• Title/Summary/Keyword: 퍼지 제어

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Fuzzy-based ABR Traffic Control Algorithm in VS/VD Switch (VS/VD 구조의 퍼지 기반 ABR 트래픽 제어에 관한 연구)

  • Park, Hyun;Jeong, Kwang-Il;Cheong, Myung-Soo;Chung, Kyung-Taek;Chon, Byoung-Sil
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.39 no.8
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    • pp.7-13
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    • 2002
  • In this paper, we propose an traffic control algorithm for efficient link utilization of ATM-ABR service based on fuzzy logic. The proposed algorithm, controls transmission rates of source according to switch buffer size and input cell tate by using the fuzzy rate . For this method we developed a model and algorithm of fuzzy traffic control method and fuzzy traffic controller which based on ER of VS/VD. For the fuzzy traffic controller, we also designed a membership function, fuzzy control rules, and a max-min inferencing method.

Combustion Control of Refuse Incineration Plant using Fuzzy Model and Genetic Algorithms (퍼지 모델과 유전 알고리즘을 이용한 쓰레기 소각로의 연소 제어)

  • Park, Jong-Jin;Choi, Kyu-Seok
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.7
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    • pp.2116-2124
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    • 2000
  • In this paper we propose combustion control of refuse incineration plant using fuzzy model and genetic algorithm. At first fuzzy modelling is performed to obtain fuzzy model of the refuse incineration plant and obtained fuzzy model predicts outputs of the plant when inputs are given. Fuzzy model ca be used to obtain control strategy, and train and enhance operators' skill by simulating the plant. Then genetic algorithms search and find out optimal control inputs over all possible solutions in respect to desired outputs and these are inserted to plant. In order to testify proposed control method, computer simulation was carried out. As a result, ISE of fuzzy model of refuse incineration plant is 0.015 and ITAE of control by proposed method, 352 which is better than that by manual operation.

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A Design of Parameter Self Tuning Fuzzy Controller to Improve Power System Stabilization with SVC System (SVC계통의 안정도 향상을 위한 파라미터 자기조정 퍼지제어기의 설계)

  • Joo, Sok-Min
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.23 no.2
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    • pp.175-181
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    • 2009
  • In this paper, it is suggested that the selection method of parameter of Power System Stabilizer(PSS) with robustness in low frequency oscillation for Static VAR Compensator(SVC) using a self tuning fuzzy controller for a synchronous generator excitation and SVC system. The proposed parameter self tuning algorithm of fuzzy controller is based on the steepest decent method using two direction vectors which make error between inference values of fuzzy controller and output values of the specially selected PSS reduce steepestly. Using input-output data pair obtained from PSS, the parameters in antecedent part and in consequent part of fuzzy inference rules are learned and tuned automatically using the proposed steepest decent method.

Direct Torque Control of Squirrel Cage Typed Induction Motor Using Fuzzy Controller (퍼지제어기를 이용한 농형 유도 전동기의 직접 토크제어)

  • Han, Sang-Soo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.12 no.1
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    • pp.122-129
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    • 2008
  • The direct torque control method of an inverter fed squirrel cage typed induction motor using fuzzy logic controller has been proposed. This method is suitable for the traction which requires a fast torque response during the star-up and step change. The fuzzy control algorithm based upon the control principles of conventional DSC(Direct Self Controller) is developed. The fuzzy algorithm is tarried out by defuzzification strategy of the fuzzy output extracted from the possibility distribution of an inferred fuzzy control rule. The flux and torque of an induction motor are estimated by the dynamic model of the rotor flux field-oriented scheme which has decoupling characteristics and excellent dynamic response over a wide speed range. The proposed controller shows a good dynamic response. Moreover, since the fuzzy controller possesses highly adaptive capability, the performance of fuzzy controller is quite robust and insensitive to the motor parameters and change of operation conditions.

Tracking Control of a Sampled Nonlinear System via Fuzzy Logic Theory (퍼지제어 이론을 이용한 샘플된 비선형 시스템의 추적제어에 대한 연구)

  • 김은태
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.40 no.6
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    • pp.69-75
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    • 2003
  • This paper presents a fuzzy logic based approach to tracking control of a sampled nonlinear system. It is assumed that the plant to be controlled is under both the internal uncertainty and the external disturbances. Discrete-time adaptive fuzzy control method is proposed and its parameters are determined by the recently-spolighted convex optimization technique called LMI. Finally, the computer simulation is tarried out to verify the effectiveness of the proposed method.

Performance Improvement of the FLC by Membership Function Modification Algorithm (소속함수 수정 알고리즘에 의한 퍼지 제어의 성능 향상)

  • Choe, Wan-Gyu;Jeong, Mun-Jae
    • The KIPS Transactions:PartB
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    • v.8B no.2
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    • pp.123-129
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    • 2001
  • 본 연구에서는 전문가와 운전자의 제어 지식을 더 정확하게 표현하여 퍼지 논리 제어기의 성능을 향상시킬 수 있는 소속함수 수정 알고리즘을 제안한다. 제안된 알고리즘은 제어지식을 더 정확히 표현할 수 있도록 직관적인 지식과 경험으로부터 유추된 대략적인 제어지식을 평가기준으로 하고 입출력 데이터 클러스터링에 의해 소속함수의 형태와 위치를 수정한다. 제안된 방법을 수위 조절 모델과 교통신호 제어 모델에 적용한 실험을 통해서, 제안된 알고리즘이 기존 제어기의 성능을 향상시킬 수 있고, 퍼지 제어기에서 언어적 변수에 대한 구간 설정의 어려움을 해결할 수 있음을 알 수 있었다.

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Output Tracking Controller Design of Discrete-Time TS Fuzzy Systems (이산 시간 TS 퍼지 시스템의 출력 추종 제어기 설계)

  • 이호재;주영훈;박진배
    • Journal of the Korean Institute of Intelligent Systems
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    • v.11 no.1
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    • pp.45-51
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    • 2001
  • 본 논문은 이산 시간 Takagi-Sugeno (TS) 퍼지 시스템에 대한 출력 추종 제어기 설계에 관하여 연구한다. 출력 추종 제어기의 설계를 위하여 이산 시간 TS 퍼지 시스템을 불확실성을 포함한 선형 시스템의 집합으로서 표현하는 기법을 제시한다. 시스템의 상태에 대하여 어파인 변환을 하여 출력 추종 제어문제를 안정화 문제로 변환한다. 점근적 추종성능을 보장하는 제어기 설계를 위한 충분조건은 선형 행렬 부등식의 형태로 표현되면 주어진 제어기 설계의 해는 여러 가지 수치적 기법을 이용하여 효율적으로 구해질 수 있다. 트레일러 트럭의 임의의 위치에 후진 주차시키기 위한 제어기 설계의 예를 통하여 본 논문에서 제안한 추종 제어 기법의 효용성을 검증한다.

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Improvement of Dynamic Response Characteristics of Parallel PWM Converters Using Fuzzy Logic Controller (퍼지 제어기를 이용한 병렬 PWM 컨버터의 과도응답특성 개선)

  • 민병권;김이훈;김재문;원충연;김규식;최세완
    • The Transactions of the Korean Institute of Power Electronics
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    • v.7 no.3
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    • pp.303-312
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    • 2002
  • In this paper, a fuzzy logic controller(FLC) for parallel operation system of PWM converters with high performances is proposed and a PI controller is also realized to compare with the performances of the proposed FLC. The simulation and experimental results show that performances of the proposed FLC are far more excellent compared with those of PI controller, especially in points of DC voltage transient response characteristics and current control transient response characteristics at step increase of rated load. To verify the superiorities of the proposed FLC and actually apply it in industrial field, Simulation iud experimental results are provided to verify the implemented a PWM converter system with 15kw capacity in paralleled with two 7.5kW PWM converters.

Stability Analysis and Stabilization for Neutral Networked Control System (뉴트럴 네트워크 제어 시스템의 안정도 분석 및 퍼지 제어기 설계)

  • Song, Min-Kook;Kim, Jin-Kyu;Joo, Young-Hoon;Park, Jin-Bae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.20 no.2
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    • pp.159-164
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    • 2010
  • This paper focuses on the stability analysis and stabilization for networked control system with neutral type of time-delay. By utilizing the delay partitioning idea, new stability criteria are proposed in terms of linear matrix inequalities(LMIs). These conditions are developed based on the Lyapunov-Krasovskii functionals. Based on the derived criteria, a sufficient condition for te solvability of this problem is obtained in terms of linear matrix inequality without decomposing the original system matrices. Also, it is shown that the proposed controller design method is general for networked control systems. Finally, illustrative examples are presented to show the applicability of the proposed method.

Fuzzy Variable Structure Control of Wheel-Driven Inverted Pendulum (바퀴구동 도립진자에 대한 퍼지 가변구조제어)

  • Yoo Byung-Kook
    • Journal of the Institute of Convergence Signal Processing
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    • v.5 no.4
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    • pp.301-307
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    • 2004
  • This paper suggests a fuzzy variable structure control scheme for Takagi-Sugeno(T-S) fuzzy model and presents the attitude control of the wheel-driven inverted pendulum(WDIP) based on the proposed control algorithm. The proposed controller is designed based on the T-S fuzzy modeling of nonlinear system and the unification of gain matrices in linear subsystems that constitute the overall fuzzy model. The uncertainties generated in the gain matrix unifying procedure can be interpreted as the input disturbances of the conventional variable structure control. These unifying disturbances can be resolved by using the robustness property of the conventional variable structure system. Design example for wheel-driven inverted pendulum demonstrates the utility and validity of the proposed control scheme.

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