• 제목/요약/키워드: a fuzzy sliding mode control

검색결과 195건 처리시간 0.031초

퍼지논리 제어기의 이론적 해석 (A Theoretical Analysis of Fuzzy Logic Controller)

  • 이철희;서선학;김광호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1996년도 하계학술대회 논문집 B
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    • pp.1024-1026
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    • 1996
  • Sources of nonlinearity In a fuzzy logic controller Include the fuzzification, the fuzzy reasoning and the defuzzification. In this paper, a closed form expression for the defuzzified output is derived in case of a fuzzy logic controller with two Inputs, triangular memberships, MacVicar-Whelan type linguistic rules, and direct fuzzy reasoning. As a result, it is shown that fuzzy logic controller is a nonlinear controller. Also its nonlinearity Is analyzed with respect to the conventional PID control and the sliding mode control.

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Design and Implementation of PIC/FLC plus SMC for Positive Output Elementary Super Lift Luo Converter working in Discontinuous Conduction Mode

  • Muthukaruppasamy, S.;Abudhahir, A.;Saravanan, A. Gnana;Gnanavadivel, J.;Duraipandy, P.
    • Journal of Electrical Engineering and Technology
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    • 제13권5호
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    • pp.1886-1900
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    • 2018
  • This paper proposes a confronting feedback control structure and controllers for positive output elementary super lift Luo converters (POESLLCs) working in discontinuous conduction mode (DCM). The POESLLC offers the merits like high voltage transfer gain, good efficiency, and minimized coil current and capacitor voltage ripples. The POESLLC working in DCM holds the value of not having right half pole zero (RHPZ) in their control to output transfer function unlike continuous conduction mode (CCM). Also the DCM bestows superlative dynamic response, eliminates the reverse recovery troubles of diode and retains the stability. The proposed control structure involves two controllers respectively to control the voltage (outer) loop and the current (inner) loop to confront the time-varying ON/OFF characteristics of variable structured systems (VSSs) like POESLLC. This study involves two different combination of feedback controllers viz. the proportional integral controller (PIC) plus sliding mode controller (SMC) and the fuzzy logic controller (FLC) plus SMC. The state space averaging modeling of POESLLC in DCM is reviewed first, then design of PIC, FLC and SMC are detailed. The performance of developed controller combinations is studied at different working states of the POESLLC system by MATLAB-Simulink implementation. Further the experimental corroboration is done through implementation of the developed controllers in PIC 16F877A processor. The prototype uses IRF250 MOSFET, IR2110 driver and UF5408 diodes. The results reassured the proficiency of designed FLC plus SMC combination over its counterpart PIC plus SMC.

비선형 외란 관측기를 이용한 유도전동기의 강인 적응 백스테핑 제어 (Robust Adaptive Backstepping Control of Induction Motors Using Nonlinear Disturbance Observer)

  • 이은욱
    • 전기학회논문지P
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    • 제57권2호
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    • pp.127-134
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    • 2008
  • In this paper, we propose a robust adaptive backstepping control of induction motors with uncertainties using nonlinear disturbance observer(NDO). The proposed NDO is applied to estimate the time-varying lumped uncertainty which are derived from unknown motor parameters and load torque, but NDO error does not converge to zero since the derivate of lumped uncertainty is not zero. Then the fuzzy neural network(FNN) is presented to estimate the NDO error such that the rotor speed to converge to a small neighborhood of the desired trajectory. Rotor flux and inverse time constant are estimated by the sliding mode adaptive flux observer. Simulation results are provided to verify the effectiveness of the proposed approach.

적응 퍼지 가변구조 알고리듬을 사용한 전동기 위치제어기 설계 (Design of an Adaptive Fuzzy VSC for BLDC Motor Position Control)

  • 박광현;이훈;이대식
    • 한국지능시스템학회논문지
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    • 제13권1호
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    • pp.63-69
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    • 2003
  • 가변구조제어는 외란과 시스템의 변수 변화에 대해 강인한 특성을 가지며, 그 상한값만 안다면 체계적이고도 쉽게 제어기를 설계할 수 있는 특성이 있다. 그러나 외란과 시스템의 변수 변화의 상한값을 알기란 그렇게 쉽지만은 않다 이에 반해 퍼지제어기는 외란과 변수 변화에 대한 정확한 정보가 없는데도 불구하고 제어기 설계에 있어서 효과적인 방법을 제공한다. 따라서 퍼지제어기와 가변구조제어기가 가지는 장점들을 결합하는 연구가 진행되어져 왔다. 일반적으로 가변구조제어기는 리칭페이저가 존재하며, 이 구간에서는 강인성을 보장학 수가 없다. 본 논문에서는 적응 알고리듬을 사용한 전 구간이 강인한 리칭페이저가 존재하지 않는 적응퍼지가변구조제어기를 설계하였다. 제안된 제어 알고리듬을 사용하여 BLDC 전동기의 위치제어기를 설계하였으며, 실험을 통하여 그 타당성을 입증하였다.

개선된 유전 알고리즘 기반의 휴머노이드 로봇의 안정 보행을 위한 제어기 구현 (Implementation of the Controller for a Stable Walking of a Humanoid Robot Using Improved Genetic Algorithm)

  • 공정식;이응혁;김진걸
    • 제어로봇시스템학회논문지
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    • 제13권5호
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    • pp.399-405
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    • 2007
  • This paper deals with the controller for a stable walking of a humanoid robot using genetic algorithm. A humanoid robot has instability during walking because it isn't fixed on the ground, and its nonlinearities of the joints increase its instability. If controller isn't robust, the robot may fall down at the ground during walking because of its nonlinearities. To solve this problem, robust controller is required to reduce the effect of nonlinearities and to gain the good tracking performance. In this paper, motion controller that is based on fuzzy-sliding mode controller is proposed. This controller can remove the effect of the saturation by limitation of the input voltage. It also includes compensator for reducing the effect of the nonlinearity by backlash and PI controller improving the tracking performance. In here, genetic algorithm is used for searching the optimal gains of the controller. From the given controller, a humanoid robot can moved more preciously. All the processes are investigated through simulations and are verified experimentally in a real joint system for a humanoid robot.

불확실성을 갖는 비선형 시스템의 적응 퍼지 웨이브렛 제어 (Adaptive Fuzzy Wavelet Control for a class of Uncertain Nonlinear Systems)

  • 장진수;박기광;양해원
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2007년도 제38회 하계학술대회
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    • pp.1726-1727
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    • 2007
  • In this paper, a systematic guideline is introduced to design a stable adaptive fuzzy wavelet controller with sliding mode for a class of uncertain nonlinear systems. Based on the Lyapunov synthesis approach, we construct the fuzzy wavelet controller such that it can basically control and guarantee the stability of the whole control system. On the other hand, a robust controller is design to restrain or eliminate the disturbance and assure the desired output accuracy of a control system. Some experimental results for a chaotic system are provided here to demonstrate the effectiveness of the control algorithm.

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Variable Structure Control with Fuzzy Reaching Law Method Using Genetic Algorithm

  • Sagong, Seong-Dae;Choi, Bong-Yeol
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.1430-1434
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    • 2003
  • In this paper, for the fuzzy-reaching law method which has the characteristic of elimination of chattering at sliding mode as well as the characteristic of fast response at the design of variable structure controller with reaching law, optimal solutions for the determination of parameters of fuzzy membership functions by using genetic algorithm are proposed. Generally, the design of fuzzy controller has difficulties in determining the parameters of fuzzy membership functions by using a tedious trial-and-error process. To overcome these difficulties, this paper develops genetic algorithm of an optimal searching method based on genetic operation, and to verify the validity of this proposed method it is simulated through 2 link robot manipulator.

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크로스 커플링을 이용한 이동 로봇의 경로제어에 관한 연구 (A Study on Path Tracking Control for Mobile Robot Using Cross Coupling)

  • 한영석;이쾌희
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1998년도 하계학술대회 논문집 G
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    • pp.2351-2353
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    • 1998
  • This paper suggests the wheel controller for PWS(Power Wheeled Steering) mobile robot. The proposed controller consists of two parts. To control each motor, the sliding mode controller implemented. This method has robustness about modeling error and disturbance, so the velocity tracking is well guaranteed in the presence of varying load. The design of a fuzzy cross-coupling controller for a PWS mobile robot is described here. Fuzzy cross-coupling control directly minimizes the tracking error by coordinating the motion of the two drive wheels. The fuzzy cross-coupling controller has excellent disturbance rejection and therefore is advantageous when the robot is not loaded symmetrically. The capability of the proposed controller was verified through the computer simulation.

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가변구조 개념을 이용한 서보용 퍼지제어기의 설계 (Design of Fuzzy Logic Servo Controller Based on Variable Structure Control)

  • 박태홍;배상욱;김성호;박기상;박귀태
    • 대한전기학회논문지
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    • 제43권5호
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    • pp.809-818
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    • 1994
  • In this paper , the author proposed FLVSC (Fuzzy Logic Variable Structure Controller),of which control rules are extracted from the concepts of VSC(Variable Structure Control). FLC(Fuzzy Logic Controller) based on linguistic rules has the advantages of not needing of some exact mathematical model for plant to be controlled. The proposed method has the characteristics which are viewed in conventional VSC, e.g. insensitivity to a class of disturbances, parameter variations and uncertainties in sliding mode. In addition, the method has the properties of FLC-noise rejection capability etc. The computer simulations have been carried out for position control of DC servo motor to show the usefulness of the proposed method and the effects of disturbances and parameter variations are considered.

적응 가변구조 개념을 이용한 퍼지 제어기의 설계 (Design of fuzzy logic controller based on adaptive variable structure controller)

  • 박귀태;이기상;박태홍;배상욱;김성호
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1992년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 19-21 Oct. 1992
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    • pp.382-386
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    • 1992
  • In this paper, the author proposed FLVSC(Fuzzy Logic Variable Structure Controller), of which control rules are extracted from the concepts of VSC(Variable Structure Control). FLC(Fuzzy Logic Controller) based on linguistic rules has the advantages of not needing of some exact mathematical model for plant to be controlled. The proposed method has the characteristics which are viewed in conventional VSC, e.g. insensitivity to a class of disturbances, parameter variations and uncertainties in sliding mode. In addition, the method has the properties of FLC - noise rejection capability etc. The computer simulations have been carried out for a DC servo motor to show the usefulness of the proposed method and the effects of disturbances and parameter variations are considered.

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