• Title/Summary/Keyword: Intelligent Controller

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Implementation of an Intelligent Controller with a DSP and an FPGA for Nonlinear Systems

  • Kim, Sung-Su;Jung, Seul
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.575-580
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    • 2003
  • In this paper, we develop a control hardware such as an FPGA based general purpose controller with a DSP board to solve nonlinear control problems. PID control algorithms are implemented in an FPGA and neural network control algorithms are implemented in a DSP board. PID controllers implemented on an FPGA was designed by using VHDL to achieve high performance and flexibility. By using high capacity of an FPGA, the additional hardware such as an encoder counter and a PWM generator, can be implemented in a single FPGA device. As a result, the noise and power dissipation problems can be minimized and the cost effectiveness can be achieved. In order to show the performance of the developed controller, it was tested for controlling nonlinear systems such as an inverted pendulum.

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Fuzzy Controller for Nonlinear Systems Using Intelligent Digital Redesign (지능형 디지털 재설계기법을 이용한 비선형 시스템의 제어기 설계)

  • 이상준;이남수;주영훈;박진배
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2000.11a
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    • pp.176-179
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    • 2000
  • This paper addresses a fuzzy controller for nonlinear systems control using a pole placement in a specified disk and fuzzy controller is redesign for Intelligent digital redesign method. for nonlinear system, we obtain continuous time state feedback gain that guarantee stability of globally TS fuzzy system. The feedback gain is satified pole placement in a specified disk region so that the closed loop system is stable, For digital control redesgin of continuous time TS fuzzy model, we does state matching and obtain feedback gain of digital controller. Finally, it is shown that the proposed method is feasible through a computer simulation.

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Design of Robust Controller for the Steam Generator in the Nuclear Power Plant Using Intelligent Digital Redesign (지능형 디지털 재설계 기법을 이용한 원자력 발전소 증기발생기의 강인 제어기 설계)

  • 김주원;박진배;조광래;주영훈
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2002.05a
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    • pp.203-206
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    • 2002
  • This paper describes fuzzy control methodologies of the steam generator which have nonlinear characteristics in the nuclear power plant. Actually, the steam generator part of the power generator has a problem to control water level because it has complex components and nonlinear characteristics. In order to control nonlinear terms of the model, Takagj-Sugeno (75) fuzzy system is used to design a controller. In designing procedure, intelligent digital redesign method is used to control the nonlinear system. This digital controller keeps the performance of the analog controller. Simulation examples are included for ensuring the proposed control method.

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Development of Intelligent Landscape Lighting Power Control and Monitoring System with Solar Cell Generator Equipment (태양광발전설비와 연계한 지능형 경관조명 전력제어 및 모니터링 시스템의 개발)

  • Kim, Dong-Wan;Park, Sung-Won;Kim, Hyung-Su
    • The Transactions of the Korean Institute of Electrical Engineers P
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    • v.60 no.2
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    • pp.99-104
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    • 2011
  • In this paper, the intelligent landscape lighting power control and monitoring system with solar sell generator equipment is proposed. The first, the intelligent landscape lighting power controller is designed using the fuzzy logic control method. And the fuzzy logic controller is used to save power consumption for various reference intensity of the illumination. The second, the GUI monitoring system is presented. It has control and display faculty. And the practical experiment device is used to evaluate the performance criteria of the proposed intelligent landscape lighting power control system with the solar cell power generation equipment. From the experiment results, we present the property of proposed fuzzy controller such as steady state error, the tracking and power consumption characteristic for the reference intensity of illumination. And also we show the superiority of power control as well as the characteristic of GUI monitoring system in the proposed system.

FUZZY CONTROL OF THREE LINKS A ROBOTIC MANIPULATOR

  • Kumbla, Kishan;Jamshidi, Mo
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1993.06a
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    • pp.1410-1413
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    • 1993
  • This paper presents the application of fuzzy control to three links of a Rhino robot and compares its performance to traditional PD control. The dynamics of motion of robot links are governed by nonlinear differential equations. The fuzzy controller, being an adaptive technique, gives better performance than the traditional linear PD controller over a typical operational range. The fuzzy controller reaches the desired position with no overshoot, which is unlikely with the PD controller.

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Design of Hybrid Controller Using sliding Mode Controller and Fuzzy Controller (슬라이딩 모드 제어기와 퍼지 제어기를 이용한 하이브리드 제어기 설계)

  • Hwang, Kwang-Yong;Kwon, Cheol;Shin, Hyun-Seok;Park, Mignon
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1998.10a
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    • pp.111-116
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    • 1998
  • This paper proposes a robust control using a sliding mode controller and a fuzzy controller. Having the excellent transient response, the sliding mode controller has the poor steady state response, but the fuzzy controller has a good steady state reponse. A proposed controller combined these controllers has the quick response at the initial condition without the errors. The proposed robust nonlinear controller takes the advantage of the fuzzy controller and is the rapid and the stable response in conditions that the sliding mode controller keeps the errors at the steady state. The performance of proposed method is proved by simulation of the inverted pendulum.

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A Study on the Development of Intelligent Cruise Control System (자동차 지능주행 제어시스템에 관한 연구)

  • Chung, Y.B.;Song, Y.K.
    • Transactions of the Korean Society of Automotive Engineers
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    • v.3 no.6
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    • pp.176-187
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    • 1995
  • The problem of designing intelligent cruise control system for a longitudinal motion of an automobile, which is powered by internal combustion engines coupled to an automatic multispeed transmission, is considered. The basic concept is a vehicle-following system which maintains desired spacing between vehicles. This system actuates throttle with the information of the spacing error so as to maintain proper spacing and improve passenger ride comfort. In designing the controller, a modified controller, i.e, PID gain scheduling and fuzzy controller with fuzzy compensator was developed in order to overcome the nonlinearities of the automobile and obtain better performance. The computer simulation results illustrate that the better vehicle responses were obtained with the modified fuzzy controller and, under this controller, the vehicle responses were found to be relatively insensitive to parameter variations.

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Design of SOFLIC for reactor rod control system in nuclear power plant (원자력발전소 원자로 제어봉 제어계통에 대한 자기조정 퍼지제어기 설계)

  • 남해곤;문채주;최홍관
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1995.10b
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    • pp.145-152
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    • 1995
  • This paper presents a novel SOFLIC(self organizing fuzzy logic intelligent controller) for reactor rod control system in nuclear power plant. The output of fuzzy controller is gener ated by using two signal : the error between reference and average temperature, and the error between reference and neutron flux-converted temperatures. Flexibility of the controller is enhanced by using self-organizing feature and the controller respond to variation of system parameter with more precision. performances of the SOFLIC and PID are simulated with the model developed for a nuclear power plant. The SOFLIC is superior to PID : SOFLIC provides more rapid load following capability. more robustiness for variation in process dynamics and minimization of engineer's mistakes in controller design.

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Intelligent Digital PAM Fuzzy Controller for Nonlinear Systems (비선형 시스템 제어를 위한 지능형 디지털 PAM 퍼지 제어기)

  • Lee, Sang-Jun;Cha, Dae-Bum;Joo, Young-Hoon;Park, Jin-Bae
    • Proceedings of the KIEE Conference
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    • 2001.07d
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    • pp.2002-2004
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    • 2001
  • In this paper, we propose the PAM fuzzy controller using intelligent digital redesign method for nonlinear system. We design the continuous-time controller using TSK fuzzy model of nonlinear system, and then design the intelligent digital PAM controller based on continuous-time controller. Finally, the feasibility and stability of the proposed method has been proven through a computer simulation.

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