• 제목/요약/키워드: MPPT Algorithm

검색결과 255건 처리시간 0.021초

실제 날씨 환경에서 퍼지로직과 P&O 제어방식의 MPPT 동작 성능 분석 (Performance Analysis of MPPT Techniques Based on Fuzzy Logic and P&O Algorithm in Actual Weather Environment)

  • 엄현상;양혜지;안현준;권용성
    • 한국산학기술학회논문지
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    • 제21권10호
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    • pp.291-298
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    • 2020
  • 태양광(PV, Photovoltaic) 시스템의 발전량은 일사량 및 기온 등 날씨 변수에 따라 변동한다. 특히 일사량 변화에 민감하게 반응하는 PV 시스템의 출력 특성은 최대 전력 점 추적(MPPT, Maximum Power Point Tracking) 제어를 통해 변화하는 기상 환경에서도 효율적이며 안정적으로 최대 전력을 생산할 수 있다. 본 논문에서는 PV 시스템의 전력생산 효율 개선과 안정성을 높이기 위해 퍼지 로직 기반의 MPPT 제어 방법을 제안한다. 제안한 방법의 성능 검증을 위해, 동일 기상 조건하에서 기존의 대표적인 MPPT 제어방식인 P&O(Perturb and Observe)와 새로 제안한 퍼지 로직의 효율과 안정성을 실증적으로 비교 및 평가한다. 더욱이 하드웨어의 안정도 및 신뢰도 향상을 위해 설계한 회로를 인쇄 회로 기판(PCB, Printed Circuit Board)으로 제작하여 실험을 진행했다. 특정 기간동안 prototype으로 진행한 실험 결과를 통해, 본 논문에서 제안한 퍼지 로직 기반의 MPPT가 기존의 P&O MPPT 대비 4.4% 이상의 효율 개선과, 최대 전력 점에서 변동 폭의 39.7% 이상 감소가 확인된다.

Research and Experimental Implementation of a CV-FOINC Algorithm Using MPPT for PV Power System

  • Arulmurugan, R.;Venkatesan, T.
    • Journal of Electrical Engineering and Technology
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    • 제10권4호
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    • pp.1389-1399
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    • 2015
  • This research suggests maximum power point tracking (MPPT) for the solar photovoltaic (PV) power scheme using a new constant voltage (CV) fractional order incremental conductance (FOINC) algorithm. The PV panel has low transformation efficiency and power output of PV panel depends on the change in weather conditions. Possible extracting power can be raised to a battery load utilizing a MPPT algorithm. Among all the MPPT strategies, the incremental conductance (INC) algorithm is mostly employed due to easy implementation, less fluctuations and faster tracking, which is not only has the merits of INC, fractional order can deliver a dynamic mathematical modelling to define non-linear physiognomies. CV-FOINC variation as dynamic variable is exploited to regulate the PV power toward the peak operating point. For a lesser scale photovoltaic conversion scheme, the suggested technique is validated by simulation with dissimilar operating conditions. Contributions are made in numerous aspects of the entire system, including new control algorithm design, system simulation, converter design, programming into simulation environment and experimental setup. The results confirm that the small tracking period and practicality in tracking of photovoltaic array.

A Novel MPPT Control of a Photovoltaic System using an FLC Algorithm

  • Ko, Jae-Sub;Chung, Dong-Hwa
    • 조명전기설비학회논문지
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    • 제28권11호
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    • pp.17-25
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    • 2014
  • This paper proposes a novel maximum power point tracking (MPPT) system using a fuzzy logic control (FLC) algorithm for robust in-environment changing. The power available at the output of a photovoltaic (PV) cell continues to change with radiation and temperature because a solar cell exhibits nonlinear current-voltage characteristics. Therefore, the maximum power point (MPP) of PV cells varies with radiation and temperature. The MPPT methods are used in PV systems to make full utilization of the PV array output power, which depends on radiation and temperature. The conventional MPPT control methods such as constant voltage (CV), perturbation and observation (PO) and incremental conductance (IC) have been studied but these methods are problematic in that they fail to take into account the changing environment. The proposed FLC controller is based on the fuzzy control algorithm and facilitates robust control with the environmental changes. Also, the PV systems applied FLC controller is modeled by PSIM and the response characteristics of the FLC method according to environmental variations are analyzed through comparison with the performance of conventional methods. The validity of this controller is shown through response results.

태양전지의 출력 불균일에 대한 최대전력 알고리즘 연구 (The Study on MPPT Algorithm of PV Module by mismatched Solar Cell)

  • 심재휘;최주엽;최익;이상철;이동하
    • 한국태양에너지학회:학술대회논문집
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    • 한국태양에너지학회 2011년도 추계학술발표대회 논문집
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    • pp.143-148
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    • 2011
  • This paper is about the study on MPPT algorithm of PV module where mismatched solar cells exist. PSIM simulation tool was used to verify new MPPT algorithm and PV module modeling was made. It was verified for the proposed algorithm to track the right MPP of PV boost converter under mismatched condition, which shows a shading effect in PV module. An experiment will be done soon using PV simulator for verification of the proposed algorithm.

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일사량 변화를 고려한 PV 시스템의 개선된 P&O 알고리즘 개발 (Development of Improved P&O Algorithm of PV System Considering Insolation variation)

  • 최정식;고재섭;정동화
    • 조명전기설비학회논문지
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    • 제24권4호
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    • pp.166-176
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    • 2010
  • 태양전지의 출력 특성은 비선형이고 온도와 일사량에 많은 영향을 받는다. 최대전력점 추종 제어는 태양광 발전의 출력을 최대로 하기 위해 사용되는 제어기법이다. 태양광발전 시스템의 출력 및 효율을 증가 시키기 위해 더욱 우수한 최대전력점 추종 제어기법이 필요하다. 본 논문에서는 태양광 발전 시스템의 효율을 개선하기 위해 일사량을 고려한 새로운 최대전력점 추종 제어 알고리즘을 제시한다. 제시한 알고리즘은 종래의 P&O방법과 CV 방법을 혼합한 것이며, PSIM 시뮬레이터를 통하여 종래의 MPPT 알고리즘과 다양한 일사량 조건에서 성능시험을 비교하였다. 제시한 알고리즘은 종래의 알고리즘에 비해 출력의 자려진동없이 다양한 일사량에서 우수한 성능을 나타냈다. 이로서 본 논문에서 제시한 HB 방법의 최대전력점 추종 제어 알고리즘의 타당성을 입증하였다.

인공 신경망과 퍼지를 이용한 최대 전력점 추적을 위한 모델 (Model for Maximum Power Point Tracking Using Artificial Neural Network and Fuzzy)

  • 김태오;하은규;김창복
    • 한국정보기술학회논문지
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    • 제17권9호
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    • pp.19-30
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    • 2019
  • 태양광 발전은 일사량 및 온도 등 외부변화에 따른 안정적이고 효율적인 최대 전력 출력 전력점을 추적하기 위한 MPPT 알고리즘이 필요하다. 본 연구는 인공 신경망을 이용하여 기존 MPPT 알고리즘보다 신속하게 MPP를 추적할 수 있는 모델을 구현하였다. 제안 모델은 인공 신경망의 학습 데이터를 위해 다양한 일사량과 온도의 조합에 대해서 기존 MPPT 알고리즘으로 MPP의 전류와 전압을 찾았다. 획득한 MPP 데이터는 입력 노드를 일사량과 온도로 출력 노드를 전류와 전압으로 하여 학습하였다. 실험결과 일사량과 온도 변화가 있는 0~0.3t 구간에서 추적시간은 기존 알고리즘인 P&O와 InC 그리고 Fuzzy는 각각 잘못된 계산식t, 0.49t 그리고 0.4076t이였으며, 제안 모델은 0.32511t로서 기존 알고리즘 보다 0.1t 이상 신속하게 MPP를 추적하였다.

계통 연계형 인버터의 DC-Link 전압 가변을 통한 소형 풍력발전 시스템의 MPPT 제어 (The MPPT Control of a Small Wind Power Generation System by Adjusting the DC-Link Voltage of a Grid-connected Inverter)

  • 박민기;이준민;홍주훈;김영석
    • 전기학회논문지
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    • 제63권10호
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    • pp.1402-1411
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    • 2014
  • In this paper, the Maximum Power Point Tracking(MPPT) control of the small scale wind power generation system with a three-phase diode rectifier and the grid-connected inverter is studied. Without the need for the converter circuits to control speed of the generator, it is economical and the structure is simple. Compared with existing systems, it can be to reduce the power semiconductor switches and passive elements, and to implement the MPPT control with only DC-Link voltage control of the grid-connected inverter. In order to allow MPPT control without the characteristic information of the wind turbine, the P&O algorithm is applied, and these are verified by the simulation and experiment.

A Variable Step Size Incremental Conductance MPPT of a Photovoltaic System Using DC-DC Converter with Direct Control Scheme

  • Cho, Jae-Hoon;Hong, Won-Pyo
    • 조명전기설비학회논문지
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    • 제27권9호
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    • pp.74-82
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    • 2013
  • This paper presents a novel maximum power point tracking for a photovoltaic power (PV) system with a direct control plan. Maximum power point tracking (MPPT) must usually be integrated with photovoltaic (PV) power systems so that the photovoltaic arrays are able to deliver maximum available power. The maximum available power is tracked using specialized algorithms such as Perturb and Observe (P&O) and incremental Conductance (indCond) methods. The proposed method has the direct control of the MPPT algorithm to change the duty cycle of a dc-dc converter. The main difference of the proposed system to existing MPPT systems includes elimination of the proportional-integral control loop and investigation of the effect of simplifying the control circuit. The proposed method thus has not only faster dynamic performance but also high tracking accuracy. Without a conventional controller, this method can control the dc-dc converter. A simulation model and the direct control of MPPT algorithm for the PV power system are developed by Matlab/Simulink, SimPowerSystems and Matlab/Stateflow.

변압기 없는 태양광 PCS에서의 최대전력추종제어기법 분석 (Analysis and study for MPPT algorithms in transformerless PV PCS)

  • 이경수;정영석;소정훈;유권종;최재호
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2004년도 전력전자학술대회 논문집(2)
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    • pp.606-609
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    • 2004
  • Maximum power point tracking(MPPT) is usually used for a solar power system. Many maximum power tracking techniques have been considered in the past. The microprocessors with appropriate MPPT algorithms are favored because of their flexibility and compatibility with different solar arrays. In this paper, four MPPT algorithms are analyzed and studied. Perturbation and Observation(P&O), Incremental Conductance(IncCond), which are used from the past. Improved P&O and Two-mode , which are developed P&O and IncCond algorithms. Also, the author introduces grid-connected fransformerless PV PCS to apply MPPT control. MPPT efficiency is measured by changing irradiance from $0.1kW/m^2\;to\;1kW/m^2$ and simulation was performed for each MPPT algorithm.

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개선된 PO 방법을 이용한 태양광 발전의 MPPT 제어 (MPPT Control of PV System using Improved PO Method)

  • 고재섭;정동화
    • 전기학회논문지
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    • 제63권12호
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    • pp.1649-1654
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    • 2014
  • This paper proposes the method which is improved a performance of PO MPPT control in PV system. The PO method is continually changed voltage toward direction that increases power, and if output power is decreased by changing voltage, a power of the conventional PO method is changed to a power before one step. These operations causes reduce of MPPT performance. Therefore, this paper proposes the MPPT method that can be improved the performance of the conventional PO method. When voltage is changed to direction of reducing power, the method proposed in this paper is changed to the voltage the opposite direction of twice step size. The MPPT performance of proposed method in this paper is compared with conventional PO method and proved the validity of this paper using these results.