• 제목/요약/키워드: on-line optimal control

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Optimal Efficiency Control of Wind Generation System Using Fuzzy Logic Control

  • Abo-Khalil, Ahmed G.;Lee, Dong-Choon
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2005년도 제36회 하계학술대회 논문집 B
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    • pp.1750-1752
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    • 2005
  • This paper presents a variable speed wind generation system where fuzzy logic controllers is used as efficiency optimizer. The fuzzy logic controller increments the machine flux by on-line search to improve the generator efficiency in case of light load. The speed of the induction generator is controlled according to the variation of the wind speed in order to produce the maximum output power The generator reference speed is adjusted according to the optimum tip-speed ratio. The complete control system has been developed by simulation study.

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유비쿼터스 기반 분산 자율 전압 제어 방식에 의한 배전계통 전압 보상 전략 (The Voltage Compensation Strategy of Distribution System Using the Ubiquitous-based Distributed Voltage Control Method)

  • 고윤석
    • 전기학회논문지
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    • 제57권10호
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    • pp.1696-1702
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    • 2008
  • This paper proposes a voltage compensation device direct control strategy to realize the distributed, autonomous voltage control of the distribution system, which based on voltage data collected from customers of the remote site under the ubiquitous-based distribution system. In the proposed method, The ULTC and the SVR(Step Voltage Regulator)s compensate autonomously the voltage for self-compensation area based on the voltage data furnished from the ubiquitous device of customers. Also, the SVRs overcome the limit of single-operation of ULTC by the interlocking operation with the ULTC and enhance the voltage compensation capability for the customer. In particular, an optimization design method and a fuzzy design method are compared to determine the effective control method of the voltage compensator under the ubiquitous-based on-line operation environments. In fuzzy method, the tap of voltage compensator is defined as output member. Finally, the proposed two methods are implemented in Visual C++ MFC, the effectiveness is proved by simulation based on the worst virtual voltage data. Also, an optimal voltage compensation strategy is determined under on-line environments based on analyzed results.

선박 자동 이접안을 위한 비선형 제어알고리즘 연구 (A Study on a Nonlinear Control Algorithm for the Automatic Berthing of Ships)

  • 원문철;홍성국;정윤하;김선영;손남선;윤현규
    • 한국해양공학회지
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    • 제22권3호
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    • pp.34-40
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    • 2008
  • his study discusses the design of an automatic berthing control algorithm for ships with a haw thruster and a stern thruster, as well as a rudder. A nonlinear mathematical model for the law speed maneuvering of ships was used to design a MIMO (multi-input multi-output) nonlinear control algorithm. The algorithm consists of two parts, the forward velocity control and heading angle control. The control algorithm was designed based on the longitudinal and yaw dynamic models of ships. The desired heading angle was obtained by the so-called "Line of Sight" method. An optimal control force allocation method forthe rudder and the thrusters is suggested. The nonlinear control algorithm was tested by numerical simulations using MATLAB, and showed good tracking performance.

背壓과 抽氣復水터빈을 採用한 産業用 熱倂合 發電플랜트의 最適運用 (Optimal Operation of industrial Cogeneration Plant with Back-Pressure and Extraction-Condensing Turbine/Generators)

  • 오성근
    • 조명전기설비학회논문지
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    • 제12권2호
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    • pp.69-76
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    • 1998
  • 본 논문에서는 배압터빈과 추기복수터빈으로 이루어진 열병합 발전플랜트의 최전운전을 결정할 수 있는 새로운 알고리즘을 제시한다. 제시한 알고리즘은 플랜트가 운전중에 직접 온 라인으로 취할 수 있는 증가량만을 파라메타로 하여 보일러와 터빈-발전기의 최적부하를 결정할 수 있다. 본 알고리즘은 비선형 경비함수와 해당 제한사항들로 이루어져 있으며 실제 운전중인 열병합 발전플랜트와 비교 시뮬레이션을 실시한 결과 만족할만한 결과를 얻었다. 즉 실제 운전 데이터와 비교해본 결과 공정의 증기 부하량에 따라 1.2∼4.5[%]의 운전경비 절감효과를 얻을 수 있었다. 또한 본 알고리즘은 필요한 입력 데이터를 공정으로부터 쉽게 온 라인으로 취할 수 있어 프로세스 컴퓨터로 용이하게 구현할 수 있다.

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임베디드 시스템을 이용한 CVT 유압시스템 제어 (A Control of CVT Hydraulic System using Embedded System)

  • 한기원;류완식;장인규;전재욱;김현수;황성호
    • 유공압시스템학회논문집
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    • 제4권1호
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    • pp.18-24
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    • 2007
  • The continuously variable transmission (CVT) of which speed ratio can change continuously in a fixed range has the benefits of low fuel consumption and exhaust gas because it enables the engine of a vehicle to operate in a high efficiency range regardless of vehicle speed. The speed ratio of belt type CVT is controlled by adjusting line pressure. The one of the line pressure control methods, mechanical-hydraulic control is usually adopting VDT's control method, in which the secondary solenoid valve has two functions both a regulator and a line pressure controller. However, this control method could not show the high performance of CVT with optimal driving capability because of the limitation of simple control algorithm, and it could not gain market share sufficiently in spite of the advantage of CVT with low fuel consumption. On the other hand, the electro-hydraulic control method gives the enhancement of power performance and low fuel consumption by implementing various driving mode using the proportional control or PWM control. The key of CVT technique is to develop a control algorithm of the electro-hydraulic solenoid valve in order to implement the speed ratio efficiently. In this paper, the line pressure control algorithm is proposed and the hydraulic system is controlled using metal belt type CVT test rig and the embedded ECU platform.

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다목적 유전자 알고리즘을 이용한 우수유출 저류지 최적화 방안 (Optimization of Detention Facilities by Using Multi-Objective Genetic Algorithms)

  • 정재학;한건연;김극수
    • 한국수자원학회논문집
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    • 제41권12호
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    • pp.1211-1218
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    • 2008
  • 본 연구의 목적은 다목적 유전자 알고리즘을 이용하여 우수유출 저류지를 소유역에 분담하여 설치 계획하는데있다. 이를 위해 우수유출 저류지의 위치 및 규모를 최적화하기 위한 모형을 개발하였다. 이 모형은 크게 2가지로 나뉘어 지는데, 유역유출모형과 최적해를 구하기 위하여 도입한 다목적 유전자 알고리즘(MOGAs)이다. 이러한 최적화 모형을 모의하기 위하여 목적함수는 첨두유출량과 저류지 저류용량의 함수로 설정하고, 제한조건은 기본적으로 구조적 제한과 저류용량 및 운영목적에 따라 설정하였다. 본 연구를 위해 만들어진 최적화 모형은 안양시 관양유역에 실제 적용해 보았으며, 그 결과 주어진 제약조건내에서 상류지역에 저류지가 설치되는 경우가 최적값으로 나타난 것을 통해 적절하게 잘 모의된 것으로 보인다. 그밖에 On-line 및 Off-line 저류지가 동시에 건설되는 경우에도 함께 최적화 모의가 가능한지도 살펴보았다. 본 연구를 통해 제시한 방법론은 향후 도시유역내의 홍수피해 저감계획시 활용될 수 있을 것이다.

능동방음벽 시스템의 제어 음원 위치 선정에 미치는 최적화 기법 성능에 관한 고찰 (A Study on the Performance of Optimization Techniques on the Selection of Control Source Positions in an Active Noise Barrier System)

  • 임형진;백광현
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2004년도 추계학술대회논문집
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    • pp.1012-1015
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    • 2004
  • There have been several kinds of attempts to actively control the deflected noise behind the noise barrier. Omoto's work in 1993 would be one of the fundamental studies, where he placed the control sources uniformly parallel to the noise barrier. Following this study, Yang pointed that the average distance between the noise source and control sources is more important than the arrangement of control sources such as a straight line or an arc type distribution. In 2004, Baek tried to show optimal arrangement of control sources while keeping the average distance between the noise source and control sources. He used simulated annealing algorithm which is one of the natural algorithms for the selections of optimal control source positions, but the searching technique was a hybrid of the simulated annealing and the sequential searching to adapt to the vast amount of searching time. This study is about the performance comparison between the pure sequential searching and the hybrid one. The simulation results show very similar performance and a pure simulated annealing searching will be more beneficial for the noise reduction performance but at the cost of computing time.

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VSI-IM 구동시스템의 고동작 및 고주파영향 최소화를 위한 MM PWM 방식 (MM PWM Scheme for High Performance and Harmonic Effects Minimization of VSI-IM Drive System)

  • Min Soo Kim
    • 대한전자공학회논문지
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    • 제25권1호
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    • pp.42-48
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    • 1988
  • MM(multimode) PWM(pulse width modulation) Suitable for high performance and harmonic effects minimization of VSI (voltabge source invertetr)-IM (induction motor)drive system is proposed. The approximated optimal, suboptimal and optimal PWM are implemented in the low frequency range, while square wave operation is realized in the hibh frequency range. The pulse width Modulator is capable of generating control signals to a transistorized inverter operating at about 1KHz. All functions except digital comparison have been implemented in softyware making the scheme economical, flexible and reliable. Pulse width modulator is built and tested experimentally. In order to confirm the effectiveness and the reliability of the theoretical proposition, this scheme is applied to 1Hp, Three phase IM. As results, it is concluded that the scheme of MM PWM is superior to other conventional switching scheme through the discussions or analysis carried out on the items such as line-to-line voltage, current and spectrum of current harmonic components observed at the output terminal of inverter, noise level of motor.

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Optimal Efficiency Control of Induction Generators in Wind Energy Conversion Systems using Support Vector Regression

  • Lee, Dong-Choon;Abo-Khalil, Ahmed. G.
    • Journal of Power Electronics
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    • 제8권4호
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    • pp.345-353
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    • 2008
  • In this paper, a novel loss minimization of an induction generator in wind energy generation systems is presented. The proposed algorithm is based on the flux level reduction, for which the generator d-axis current reference is estimated using support vector regression (SVR). Wind speed is employed as an input of the SVR and the samples of the generator d-axis current reference are used as output to train the SVR algorithm off-line. Data samples for wind speed and d-axis current are collected for the training process, which plots a relation of input and output. The predicted off-line function and the instantaneous wind speed are then used to determine the d-axis current reference. It is shown that the effect of loss minimization is more significant at low wind speed and the loss reduction is about to 40% at 4[m/s] wind speed. The validity of the proposed scheme has been verified by experimental results.

코호넬 신경회로망을 이용한 배전시스템의 전압/무효전력 제어게 관한 연구 (A Study on the Voltage/Var Control of Distribution System Using Kohonen Neural Network)

  • 김광원;김종일
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1998년도 추계학술대회 논문집 학회본부A
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    • pp.329-331
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    • 1998
  • This paper presents a modified Learning Vector Quantization rule to control shunt capacitor banks and feeder voltage regulators in electric distribution systems with Kohonen Neural Network(KNN). The objective of the KNN is on-line decision of the optimal state of shunt capacitor banks and feeder voltage regulators which minimize $I^{2}R$ losses of the distribution system while maintaining all the bus voltages within the limits. The KNN is tested on a distribution system with 30 buses, 5 on-off switchable capacitor banks and a nine tap line voltage regulator.

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