• 제목/요약/키워드: Fuzzy logic circuits

검색결과 26건 처리시간 0.025초

직류 서보계의 퍼지제어와 $\alpha$-레벨 퍼지집합 분해에 의한 퍼지추론 연산회로 구현 (Fuzzy Control of DC Servo System and Implemented Logic Circuits of Fuzzy Inference Engine Using Decomposition of $\alpha$-level Fuzzy Set)

  • 홍정표;홍순일;이요섭
    • Journal of Advanced Marine Engineering and Technology
    • /
    • 제28권5호
    • /
    • pp.793-800
    • /
    • 2004
  • The purpose of this study is to develope a servo system with faster and more accurate response. This paper describes a method of approximate reasoning for fuzzy control of servo system based on the decomposition of $\alpha$-level fuzzy sets. We propose that fuzzy logic algorithm is a body from fuzzy inference to defuzzificaion cases where the output variable u directly is generated PWM The effectiveness for robust and faster response of the fuzzy control scheme are 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 is demonstrated successfully.

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

  • 홍정표;원태현;정종원;이영수;이상무;홍순일
    • 전력전자학회:학술대회논문집
    • /
    • 전력전자학회 2008년도 하계학술대회 논문집
    • /
    • pp.127-129
    • /
    • 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.

  • PDF

Current Mirror-Based Approach to the Integration of CMOS Fuzzy Logic Functions

  • Patyra, Marek J.;Lemaitre, Laurent;Mlynek, Daniel
    • 한국지능시스템학회:학술대회논문집
    • /
    • 한국퍼지및지능시스템학회 1993년도 Fifth International Fuzzy Systems Association World Congress 93
    • /
    • pp.785-788
    • /
    • 1993
  • This paper presents the prototype framework for automated integration of CMOS current-mode fuzzy logic circuits using an intelligent module approach. The library of modules representing the standard fuzzy logic operators was built. These modules were finally used to synthesized sophisticated fuzzy logic units. Fuzzy unit designs were made based upon the results of a newel methodology of the current mirror-based fuzzy logic function synthesis. This methodology is actually incorporated into the presented framework. As an example, the membership function unit was synthesized, simulated, and the final layout was generated using the presented framework. Finally, the fuzzy logic controller unit (FLC) was generated using the proposed framework. Simulation as well as measurement results show unquestionable advantages of the proposed fuzzy logic function integration system over the classical design methodology with respect to the area, relative error and performance.

  • PDF

Fuzzy 연산 식을 이용한 형상식별 방법에 관한 연구 (A Study on a Method of Pattern Classification by Fuzzy Algorithm)

  • 김장복;김순협
    • 한국통신학회논문지
    • /
    • 제5권1호
    • /
    • pp.49-53
    • /
    • 1980
  • Since Zadeh had published the fuzzy set theory at 1965, it has been applied to many fields such as realizability of communication nets, automatic control, learning systems, switching circuits. In this paper, the method of applying a fuzzy logic to a pattern classification is studied and the difference of fuzzy logic from Boolean algebra is discussed. Classfication experiment is carried out 16 persons' photos of three families by fourty male and female observers and recognition rate 94% is obtained.

  • PDF

CMOS-Based Fuzzy Operation Circuit Using Binary-Coded Redundantly-Represented Positive-Digit Numbers

  • Tabata, Toru;Ueno, Fumio;Eguchi, Kei;Zhu, Hongbing
    • 대한전자공학회:학술대회논문집
    • /
    • 대한전자공학회 2000년도 ITC-CSCC -1
    • /
    • pp.195-198
    • /
    • 2000
  • It is possible to perform the digital fuzzy logical high-speed and high-precision computation by the use of redundantly-represented binary positive-digit number arithmetic operation. In this paper, as basic operation circuits in the fuzzy logic new voltage-mode 4-valued binary parallel processing operation circuits using positive redundantly-expressed binary-coded numbers is discussed.

  • PDF

퍼지이론을 이용한 FPGA회로의 효율적인 테크놀로지 매핑 (Efficient Technology Mapping of FPGA Circuits Using Fuzzy Logic Technique)

  • 이준용;박도순
    • 한국정보처리학회논문지
    • /
    • 제7권8호
    • /
    • pp.2528-2535
    • /
    • 2000
  • 테크놀로지 매핑은 VLSI 설계자동화(CAD) 시스템의 한 단계로서, 설계된 회로를 논리적 단계에서 물리적 단계로 매핑해 준다. 테크놀로지 매핑은 효율성은 매핑된 회로의 자연시간과 회로의 면적에 의해서 평가되어진다. 특히 순차회로에서는 레지스터 사이의 조합회로의 최대지연시간에 의해서 전체회로이 지연시간이 결정된다. 본 논문에서는 순차회로에 대한, 건설적인(constructive) 단계와 반복적인(iterative)단계의 리타이밍 기술과 퍼지 논리에 의해 향상된 FPGA 매핑 알고리즘을 소개한다. 주어진 초기회로는 건설적인 방법에 의하여 FPGA회로로 초기매칭 되어진 후 반복적인 리타이밍에 의하여 매핑회로의 효율을 높이게된다. 초기회로에 주어진 여러 가지 기준들을 결정 함수(Decision Marking Function)에 대한 퍼지 이론 규칙의 계층적인 구조로 구성된다. 제안된 매퍼는 MCNC 밴치마커의 실험을 통해 지연시간과 면적에서 기존 매핑시스템의 성능을 능가함을 보여준다.

  • PDF

직류 서보시스템 제어용 퍼지 PI+PD 제어기 로직회로 구현 (Implementation of a Fuzzy PI+PD Controller for DC Servo Systems)

  • 홍순일;홍정표;정승환
    • Journal of Advanced Marine Engineering and Technology
    • /
    • 제33권8호
    • /
    • pp.1246-1253
    • /
    • 2009
  • 논문은 서보계에 퍼지제어를 위하여 퍼지 $\alpha$-레벨 집합 분해에 기초하한 퍼지추론 계산식이 유도 되었다. 유도한 계산식에 기초한 PI+PD형 퍼지 제어기는 퍼지 추론에서 비퍼지화까지 일체형으로 구성되어 PWM 조작량 u를 발생하는 퍼지 로직 회로가 제안되었다. 시뮬레이션에 의해 퍼지추론의 $\alpha$-레벨의 효과가 검토되어 직류 서보계의 퍼지제어에서 $\alpha$-레벨 양자화수는 4단계이면 충분한 것을 알 수 있다. 제안한 하드웨어 퍼지제어기는 직류 서보계의 위치제어에 시뮬레이션과 실험이 성공적으로 행할 수 있었다.

$\alpha$-레벨 퍼지집합 분해에 의한 직류 서보제어용 퍼지추론 연산회로 구현 (Implemented Logic Circuits of Fuzzy Inference Engine for DC Servo Control Using decomposition of $\alpha$-level fuzzy set)

  • 이요섭;손의식;홍순일
    • 한국정보통신학회논문지
    • /
    • 제8권5호
    • /
    • pp.1050-1057
    • /
    • 2004
  • 연구의 목적은 컴퓨터 도움 없이 독립으로 서보시스템의 퍼지제어를 위한 퍼지제어기 하드웨어 회로 개발이다 본 논문은 $\alpha$-레벨 퍼지집합 분해에 기초하여 DC 서보 시스템의 퍼지제어를 위해 퍼지 추론 연산의 하드웨어에 대하여 나타내었다. 퍼지추론에서 비퍼지화까지 일체적으로 퍼지추론 연산에 의해 직접 PWM 조작신호를 얻는 방법이 제안되었다. 이 방법은 아날로그 회로로 쉽게 구현할 수있다. 퍼지제어기 입출력 특성과 직류서보 전동기 퍼지제어 응답특성에서 $\alpha$-레벨 양자화 효과에 대하여 검토한 결과 양자화 수 $\alpha$=4 단계가 충분한 것을 알 수 있다. 제안한 하드웨어 방법은 실 직류 서보시스템의 적용에서 실험을 통하여 그 효과를 나타내었다.

Fault Evaluation Based on Fuzzy Logic for Analog Electronic Circuits

  • Hashizume, Masaki;Iwata, Yoshihiro;Tamesada, Takeomi
    • 한국지능시스템학회:학술대회논문집
    • /
    • 한국퍼지및지능시스템학회 1993년도 Fifth International Fuzzy Systems Association World Congress 93
    • /
    • pp.1402-1405
    • /
    • 1993
  • In this paper, a fault evaluation method is proposed, which is to determine whether analog electronic circuits are faulty or not. In our method, evaluation characteristics of an expert test engineer are defined by means of directed graphs. By performing a multi-stage fuzzy inference based on the graphs, novice test engineers can derive a fault evaluation result satisfied by the expert. The effectiveness of our method is checked by some experiments for an amplifier circuit.

  • PDF

Harmonic Current Compensation based on Three-phase Three-level Shunt Active Filter using Fuzzy Logic Current Controller

  • Salim, Chennai;Benchouia, M.T.;Golea, A.
    • Journal of Electrical Engineering and Technology
    • /
    • 제6권5호
    • /
    • pp.595-604
    • /
    • 2011
  • A three-phase three-level shunt active filter controlled by fuzzy logic current controller which can compensate current harmonics generated by nonlinear loads is presented. Three-level inverters and fuzzy controllers have been successfully employed in several power electronic applications these past years. To improve the conventional pwm controller performance, a new control scheme based on fuzzy current controller is adopted for three-level (NPC) shunt active filter. The scheme is designed to improve compensation capability of APF by adjusting the current error using a fuzzy rule. The inverter current reference signals required to compensate harmonic currents use the synchronous reference detection method. This technique is easy to implement and achieves good results. To maintain the dc voltage across capacitor constant and reduce inverter losses, a proportional integral voltage controller is used. The simulation of global system control and power circuits is performed using Matlab-Simulink and SimPowerSystem toolbox. The results obtained in transient and steady states under various operating conditions show the effectiveness of the proposed shunt active filter based on fuzzy current controller compared to the conventional scheme.