control Actuator System (Control Actuator System used in Fuzzy Slide Mode Control)

  • 양문상;이영우;정순배
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2008년도 추계종합학술대회 B
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    • pp.199-202
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    • 2008
  • 본 논문은 Fuzzy Slide Mode Control 및 BLDC모터를 이용하여 공기의 부하를 모사한 Actuator System에 관한 연구이다. 모터를 제어하기 위한 알고리즘으로 PID, PD, fuzzy Slide Mode Control의 특징을 비교 분석하였고 외란의 영향에 강한 Fuzzy Slide Mode Control을 적용하였다. 모터의 토크를 제어하여 실제 공기 부하에 맞는 토크를 모사함으로써 최대 2.3Nm의 토크와 50Hz의 응답 특성을 얻었다.

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누적오차 조정계수를 이용한 위치형 퍼지제어기 (Position-type fuzzy controller using the accumulated error scaling factor)

  • 김동하;전해진;최봉열
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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    • pp.177-177
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    • 2000
  • In this paper, we propose a two-input two-output fuzzy controller to improve the performance of transient response and to eliminate the steady state error. The outputs of this controller are the control input calculated by position-type fuzzy controller and the accumulated error scaling factor. Here, the accumulated error scaling factor is adjusted on-line by fuzzy rules according to the current trend of the controlled process. To show the usefulness of the proposed controller, it is applied to several systems that are difficult to get satisfactory response by conventional PD controllers or PI controllers.

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A Design of I-PD Controller using CDM

  • Choo, Yeon-Gyu;Lee, Kwang-Seok;Kim, Hyun-Deok;Lee, Chang-Ho;Kim, Seong-Cheol
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2007년도 추계종합학술대회
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    • pp.681-684
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    • 2007
  • This paper proposed and designed I-PD Controller using Shunji Manabe's CDM. The designed controller is applied to a level control system. The designed I-PD controller is smaller steady state error and get a specific response. A simulation results, the designed controller was better than a Fuzzy I-PD controller on a level control system.

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재진입 비행체의 진입 및 착륙단계 경로 생성 및 퍼지제어기 설계 (Trajectory Planning and Fuzzy Controller Design of a Re-entry vehicle on Approach and Landing phase)

  • 민찬오;조성진;이대우
    • 한국항공우주학회지
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    • 제38권2호
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    • pp.150-159
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    • 2010
  • 재진입 비행체의 Approach & Landing단계는 Steep Glideslope 단계, Circular Flare 단계, Flare Maneuver 단계로 이루어지며, 본 논문에서는 실시간 경로 생성을 위하여 기하학적 조건을 이용한 기준궤적 생성 알고리즘을 사용하였다. 이를 통하여 재진입비행체의 착륙 안정성을 고려한 기준궤적을 빠른 시간 안에 생성할 수 있다. 그리고 본 논문에서는 비선형 시스템에 대하여 강건성을 가지는 Mamdani Fuzzy PD Controller를 통한 종방향 및 횡방향 제어기를 설계하였다. 또한 Downrange 와 Crossrange의 초기 오차를 포함하는 시뮬레이션을 수행하여, 제안된 Fuzzy 제어기의 우수한 성능을 확인하였다.

유전알고리즘을 이용한 Optical Disk Drive의 퍼지 PID 제어기 설계 (Design of a GA-Based Fuzzy PID Controller for Optical Disk Drive)

  • 유종화;주영훈;박진배
    • 한국지능시스템학회논문지
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    • 제14권5호
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    • pp.598-603
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    • 2004
  • 광디스크에 저장된 데이터를 읽기 위한 광디스크 드라이브는 광학헤드 구동기의 포커싱 서보계와 트랙킹 서보계로 구성된다. 기존에 사용하는 지상-진상-진상 보상기는 시스템의 배속이 증가하면서 광학헤드의 구동기 제어가 점점 어려워지는 추세이다. 따라서 본 논문에서는 광학헤드 구동기 서보계 구현을 위하여 유전알고리즘 기반 퍼지 PID 제어 광학헤드 구동기 설계 기법을 제안한다. 제안된 광학헤드 구동기는 두개의 퍼지 PI, PD 제어 블록으로 구성되며 두 제어기의 퍼지 규칙은 유전알고리즘을 사용하여 최적화된다. 구동기의 포커싱, 트랙킹 서보계의 플랜트 모델은 유사하므로 트랙킹 서보계의 모의 실험만을 통하여 제안된 기법의 우수성을 보인다.

Modularized Gain Scheduled Fuzzy Logic Control with Application to Nonlinear Magnetic Bearings

  • Hong, Sung-Kyung
    • 한국지능시스템학회논문지
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    • 제9권4호
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    • pp.384-388
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    • 1999
  • This paper describes an approach for synthesizing a modularized gain scheduled PD type fuzzy logic controller(FLC) of nonlinear magnetic bearing system where the gains of FLC are on-line adapted according to the operating point. Specifically the systematic procedure via root locus technique is carried out for the selection of the gains of FLC. Simulation results demonstrate that the proposed gain scheduled fuzzy logic controller yields not only maximization of stability boundary but also better control performance than a single operating point (without gain scheduling)fuzzy controller.

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Improved Mold Level Control for Continuous Steel Casting by Fuzzy Logic Control

  • Kueon, Yeongseob;Xiao, Wendong
    • Transactions on Control, Automation and Systems Engineering
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    • 제1권1호
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    • pp.1-7
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    • 1999
  • This paper gives a simulation study of a new fuzzy logic control(FLC) approach for the mold level control in continuous casting processes. The proposed FLC is PID type hybridizing the conventional fuzzy PI control and Fuzzy PD control with a simplified design scheme. It is shown that, compared with the conventional control, this new control strategy can achieve superior performance for steady-state response and is more robust against process parameter variations and disturbances.

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직류 서보 모터용 퍼지 제어기의 실현에 관한 연구 (Implementation of the Fuzzy Controller for DC Servo Motor)

  • 이오걸;송호신;이준탁;우정인
    • 한국조명전기설비학회지:조명전기설비
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    • 제6권4호
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    • pp.60-68
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    • 1992
  • In this paper, an implementation approach of Fuzzy Position Controller for DC servo motor which requires the faster and more accurate dynamics is presented. Fuzzy position controller implemented with 80286 microprocessor and DT 2801 board consists of an adjustment routine of optimal scale factors and a Fuzzy inference routine of optimal control signals. Comparison to conventional PD controllers, the control performances of proposed Fuzzy controller such as reaching time, overshoot, and disturbance adaptability are substantially improved.

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