• Title/Summary/Keyword: fuzzy-PI control

검색결과 318건 처리시간 0.033초

PID-신경망 제어기를 이용한 rotary inverted pendulum 제어 (Rotary inverted pendulum control using PID-neural network controller)

  • 선권석
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 1998년도 하계종합학술대회논문집
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    • pp.901-904
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    • 1998
  • In this paper, we describes PID-neural network controller for the rotary inverted pendulum. PID control is applied to many fields but has some problems in nonlinear system due to a variation of parameter. So, we should desing the controller which is adjusted PI parameters by the neural network which is learned by backpropagation algorithm. And we show that on-line control is possible through the PID-neural network controller. The angle of the pendulum is controlled and then the position of the rotating arm is also controlled to maintain with in the set point. Measurement of the pendulum angle is obtained using a potentionmeter. The objective of the experiment is to design a PID-neural network control system that positions the arm as well as maintains the ivnerted pendulum vertical. Finally, we describe the actual experiment system and confirm the experimental results.

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시간 지연 제어를 이용한 영전압 스위칭 PWM 하프 브릿지 컨버터의 제어 성능 개선 (Performance Improvement of Zero Voltage Switching PWM Half Bridge DC/DC Converter Using Time Delay Control Method)

  • 강정일;정영석;이준영;윤명중
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 1998년도 전력전자학술대회 논문집
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    • pp.85-89
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    • 1998
  • A switching power stage is a very nonlinear system because it has two or more operation modes in one switching cycle. To model a switching power stage, the state space averaging method has been developed. Though it allows a unified treatment of a large variety of switching power stages, the model it yields is always very nonlinear. So, it is required to linearize the averaged model. But it is well known that a controller for a nonlinear plant designed by the linearization frequently fails in showing satisfactory control performance. Hence it is very natural to try to design a nonlinear controller for a switching power stage. In design of a switching power system, nonlinear control approaches such as adaptive control and fuzzy control have been widely studied so far. In this research, a recently developed control method, time delay control is briefly studied and a design example for a ZVS PWM half bridge converter is given. The performance of the time delay controller is compared to its conventional counterpart, PI controller by computer simulations.

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Multiobjective PI Controller Tuning of Multivariable Boiler Control System Using Immune Algorithm

  • Kim, Dong-Hwa;Park, Jin-Ill
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제3권1호
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    • pp.78-86
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    • 2003
  • Multivariable control system exist widely in many types of systems such as chemical processes, biomedical processes, and the main steam temperature control system of the thermal power plant. Up to the present time, Pill Controllers have been used to operate these systems. However, it is very difficult to achieve an optimal PID gain with no experience, because of the interaction between loops and gain of the Pill controller has to be manually tuned by trial and error. This paper suggests a tuning method of the Pill Controller for the multivariable power plant using an immune algorithm, through computer simulation. Tuning results by immune algorithms based neural network are compared with the results of genetic algorithm.

RC 기술의 자동화 장치 개발에 관한 연구(II) -위치 제어기의 개선- (A Study on the Automation Equipment Development of RC Technology(II) -Improvement of Position Controller-)

  • 김기준;김상진;송자윤
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1994년도 추계학술대회 논문집 학회본부
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    • pp.314-316
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    • 1994
  • The operation of RC(Rod Consolidation) technology carry out highly radiation environment. It requires remote operation and automation for efficient handling and for minimizing radiation exposure to the operator. So we investigated up and down position control of shock absorber device in RC system. To verify the research experimentally, a RC system was set up and PI control method was applied. Fuzzy control method was also tested to further improve control behavior.

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전문가 지식을 이용한 화력 발전소 드럼형 보일러 PI 제어기의 자동 동조에 관한 연구 (Expert knowledge-based auto-tuning of PI controllers for a drum-type boiler of fossil power plant)

  • 권만준;황동환;변증남
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1991년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 22-24 Oct. 1991
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    • pp.219-225
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    • 1991
  • The characteristics of a power plant changes as it operates for a long time and/or for different operating points. As a result, operators must retune gains of the controllers for better performance. In fact, skilled operators can retune the gains in reference to recorded data obtained by a test called dynamic test. The dynamic test, however, requires much time, and can be heavy burden for operators. In this paper, an expert knowledge-based auto-tuner is designed for drum-type boiler controllers of a fossil power plant using fuzzy logic. The performance of the proposed auto-tuner is shown via computer simulation and the simulation results show that the proposed auto-tuner is satisfactory for the desired performance.

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퍼지-PI 제어기를 이용한 3상 Z-소스 PFC PWM 정류기의 센서리스 제어 (A Sensorless Control Scheme of the Three-Phase Z-Source PFC PWM Rectifier Using Fuzzy-PI Controller)

  • 한근우;정영국;수효동;임영철
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2013년도 전력전자학술대회 논문집
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    • pp.22-23
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    • 2013
  • 본 논문에서는 기존 3상 PWM 정류기의 문제점을 극복하기 위하여, 3상 Z-소스 PWM정류기와 시스템의 간소화, 안정화, 비용 상승을 고려한 센서리스 제어 기법을 제안하였다. 또한 DC-link단 전압제어기는 시스템에 대한 경험과 정성적인 정보에 기초하고 제어 대상에 대한 정확한 수식이 없어도 제어기 설계가 가능한 퍼지 PI제어기를 이용하였다. 제안한 정류기는 교류측 전압과 전류 센서 없이 DC-link단 전압과 전류 센서만을 이용하여 교류측 전압과 전류를 추정하고 단위역률을 구현하였으며, 이를 PSIM시뮬레이션을 통하여 검증 하였다.

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자동운전 전동차의 속도제어기법에 관한 연구 (A study on the speed control method of automatic operation train)

  • 변윤섭;장동욱;김길동;한영재;이재관
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2001년도 춘계학술대회 논문집 전기기기 및 에너지변환시스템부문
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    • pp.372-374
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    • 2001
  • An automatic operation of train is executed by an automatic train operation(ATO) system. The main function of ATO system is to control train speed as well as train brake system. So that train can stop at its programed position on platform and run with passenger comfort. In this paper, the gain scheduled control is designed for speed control considering the disturbances. The simulation is executed to verify the speed control performance and to compare its performance with the conventional PI and general Fuzzy control.

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다중 HBPI 제어기를 이용한 유도전동기 드라이브의 최대토크 제어 (Maximum Torque Control of Induction Motor Drive using Multi-HBPI Controller)

  • 고재섭;최정식;정동화
    • 조명전기설비학회논문지
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    • 제24권9호
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    • pp.26-35
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    • 2010
  • The maximum output torque developed by the machine is dependent on the allowable current rating and maximum voltage that the inverter can supply to the machine. Therefore, to use the inverter capacity fully, it is desirable to use the control scheme considering the voltage and current limit condition, which can yield the maximum torque per ampere over the entire speed range. This controller is controlled speed and current using hybrid PI(HBPI) controller and estimation of speed using ANN. Also, this paper is proposed maximum torque control of induction motor using slip angular speed and current condition at widely speed range. The performance of the proposed induction motor drive with maximum torque control using HBPI controller is verified by analysis results at dynamic operation conditions.

풍력발전시스템의 출력제어를 위한 에너지저장장치의 Fuzzy PI제어기 설계에 관한 연구 (Wind turbine output control using Fuzzy PI controller of Energy storage system)

  • 이희태;구본길;이상훈;박준호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2011년도 제42회 하계학술대회
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    • pp.402-403
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    • 2011
  • This paper presents an active and reactive power compensator for the wind power system with multi-polar synchronous generator. The proposed compensator is composed of a charge/discharge PWM converter and battery. The output power of a wind power system changes irregularly according to the variation of wind speed. The developed system is able to continuously compensate the active and reactive power. The operational feasibility of the proposed model was verified by simulations with PSCAD/EMTDC.

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A Novel Photovoltaic Power Harvesting System Using a Transformerless H6 Single-Phase Inverter with Improved Grid Current Quality

  • Radhika, A.;Shunmugalatha, A.
    • Journal of Power Electronics
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    • 제16권2호
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    • pp.654-665
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    • 2016
  • The pumping of electric power from photovoltaic (PV) farms is normally carried out using transformers, which require heavy mounting structures and are thus costly, less efficient, and bulky. Therefore, transformerless schemes are developed for the injection of power into the grid. Compared with the H4 inverter topology, the H6 topology is a better choice for pumping PV power into the grid because of the reduced common mode current. This paper presents how the perturb and observe (P&O) algorithm for maximum power point tracking (MPPT) can be implemented in the H6 inverter topology along with the improved sinusoidal current injected to the grid at unity power factor with the average current mode control technique. On the basis of the P&O MPPT algorithm, a power reference for the present insolation level is first calculated. Maintaining this power reference and referring to the AC sine wave of bus bars, a sinusoidal current at unity power factor is injected to the grid. The proportional integral (PI) controller and fuzzy logic controller (FLC) are designed and implemented. The FLC outperforms the PI controller in terms of conversion efficiency and injected power quality. A simulation in the MATLAB/SIMULINK environment is carried out. An experimental prototype is built to validate the proposed idea. The dynamic and steady-state performances of the FLC controller are found to be better than those of the PI controller. The results are presented in this paper.