• 제목/요약/키워드: Maximum power point tracking Algorithm

검색결과 199건 처리시간 0.03초

도시형 풍력발전 시스템의 효율적 에너지 관리를 위한 인공신경망 기반 최대 전력점 추종 알고리즘 개발 (Design of Neural Network based MPPT(Maximum Power Point Tracking) Algorithm for Efficient Energy Management in Urban Wind Turbine Generating System)

  • 김승영;김성호
    • 한국지능시스템학회논문지
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    • 제19권6호
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    • pp.766-772
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    • 2009
  • 일반적으로 풍력발전은 광범위한 영역에 지속적인 바람을 요구하는 대형 시스템 위주로 개발이 되어왔다. 그러나 소형 풍력발전 시스템은 사용자에게 보다 친숙하고, 대형에 비해 보다 광범위한 적용이 가능하다는 점 때문에 최근 이에 대한 관심이 증가되고 있는 실정이다. 이에 본 연구에서는 배터리 충전에 효과적으로 도입될 수 있는 도시형 풍력발전을 위한 프로토타입 시스템에 대해 기술하며, 프로토타입 시스템에 효과적으로 도입될 수 있는 인공신경망 기반의 최대 전력점 추종 알고리즘을 제안하고자 한다. 또한 Matlab기반의 다양한 시뮬레이션 및 실제 시스템 설계를 통해 제안된 기법의 유용성을 확인하고자 한다.

A Modified Perturb and Observe Sliding Mode Maximum Power Point Tracking Method for Photovoltaic System uUnder Partially Shaded Conditions

  • Hahm, Jehun;Kim, Euntai;Lee, Heejin;Yoon, Changyong
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제16권4호
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    • pp.281-292
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    • 2016
  • The proposed scheme is based on the modified perturb and observe (P&O) algorithm combined with the sliding mode technique. A modified P&O algorithm based sliding mode controller is developed to study the effects of partial shade, temperature, and insolation on the performance of maximum power point tracking (MPPT) used in photovoltaic (PV) systems. Under partially shaded conditions and temperature, the energy conversion efficiency of a PV array is very low, leading to significant power losses. Consequently, increasing efficiency by means of MPPT is particularly important. Conventional techniques are easy to implement but produce oscillations at MPP. The proposed method is applied to a model to simulate the performance of the PV system for solar energy usage, which is compared to the conventional methods under non-uniform insolation improving the PV system utilization efficiency and allowing optimization of the system performance. The modified perturb and observe sliding mode controller successfully overcomes the issues presented by non-uniform conditions and tracks the global MPP. Compared to MPPT techniques, the proposed technique is more efficient; it produces less oscillation at MPP in the steady state, and provides more precise tracking.

태양광 배터리 충전기를 위한 개선된 충전 알고리즘 (An Improved Battery Charging Algorithm for PV Battery Chargers)

  • 김정현;주성탁;이교범
    • 전력전자학회논문지
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    • 제18권6호
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    • pp.507-514
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    • 2013
  • In this paper, the proposed charging algorithm is converted from the charging mode to compensate the transient state in the solar battery charging system. The maximum power point tracking (MPPT) control methods and the various charging algorithms for the optimal battery charging are reviewed. The proposed algorithm has excellent transient characteristics compare to the previous algorithm by adding the optimal control method to compensate the transient state when the charging mode switches from the constant current mode to the constant voltage mode based on the conventional constant-current constant-voltage (CC-CV) charging algorithm. The effectiveness of the proposed method has been verified by simulations and experimental results.

태양광 시스템의 동작특성에 따른 개선된 P&O MPPT 알고리즘 연구 (A study of Improved P&O MPPT Algorithm go with a Dynamic characteristic of Photovoltaic System)

  • 이승희;장기영;김상모;김기현;유권종
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2009년도 춘계학술대회 논문집
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    • pp.107-110
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    • 2009
  • The photovoltaic power system is effected by atmospheric condition. Therefore, The maximum power point tracking(MPPT) algorithm of the Photovoltaic (PV) power system is needed for high efficiency. Many MPPT techniques have been considered in past, but In this paper, the author analyzes widely known P&O MPPT algorithm and ImP&O algorithm, and presents new MPPT algorithm complementing weaknesses of other two algorithms.

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Maximum Power Point Tracking in PMSG Using Fuzzy Logic Algorithm

  • ;이홍희
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2009년도 정기총회 및 추계학술대회 논문집
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    • pp.135-138
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    • 2009
  • In this paper, a novel maximum power point tracking (MPPT) for a PMSG-based variable speed wind power system is proposed using the fuzzy logic algorithm. The control algorithm is developed based on the normal hill climb searching (HCS) method, commonly used in wind energy conversion systems (WECS). The inputs of fuzzy-based controller are the derivations of DC output power and the step size of DC/DC converter duty cycles. The main advantages of the proposed MPPT method are no need to measure the wind velocity and the generator rotational speed. As such, the control algorithm is independent of turbine characteristics, achieving the fast dynamic responses with non-linear fuzzy systems. The effectiveness of the proposed MPPT strategy has been verified through the simulated results.

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태양광 모듈의 미스매치를 고려한 새로운 최대전력 추종제어 알고리즘 연구 (A Novel Maximum Power Point Tracking Algorithm Considering the partially shaded in PV generating system)

  • 심재휘;최주엽;최익;이상철;이동하
    • 한국태양에너지학회 논문집
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    • 제32권spc3호
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    • pp.220-227
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    • 2012
  • The maximum power point tracking(MPPT) is important part pf PV generating system, because of nonlinear characteristic of PV array. Many MPPT algorithms have been developed and proposed, but partially shaded in PV generating system, these algorithms can not track maximum power point. This paper explains the partially shaded conditions in the PV generating system and describes a novel new MPPT algorithm. To verify the proposed novel algorithm, PSIM simulation tool is used in this paper, and proper 3kW PV module modeling is made. As a result, the right maximum power point(11PP) of PV PCS can be tracked directly under shading effect for any mismatched condition in solar array.

다이나믹 MPPT를 적용한 최대전력지점추종 알고리즘 (The New MPPT Algorithm for the Dynamic MPPT Efficiency)

  • 고석환;정영석;소정훈;황혜미;주영철
    • 한국태양에너지학회 논문집
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    • 제34권6호
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    • pp.1-10
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    • 2014
  • The efficiency of the maximum power point tracking(MPPT) of inverter which is used in grid-connected photovoltaic systems is changed according to dynamic environment conditions. Hence, this paper evaluates the performance of the proposed method and other MPPT algorithm on the basis of European Efficiency Test(EN50530). The modeling of MPPT algorithm is made by the Matlab & Simulink. In the result of simulation, the more control period is shorter, the more MPPT efficiency is higher. Also, the Proposed MPPT algorithm has higher performance than other MPPT algorithm with no regard to control period.

Comparative Study and Simulation of P&O Algorithm using Boost Converter for a Photovoltaic System

  • Ganzorig, Batdelger;Song, Han-Jung
    • 한국산업융합학회 논문집
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    • 제22권4호
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    • pp.395-403
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    • 2019
  • The excessive need of power is creating an unbalance situation in power sector, where solar energy is one of the best solutions among other energy sources to mitigate this demand. It is globally accepted because of its flexibility and long life compared to others. A lot research is going on to enhance the energy efficiency by introducing photovoltaic (PV) power generation technology, but still irradiation of PV power is the major problem. In this manuscript, we have designed PV module using single diode methodology and also the solar conversion efficiency was boosted with maximum power point tracking (MPPT) by using perturb and observe (P&O) algorithm. The simulation was done for $1000W/m^2$ and $800W/m^2$ at solar irradiance in cell temperature of 25C and 40C degree levels in PSIM tool.

농형 유도기 터빈 모델을 이용해 구현한 영구자석 동기기 풍력발전 시스템의 MPPT 제어 (The MPPT Control Method of the PMSG Wind Generation System using the Turbine Model with a Squirrel Cage Induction Motor)

  • 이준민;김동화;신혜수;김영석
    • 전기학회논문지
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    • 제61권2호
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    • pp.231-236
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    • 2012
  • This paper presents the MPPT(Maximum Power Point Tracking)control method of the PMSG wind generation system using the turbine model with a squirrel cage induction motor. The torque of squirrel cage induction turbine model is controlled by mathematization of speed characteristics of real blade. In this paper, maintenance and cost issues into consideration, except for previous method using information of the velocity of the wind speed sensor, the algorithm is presented. The algorithm is controlled by tracking the optimal point, the generator speed and maximum grid power. The vector controls of the generator side converter and the grid side converter are controlled respectively to obtain maximum torque and regulate unity power factor. With Psim simulations and experiments, the efficiency of squirrel cage induction turbine model and the validity of control algorithm are verified.

Maximum Output Power Control for PV Generation System basedon Fuzzy Logic Algorithm

  • Abo-Khalil Ahmed G.;Lee Dong-Choon;Seok Jul-Ki;Choi Jong-Woo;Kim Heung-Keun
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2003년도 추계학술대회 논문집
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    • pp.69-72
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    • 2003
  • The paper presents implementation of a PV fuzzy logic power tracking controller. Using maximum power point tracker with the intermediate converter can increase the system efficiency by matching the PV system to the load. A new fuzzy MPPT is proposed, where fuzzy inputs parameters are dp/dI and the last incremental of duty of duty ratio $L{\delta}D$, and the output is the new incremental value $(new{\delta}D)$ according to the maximum power point under various illumination levels.

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