• 제목/요약/키워드: new fuzzy controller

검색결과 425건 처리시간 0.028초

NFC 알고리즘을 이용한 태양광 발전의 새로운 MPPT 제어 (A Novel MPPT Control of Photovoltaic Generation Using NFC Algorithm)

  • 장미금;최정식;정동화
    • 전기학회논문지
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    • 제60권10호
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    • pp.1865-1874
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    • 2011
  • This paper proposes a novel maximum power point tracking(MPPT) using a new fuzzy control(NFC) algorithm for robust in insolation variation. Maximum power point(MPP) of solar cell has to achieve for improving output efficiency because it is changed with insolation and temperature. Conventional MPPT controller such as constant voltage(CV), perturbation and observation(PO) and incremental conductance(IC) are researched. But these controller have the problem that is failure to MPP with environment changing. The proposed NFC controller is based the fuzzy control algorithm and able to robust control with environment changing. Also the proposed controller of PV system is modeled by PSIM and the response characteristics according to the parameter variation is compared and analyzed. The validity of this controller is proved through response results.

그래디언트 감소를 기반으로하는 자기구성 퍼지 제어기의 설계 및 응용 (Design and Application of Gradient-descent-based Self-organizing Fuzzy Logic Controller)

  • 소상호;박동조
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 1998년도 추계학술대회 학술발표 논문집
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    • pp.191-196
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    • 1998
  • A new Fuzzy Logic Controller(FLC) called a Gradient-Descent Based Self-Organizing Controller is presented. The Self-Organizing Controller(SOC) has two inputs such as error and change of error, and updates control rules with monitoring a performance measure. There are many works in the SOC which concentrate on the self-organizing ability in control rule base, but have a few research on the performance measure which is akin to sliding mode control. With this procedure, we can get a robust performance measure on the SOC. To verify the perfomance of proposed controller, we have performed for the cart-pole system which is one of the well-known benchmark problem in the control literature.

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Takagi-Sugeno 퍼지모델에 기반한 반복학습제어 시스템: 이차원 시스템이론을 이용한 접근방법 (Takagi-Sugeno Fuzzy Model-Based Iterative Learning Control Systems: A Two-Dimensional System Theory Approach)

  • 추준욱;이연정;최봉열
    • 제어로봇시스템학회논문지
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    • 제8권5호
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    • pp.385-392
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    • 2002
  • This paper introduces a new approach to analysis of error convergence for a class of iterative teaming control systems. Firstly, a nonlinear plant is represented using a Takagi-Sugeno(T-S) fuzzy model. Then each iterative learning controller is designed for each linear plant in the T-S fuzzy model. From the view point of two-dimensional(2-D) system theory, we transform the proposed learning systems to a 2-D error equation, which is also established if the form of T-S fuzzy model. We analyze the error convergence in the sense of induced L$_2$-norm, where the effects of disturbances and initial conditions on 2-D error are considered. The iterative teaming controller design problem to guarantee the error convergence can be reduced to the linear matrix inequality problem. This method provides a systematic design procedure for iterative teaming controller. A simulation example is given to illustrate the validity of the proposed method.

퍼지 슬라이딩 모드를 이용한 4WD 하이브리드 차량의 선회성능 향상 (Fuzzy Sliding Mode Control for Cornering Performance Improvement of 4WD HEV)

  • 정정윤;류성민;이장명
    • 제어로봇시스템학회논문지
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    • 제16권8호
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    • pp.735-743
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    • 2010
  • A new Fuzzy sliding mode controller is proposed to improve the cornering performance of the four wheel hybrid vehicles. The Fuzzy sliding mode control is applied for the control of rear motor and EHB (Electro-Hydraulic Brake) to improve the cornering performance. The modeling of the automobile is simplified that each of the two wheels is modeled as two degrees of freedom object and the friction coefficient between the wheel and the ground is assumed to be constant. The output of the Fuzzy sliding mode algorithm is the direct yaw moment for the rear wheels, which compensates for the slip angle. Through the simulations using ADAMS and MATLAB Simulink, the cornering performance of the proposed algorithm is compared to the conventional PID to show the superiority of the proposed algorithm. In the simulation experiments, the J-Turn and single lane change are used for each of the Fuzzy sliding mode algorithm and PID controller with the optimal gains which are tuned empirically.

다중 부하중심점에 기반한 온라인 퍼지 ULTC 제어기 설계에 대한 연구 (A Study on the On-Line Fuzzy ULTC Controller Design Based on Multiple Load Center Points)

  • 고윤석
    • 대한전기학회논문지:전력기술부문A
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    • 제55권12호
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    • pp.514-521
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    • 2006
  • The existing ULTC operation control strategy based on the measured data deteriorates the voltage compensation capability making the efficient corresponding to the load variation difficult by following the fixed load center point voltage. Accordingly, this paper proposes a new on-line fuzzy ULTC controller based on the designed multiple load center points which can improve the voltage compensation capability of ULTC and minimize voltage deviation by moving in real-time the load center point according to the load variation to an adequate position among the multiple load center points designed using the clustering technique. The Max-Min distance technique is adopted as the clustering technique for the decision of multiple load points from measured MTr load current and PTr voltage, and the minimum distance classifier is adopted for the decision of fuzzy output membership function. To verify the effectiveness of the proposed strategy, Visual C++ MFC-based simulation environments is developed. Finally, the superiority the proposed strategy is proved by comparing the fuzzy ULTC operation control results based on multiple load center points with the existing ULTC operation control results based on fixed load center point using the data for three day.

퍼지 전문가 제어 기법을 이용한 시설재배 자동화 소프트웨어의 구현 (Implementation of an Automation System Using Fuzzy Expertized Control Algorithm for the Cultivation in a Greenhouse)

  • 김승우
    • 컴퓨터교육학회논문지
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    • 제7권1호
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    • pp.67-77
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    • 2004
  • 본 논문에서는 시설내 작물재배 시스템의 완전자동화를 구현함에 동시에 자동 제어 방식 설계상에 존재하는 많은 문제들 때문에 실현하지 못했던 작물의 직접제어자동화를 구현하였다. 시설내 작물재배 자동제어 시스템은 제어대상에 따라서 세 가지로 구분될 수 있다. 시설외부로부터 기상 환경 등을 계측하여서 시설내 재배 제어에 응용하는 외부 환경 제어, 시설 내부 환경을 직접 계측하고 제어하는 내부 환경 제어, 작물의 성장에 직접 공급되는 배양액의 적절한 조성에 관련된 배양액 제어로 나눌 수 있다. 본 논문에서는 이 세 가지의 자동 제어시스템을 완전 실현하며, 배양액의 급액량을 제어함으로서 작물의 우량 성장을 자동적으로 조절할 수 있는 고난도 제어시스템을 설계하였다.

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계층분석 방법을 이용한 퍼지 교통 신호 제어에 관한연구 (A Study on Fuzzy Traffic Signal control using Analytic Hierarchy Process)

  • 이상훈
    • 한국지능시스템학회논문지
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    • 제10권2호
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    • pp.83-93
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    • 2000
  • 본 논문은 교통 교차로 신호의 최적 주기 시간을 구하기 위해 계층분석법(AHP:Analytic Hierach Process) 제어기 사용을 제어한다 전문교통평가자로부터 데이트를 받아 시뮬레이션을 하여 AHP 제어기의 성능이 고정 시간 제어기 퍼지제어기와 비교되었다 시뮬레이션은 안산시청 로타리의 많은 전문 면담자로부터 얻은 더에터를 사용하여 실행되었다 주요한 문제는 AHP 제어기 알고리즘이 교통 교차로 신호제어를 위해 전문 시스템으로 구성되어 교통 신혼 통제 체제를 얼마나 보조할 수 있는가이다 논문은 두 단계를 갖는다 (1) 개개목적의 중요성을 계산할 수 있는 Satty의 연구를 기초로 하는 새로운 방법을 제안한다 (2) 인간의 결정 체계는 퍼지 적분이 사용되는 근사 추론에 의하여 나타내진다는 것을 고려한다.

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단조공정 트리밍작업 자동화를 위한 병진관절을 갖는 7축 다관절 로봇의 최적 작업경로제어에 관한 연구 (A Study on Optimal Working Path Control of Seven Axes Vertical Type Robot with Translation Joint for Triming Working Automation in Forming Process)

  • 김민성;최민혁;배호영;임오득;강정석;한성현
    • 한국산업융합학회 논문집
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    • 제21권2호
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    • pp.53-62
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    • 2018
  • This study propose a new approach to control the optimal working path of vertical type articulated robot with translation joint for trimming working process automation in forging manufacturing process. The basic structure of the proposed robotic joints controller consists of a Proportional-Intergral controller and a Proportional-Derivative controller in parallel. The proposed control scheme takes advantage of the properties of the fuzzy PID controllers. The proposed method is suitable to control of the trajectory and path control in cartesian space for vertical type articulated robot manipulator. The results illustrates that the proposed fuzzy computed torque controller is more stable and robust than the conventional computed torque controller. The reliability is varified by simulation test for vertical type s articulated robot with seven joints including one trqanslation joint.

An Adaptive Fuzzy Current Controller with Neural Network For Field-Oriented Controller Induction Machine

  • Lee, Kyu-Chan;Lee, Hahk-Sung;Cho, Kyu-Bock;Kim, Sung-Woo
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1993년도 하계학술대회 논문집 A
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    • pp.227-230
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    • 1993
  • Recently, the development of novel control methodology enables us to improve the performance of AC-machine drives by using pulse width modulation (PWM) technique. Usually, the dynamic characteristic of induction motor (IM) has been represented by the 5-th order nonlinear differential equation. This dynamics, however, can be reduced to 3-rd order dynamics by applying direct control of IM input current. This methodology concludes that it is much easier to control IM by means of the field-oriented methods employing the current controller. Therefore a precise current control is crucial to achieve a high control performance both in dynamic and steady state operations. This paper presents an adaptive fuzzy current controller with artificial neural network (ANN) for field-oriented controlled IM. This new control structure is able to adaptively minimize a current ripple while maintaining constant switching frequency. Especially the proposed controller employs neuro-computing philosophy as well as adaptive learning pattern recognizing principles with respect to variations of the system parameters. The proposed approach is applied to the IM drive system, and its performance is tested through various simulations. Simulation results show that the proposed system, compared among several known classical methods, has a superb performance.

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퍼지 제어기를 이용한 약계자 영역에서 스핀들 유도전동기의 속도제어 개선 (Improvement of Speed Control for Spindle Induction Motor in the Field Weakening Region using a Fuzzy Controller)

  • 유재성;신수철;윤주만;원충연;김상훈
    • 조명전기설비학회논문지
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    • 제19권8호
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    • pp.48-55
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    • 2005
  • 본 논문은 약계자 영역에서 퍼지제어기를 이용하는 스핀들 유도전동기의 속도제어 방법을 제안한다. 제안된 퍼지제어기 기반의 스핀들 유도전동기의 성능은 기존의 PI 제어기를 기반으로 한 드라이브 구동 시스템과 비교되었다. 퍼지제어기를 사용하는 구동 드라이브 시스템은 기존의 PI 제어기를 사용하는 스핀들 유도전동기 드라이브 시스템보다 고성능 운전이 가능함을 시뮬레이션 및 실험결과로 확인하였다.