• 제목/요약/키워드: PID-control with fuzzy logic control

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Fuzzy PID Controller for Accurate Power Sharing in DC Microgrid

  • Nguyen, Duy-Long;Lee, Hong-Hee
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2019년도 전력전자학술대회
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    • pp.115-117
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    • 2019
  • In this paper, an intelligent control scheme based on Fuzzy PID controller is proposed for accurate power sharing in DC Microgrid. The proposed Fuzzy PID controller is designed with the aid of a closed loop control based on per unit power of each distributed generator (DG), and accurate power sharing is successfully realized in proportional to each DG's power rating regardless of the line resistance difference or the load change. Thanks to Fuzzy PID controller, the dynamic response becomes faster and the stability of the microgrid system are improved in comparison to conventional PID controller. The superiority of the proposed method is analyzed and verified by simulation in Matlab and Simulink.

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브러쉬리스 동기발전기 자동전압조정기의 제어성능 향상을 위한 연구 (A study on improvement of the control performance of the automatic voltage regulator of a brushless synchronous generator)

  • 이영찬;김종수;정병건
    • Journal of Advanced Marine Engineering and Technology
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    • 제38권7호
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    • pp.909-915
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    • 2014
  • 선박과 육상용 브러쉬리스 동기발전기의 자동전압조정기는 출력 단자전압을 주로 PID 제어방식으로 제어한다. 하지만 발전기 전력계통에서 부하의 변화량과 변화횟수가 클 경우에는 PID 제어방식으로는 전압의 변화량과 정정시간에 대해 강인한 제어성능을 발휘하기 어려워진다. 본 논문에서는 PID 제어방식에 비해 기준 단자전압 값에 대한 추종성능이 우수한 퍼지제어방식을 사용하여 자동전압조정기의 발전기 단자전압을 조정하는 기법을 제안하였으며, MATLAB/SIMULINK 시뮬레이션을 통해 동기발전기 자동전압 조정성능에 대한 우수성을 입증하였다.

퍼지제어기 기반의 새로운 BLSRM의 축방향지지력 제어 (Levitation Control of BLSRM using Adaptive Fuzzy PID Controller)

  • 하잉걸;;이동희;안진우
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2016년도 전력전자학술대회 논문집
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    • pp.519-520
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    • 2016
  • BLSRM is a nonlinear, strong coupling and multi-variable system. The conventional control method is vulnerable to uncertain factors such as the load disturbance and satellite parameters change. It is difficult to obtain satisfactory control effect. Basing on a 8/10 BLSRM, whose suspending force control is separated with the torque control, this paper presents adaptive fuzzy PID controller for levitation control, which apply the fuzzy logic control to the conventional PID controller for parameters self-tuning. Both fuzzy and parameters of PID controller are self-tuning on-line, which improve the performance of controller. Finally, simulation and experimental results show the performance of the proposed method.

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퍼지 보상기와 퍼지 동조기를 이용한 PID제어기의 Deadzone을 포함한 시스템 제어 (Control of Systems Containing Deadzone of PID Controller using Fuzzy Compensator and Fuzzy Tuner)

  • 박재형;김승철;조용성;최부귀
    • 한국정보통신학회논문지
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    • 제3권2호
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    • pp.403-410
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    • 1999
  • PID 제어기는 미지의 Deadzone을 가진 시스템에 적용될 때, 제어 성능이 저하되는 단점을 나타낼 수 있다. 이러한 문제를 해결하기 위하여, 본 논문에서는 2층 구조의 퍼지 논리를 이용한 PID 제어기를 제안하였다. 이 제어기의 구조는 전형적인 PID 제어기에 퍼지 보상기와 퍼지 동조기를 추가하여 구성하였다. 제안된 제어 방법은 전형적인 PID 제어기에 비하여 뛰어난 과도응답과 정상상태 성능을 나타낸다. 이 방법이 플랜트의 정상상태 이득뿐만 아니라 Deadzone 비선형성에서도 강인하다. 제안된 제어기의 성능은 시뮬레이션을 통하여 검증하였다

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$\alpha$-레벨 퍼지집합 분해에 의한 직류 서보제어용 퍼지 PI+PD 로직회로 구현 (Implemented of Fuzzy PI+PD Logic circuits for DC Servo Control Using Decomposition of $\alpha$-level fuzzy set)

  • 홍정표;원태현;정종원;이영수;이상무;홍순일
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2008년도 하계학술대회 논문집
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    • pp.127-129
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    • 2008
  • This paper describes a method of approximate reasoning for fuzzy control of servo system, based on decomposition of -level fuzzy sets. It is propose that logic circuits for fuzzy PI+PD are a body from fuzzy inference to defuzzificaion in cases where the output variable u directly is generated PWM. The effectiveness for robust and faster response of the fuzzy control scheme is verified for a variable parameter by comparison with a PID control and fuzzy control. A position control of DC servo system with a fuzzy logic controller successfully demonstrated.

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Implementation of Fuzzy Self-Tuning PID and Feed-Forward Design for High-Performance Motion Control System

  • Thinh, Ngo Ha Quang;Kim, Won-Ho
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제14권2호
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    • pp.136-144
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    • 2014
  • The existing conventional motion controller does not perform well in the presence of nonlinear properties, uncertain factors, and servo lag phenomena of industrial actuators. Hence, a feasible and effective fuzzy self-tuning proportional integral derivative (PID) and feed-forward control scheme is introduced to overcome these problems. In this design, a fuzzy tuner is used to tune the PID parameters resulting in the rejection of the disturbance, which achieves better performance. Then, both velocity and acceleration feed-forward units are added to considerably reduce the tracking error due to servo lag. To verify the capability and effectiveness of the proposed control scheme, the hardware configuration includes digital signal processing (DSP) which plays the main role, dual-port RAM (DPRAM) to guarantee rapid and reliable communication with the host, field-programmable gate array (FPGA) to handle the task of the address decoder and receive the feed-back encoder signal, and several peripheral logic circuits. The results from the experiments show that the proposed motion controller has a smooth profile, with high tracking precision and real-time performance, which are applicable in various manufacturing fields.

Longitudinal Automatic Landing in AdaptivePID Control Law Under Wind Shear Turbulence

  • Ha, Cheol-keun;Ahn, Sang-Won
    • International Journal of Aeronautical and Space Sciences
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    • 제5권1호
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    • pp.30-38
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    • 2004
  • This paper deals with a problem of automatic landing guidance and control ofthe longitudinal airplane motion under the wind shear turbulence. Adaptive gainscheduled PID control law is proposed in this paper. Fuzzy logic is the main part ofthe adaptive PID controller as gain scheduler. To illustrate the successful applicationof the proposed control law to the automatic landing control problem, numericalsimulation is carried out based on the longitudinal nonlinear airplane model excited bythe wind shear turbulence. The simulation results show that the automatic landingmaneuver is successfully achieved with the satisfactory performance and the gainadaptation of the control law is made adequately within the limited gains.

퍼지 로직 기반 스마트 자세제어 알고리즘의 설계 (Design of a Smart Attitude Control Algorithm based on the Fuzzy Logic)

  • 오선진
    • 문화기술의 융합
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    • 제5권3호
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    • pp.257-262
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    • 2019
  • 최근 드론 같은 무인 이동체에 대한 관심과 일상생활에 활용이 늘어나면서 많은 다양한 분야에서 이를 이용하는 응용 사례가 급속도로 확산되고 있다. 하지만 이러한 무인 이동체는 쉽게 외부 환경 요인으로 인한 균형 이탈이나 추락 등의 사고로 이어질 수 있는 많은 위험 요인을 내포하고 있다. 이러한 무인 이동체의 안전한 운용을 위하여 안정적인 자세 제어 알고리즘은 매우 중요한 부분을 차지하고 있으며 현재 널리 사용되고 있는 PID 제어 알고리즘은 거의 완벽한 단계의 자세 제어 기술을 선보이고 있다. 본 연구에서는 기존의 자세 제어 방법과는 달리 보다 외부 환경적인 요인으로 부터 안정적이고 지속적인 자세 제어를 할 수 있는 퍼지 로직을 기반으로 하는 스마트 자세 제어 알고리즘을 제안하고 모의실험을 통하여 기존의 방법과 그 성능을 비교 분석하고자 한다.

Temperature Control of an Oil Cooler System For Machine Tools Using a Fuzzy- Logic-Based Algorithm

  • Kim, Sun-Chul;Hong, Dae-Sun;Lee, Choon-Man;Kim, Gyu-Tak
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.1006-1011
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    • 2004
  • Recently, technical trend in machine tools is focused on enhancing of speed, accuracy and reliability. Such high speed usually results in thermal displacement and structural deformation. To minimize such thermal effect, most precision machine tools adopt high precision cooling system. This study proposes a temperature control for an oil cooler system using PI control with fuzzy logic. In a cooler system, the refrigerant flow rate is controlled by rotational speed of the compressor, where the outlet oil temperature is selected as the control variable. The fuzzy control rules iteratively correct PID parameters to minimize the error, difference between the outlet temperature and the reference one. Here, the ambient temperature is used as the reference one. To show the effectiveness of the proposed method, a series of experiments are conducted for an oil cooler system of machine tools, and the results are compared with the ones of a conventional PID control. The experimental results show that the proposed method has advantages of smaller overshoot and smaller steady state error.

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유압 인버터 엘리베이터에서의 극저속 속도제어를 위한 퍼지논리 제어기의 설계 (Design of a Fuzzy Logic Controller for Zero-crossing Speed Control of a Hydraulic Inverter Elevator)

  • 한권상;김병화;이우철;장태호;이건학;사공석진;안현식;김도현
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 1999년도 하계종합학술대회 논문집
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    • pp.777-780
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    • 1999
  • In this paper, a fuzzy logic controller is designed for speed control of a hydraulic inverter elevator. Mathematical modeling of an elevator actuated with hydraulic system is presented and the friction characteristics of a cylinder is examined, which may cause the abrupt increase of the acceleration in the zero-crossing speed region. Simulation results show that the proposed fuzzy logic speed controller yields a better control performance than conventional PID controller.

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