• Title/Summary/Keyword: T-S fuzzy control

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A Study on Design and Application of Fuzzy Logic Power System Stabilizer (전력계통 안정화장치용 퍼지제어기 설계 및 적용에 관한 연구)

  • Kim, T.Y.;Hwang, G.H.;Park, J.H.;Kim, K.H.;Lee, J.M.;Kim, S.J.;Ahan, J.B.;Chun, Y.H.
    • Proceedings of the KIEE Conference
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    • 1997.11a
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    • pp.206-208
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    • 1997
  • This paper presents a design of self_tuning fuzzy logic controller using Genetic Algorithms for power system stabilization. FPSS(Fuzzy Logic Power System Stabilized is applied to the KERI(Korea Electric Research Int.) power system simulator so that its efficiency can be investigated in real time control. Genetic Algorithms are used to determine fuzzy membership functions. Experiment results show the better performances with FPSS in comparison to no PSS.

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ON APPROXIMATION OF CONTROLS BY FUZZY SYSTEMS

  • Nguyen, Hung T.;Kreinovich, Vladik
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1993.06a
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    • pp.1414-1417
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    • 1993
  • Wang and Medel proved (1991) that fuzzy systems with product inference, centroid defuzzification, and everywhere positive membership functions (in particular, Gaussians, Wang, 1992) are capable of approximating any real continuous control function on a compact set to arbitrary accuracy. Kosko (1992) proved that fuzzy systems, in which membership functions have compact support, and combination operation (V-operation) for rules is the sum, are also universal approximators. In this paper, we generalize this result of Kosko and prove that for any &- and V-operations, any defuzzification procedure, and any basic membership function with a compact support, the resulting fuzzy controls are universal approximators. Also, Wang's result is transfered to min-inference.

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Load Frequency Control of Power System Based on Fuzzy Inference Technique (피지 추론을 이용한 전력계통의 부하 주파수 제어)

  • Chung, D.I.;Kim, H.J.;Lee, J.T.;Chung, H.H.;Park, Y.S.
    • Proceedings of the KIEE Conference
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    • 1991.11a
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    • pp.75-79
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    • 1991
  • This paper presents a Fuzzy Control Technique to improve the load frequency control dynamics of a power system for a given load perturbation(step-function waveform). A related simulation results follow and show that the optimized rules by the proposed technique are effective for reduction of overshoot and deviation of load frequency in stedy-state, and for minimization of settling time.

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Steam Temperature Controller Design of Power Plant Superheater (발전기 과열기의 증기 온도 제어기 설계)

  • Hong, Hyun-Mun;Lee, Bong-Seob
    • Journal of the Korean Society of Industry Convergence
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    • v.9 no.3
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    • pp.179-181
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    • 2006
  • In this paper, we present a method of fuzzy controller design for the power plant superheater in the form of bilinear system. For the steam temperature control, the input variables are constructed by the area of difference between the profiles estimated from bilinear observer and reference profiles, and the time rate of change. We estimate the control rules by T. Takagi and M. Sugeno's fuzzy model. The feasibilities of the suggested method are illustrated via the computer simulation result.

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A Study on New Fuzzy PID Controller for the Load Frequency Control (부하주파수 제어를 위한 새로운 퍼지 PID 제어기에 관한 연구)

  • Chung, H.H.;Joo, S.M.;Chung, D.I.;Lee, T.G.
    • Proceedings of the KIEE Conference
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    • 1997.07c
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    • pp.1141-1143
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    • 1997
  • This paper presents a design technique of the FPID controller for the load frequency control of power system. parameters of FPID controller are self-tuned by the fuzzy inference algorithm. The computer simulation results show that the proposed controller are more excellent control characteristics than conventional in transient-state and steady-state response.

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Two-Input Max/Min Circuit for Fuzzy Inference System

  • P. Laipasu;A. Chaikla;A. Jaruwanawat;P. Pannil;Lee, T.;V. Riewruja
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.105.3-105
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    • 2001
  • In this paper, a current mode two-input maximum (Max) and minimum (Min) operations scheme, which is a useful building block for analog fuzzy inference systems, is presented. The Max and Min operations are incorporated in the same scheme with parallel processing. The proposed scheme comprises a MOS class AB/B configuration and current mirrors. Its simple structure can provide a high efficiency. The performance of the scheme exhibits a very sharp transfer characteristic and high accuracy. The proposed scheme achieves a high-speed operation and is suitable for real-time systems. The simulation results verifying the performances of the scheme are agreed with the expected values.

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Recognition of contact surfaces using optical tactile and F/T sensors integrated by fuzzy fusion algorithm (광촉각 센서와 힘/역학센서의 퍼지융합을 통한 접촉면의 인식)

  • 고동환;한헌수
    • 제어로봇시스템학회:학술대회논문집
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    • 1996.10b
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    • pp.628-631
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    • 1996
  • This paper proposes a surface recognition algorithm which determines the types of contact surfaces by fusing the information collected by the multisensor system, consisted of the optical tactile and force/torque sensors. Since the image shape measured by the optical tactile sensor system, which is used for determining the surface type, varies depending on the forces provided at the measuring moment, the force information measured by the f/t sensor takes an important role. In this paper, an image contour is represented by the long and short axes and they are fuzzified individually by the membership function formulated by observing the variation of the lengths of the long and short axes depending on the provided force. The fuzzified values of the long and short axes are fused using the average Minkowski's distance. Compared to the case where only the contour information is used, the proposed algorithm has shown about 14% of enhancement in the recognition ratio. Especially, when imposing the optimal force determined by the experiments, the recognition ratio has been measured over 91%.

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Water Level Intelligent Controller Design of Power Plant Drum (발전기 드럼의 수위 지능 제어기 설계)

  • Hong, Hyun-Mun;Lee, Bong-Seob
    • Journal of the Korean Society of Industry Convergence
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    • v.10 no.4
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    • pp.271-274
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    • 2007
  • In this paper, we propose a intelligent controller design method for the water level control of the power plant drum in the form of nonminimum phase system. The proposed method is based on T. Takagi and M. Sugeno's fuzzy model. And we illustrate the improved characteristics as the simulation results, comparing with the conventional the PID and LQ controller design method.

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Water Level Intelligent Controller Design of Power Plant Drum (발전기 드럼의 수위 지능 제어기 설계)

  • Hong, Hyun-Mun;Jeon, B.S.;Kim, J.G.;Kang, G.B.;Lee, B.S.
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2005.05a
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    • pp.415-417
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    • 2005
  • In this paper, we propose a intelligent controller design method for the water level control of the power plant drum in the form of nonminimum phase system. The proposed method is based on T. Takagi and M. Sugeno's fuzzy model. And we illustrate the improved characteristics as the simulation results, comparing with the conventional the PID and LQ controller design method

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Optimal Control for Discrete-Time Takagi-Sugeno Fuzzy Systems Based on Relaxed Non-Quadratic Stabilization Conditions (완화된 Non-Quadratic 안정화 조건을 기반으로 한 이산 시간 Takagi-Sugeno 퍼지 시스템의 최적 제어)

  • Lee, Dong-Hwan;Park, Jin-Bae;Yang, Han-Jin;Joo, Young-Hoon
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.1724_1725
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    • 2009
  • In this paper, new approaches to optimal controller design for a class of discrete-time Takagi-Sugeno (T-S) fuzzy systems are proposed based on a relaxed approach, in which non-quadratic Lyapunov function and non-parallel distributed compensation (PDC) control law are used. New relaxed conditions and linear matrix inequality (LMI) based design methods are proposed that allow outperforming previous results found in the literature. Finally, an example is given to demonstrate the efficiency of the proposed approaches.

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