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

검색결과 199건 처리시간 0.03초

퍼지 제어기를 이용한 PV 시스템의 ANN 기반 최대전력점 추적 (ANN-based Maximum Power Point Tracking of PV System using Fuzzy Controller)

  • 고재섭;정동화
    • 조명전기설비학회논문지
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    • 제29권2호
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    • pp.27-32
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    • 2015
  • A maximum power point tracking (MPPT) algorithm using fuzzy controller was considered. MPPT method was implemented based on the voltage and reference PV voltage value was obtained from Artificial Neural Network (ANN)-model of PV modules. Therefore, measuring only the PV module voltage is adequate for MPPT operation. Fuzzy controller is used to directly control dc-dc buck converter. The simulation results have been used to verify the effectiveness of the algorithm. The proposed method is compared with conventional PO(perturbation & observation), IC(Incremental Conductance) method. The nonlinearity and adaptiveness of fuzzy controller provided good performance under parameter variations such as solar irradiation.

토크제어를 이용한 풍력발전시스템의 적응 최대 출력 제어 (The Adaptive Maximum Power Point Tracking Control in Wind Turbine System Using Torque Control)

  • 현종호;김경연
    • 전기전자학회논문지
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    • 제19권2호
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    • pp.225-231
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    • 2015
  • 토크제어를 이용한 최대 출력 제어에서 얼마나 많은 풍력에너지를 전기에너지로 변환하는지 결정하는 파라미터 K는 블레이드 형상 변화. 공기 밀도 등으로 인하여 변동하게 된다. 이러한 파라미터 K가 최적의 값이 아니면 이는 출력의 손실까지 이어진다. 이렇게 변동하는 K로 인하여 최적의 K를 찾는 것이 풍력발전시스템의 손실을 줄이는 중요한 문제이다. 본 논문은 양방향 컨버터 제어와 토크제어를 사용한 풍력발전시스템을 고려하여 초기의 K를 이용하여 빠른 제어를 수행하고 칼만 필터를 이용한 기계적 출력을 추정하여 최대 출력 제어 알고리즘의 입력으로 다시 사용하여 결과적으로 최적의 최대 출력 제어 제어를 수행하는 적응 최대 출력 제어 알고리즘을 제안한다.

태양광의 세기와 셀 온도가 최대전력 추종을 하는 태양광 발전의 동특성에 미치는 영향 분석 (Analysis of the Effects of the Irradiation and Cell-Temperature on the Dynamic Responses of PV System with MPPT)

  • 응웬칸록;문대성;서재진;원동준
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2008년도 제39회 하계학술대회
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    • pp.1142-1143
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    • 2008
  • As well known, the maximum power point tracking (MPPT) is an important role in photovoltaic (PV) power systems. MPPT finds and maintains the operation of PV at the maximum power point when the irradiation and cell-temperature change. In this paper, the studied system includes a PV array, a Buck-Boost DC/DC converter, a DC/AC inverter and it is connected to the three phase power system. The solar array operates as a non-linear voltage source. The P&O algorithm with power feed-back is used to control the operating point of PV array at the maximum power point. The effects of irradiation and cell-temperature on the dynamic responses are also considered.

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독립형 태양광 발전시스템의 MPPT 제어기법 비교 (MPPT Control Method comparison of the Stand-alone PV system)

  • 이용식;김남인;정성원;김재현
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2011년도 제42회 하계학술대회
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    • pp.1386-1387
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    • 2011
  • Maximum power point tracking(MPPT) techniques are used in photovoltaic systems to maximize the PV array output power by tracking continuously the maximum power point which depends on panels temperature and on irradiance conditions. In this paper, the controller of the stand-alone PV system applicable to various fields are designed. The improved P&O MPPT and traditional P&O MPPT method was applied. This improved algorithm consists of a constant perturbation with an step control which will make easier the controller PV power data acquisition process. This strategy of control has, in first time, been validated by PSIM simulations. After, been field test. The experimental results show that the improved P&O method increased the PV output power compare to traditional P&O method.

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Developed MPPT Algorithm for Photovoltaic Systems without a Voltage Sensor

  • Momayyezan, Milad;Iman-Eini, Hossein
    • Journal of Power Electronics
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    • 제13권6호
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    • pp.1042-1050
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    • 2013
  • This paper presents a study of maximum power point tracking (MPPT) for photovoltaic arrays with only one current sensor. Initially, a review of MPPT methods with only a current sensor is performed with extension for a variety of dc/dc converters. Furthermore, the same topology is developed to achieve better performance in the presence of sensor offset and environmental noise. The proposed method is robust, cost effective, and behaves well dynamically and in the steady state. After a theoretical analysis of presented approach, its validity and effectiveness are verified by simulation and experimental results.

An Improved Incremental Conductance MPPT Method for the Photovoltaic Generation

  • Wellawatta, Thusitha;Choi, Sung-Jin
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2016년도 전력전자학술대회 논문집
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    • pp.185-186
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    • 2016
  • Maximum power point tracking (MPPT) techniques play a big role in improving the efficiency of photovoltaic (PV) system. Among various schemes, the incremental conductance (INC) method is mostly discussed in literature because of its fast response to the rapid irradiation changes and high tracking accuracy. However, the existing INC algorithm has trade-offs between fast dynamic response and steady state stability. This study proposes a novel INC method to meet high efficiency and fast tracking performance at the same time.

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일사량 급변 시 유용한 3-Point 태양광 인버터 MPPT 알고리즘 (3-Point MPPT Algorithm under Dynamic Irradiation for Photovoltaic PCS)

  • 김동균;박관남;조상윤;이영권;유권종;송승호;최익;최주엽
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2016년도 전력전자학술대회 논문집
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    • pp.469-470
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    • 2016
  • Since efficiency of maximum power point tracking (MPPT) is important for photovoltaic systems, a number of MPPT algorithms have already been researched for other environment, however, the most of MPPT algorithms can't track maximum point in dynamic irradiation. In this paper, P&O and 3-Point MPPT which is more specialized in dynamic irradiation are compared in basis of European Efficiency Test(EN50530). The efficiency of 3-Point MPPT algorithm is proved by simulation and experiment. In result, 3-Point MPPT shows higher efficiency in dynamic irradiation and less affected by environment than P&O.

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One Switching Cycle 내에 최대전력점을 추종하는 태양광 발전의 아날로 MPPT 제어 시스템 (Analog MPPT Tracking MPP within One Switching Cycle for Photovoltaic Applications)

  • 지상근;권두일;유철희;한상규;노정욱;이효범;홍성수
    • 전력전자학회논문지
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    • 제14권2호
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    • pp.89-95
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    • 2009
  • 태양광발전시스템에서 태양전지의 최대전력점 추적(MPPT, Maximum Power Point Tracking)은 중요한 부분이다. MPPT 알고리즘은 태양전지가 주어진 일사량 및 온도에 의해 최대전력점에서 동작할 수 있도록 전압($V_{MPP}$), 전류($I_{MPP}$)를 찾는다. 기존의 P&O, IncCond 알고리즘은 듀티를 증가 혹은 감소시키기 위하여 마이크로 프로세서나 DSP를 필요로 한다. 본 논문에서는 간단하면서 빠른 아날로그 MPPT 알고리즘을 제안한다. 이 방식은 기존 방식과 비교해서 매우 빠르게 MPP를 추적할 수 있으며 구현하기 쉽다. 또한 급격히 변하는 일사량에 기존 방식보다 대처가 빠르며 높은 효율을 보여준다.

Enhanced Simulated Annealing-based Global MPPT for Different PV Systems in Mismatched Conditions

  • Wang, Feng;Zhu, Tianhua;Zhuo, Fang;Yi, Hao;Fan, Yusen
    • Journal of Power Electronics
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    • 제17권5호
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    • pp.1327-1337
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    • 2017
  • Photovoltaic (PV) systems are influenced by disproportionate impacts on energy production caused by frequent mismatch cases. The occurrence of multiple maximum power points (MPPs) adds complexity to the tracking process in various PV systems. However, current maximum-power point tracking (MPPT) techniques exhibit limited performance. This paper introduces an enhanced simulated annealing (ESA)-based GMPPT technique against multiple MPP issues in P-V curve with different PV system structures. The proposed technique not only distinguishes global and local MPPs but also performs rapid convergence speed and high tracking accuracy of irradiance changing and restart capability detection. Moreover, the proposed global maximum power tracking algorithm can be applied in the central converter of DMPPT and hybrid PV system to meet various application scenarios. Its effectiveness is verified by simulation and test results.

Improved Particle Swarm Optimization Algorithm for Adaptive Frequency-Tracking Control in Wireless Power Transfer Systems

  • Li, Yang;Liu, Liu;Zhang, Cheng;Yang, Qingxin;Li, Jianxiong;Zhang, Xian;Xue, Ming
    • Journal of Power Electronics
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    • 제18권5호
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    • pp.1470-1478
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    • 2018
  • Recently, wireless power transfer (WPT) via coupled magnetic resonances has attracted a lot of attention owing to its long operation distance and high efficiency. However, the WPT systems is over-coupling and a frequency splitting phenomenon occurs when resonators are placed closely, which leads to a decrease in the transfer power. To solve this problem, an adaptive frequency tracking control (AFTC) was used based on a closed-loop control scheme. An improved particle swarm optimization (PSO) algorithm was proposed with the AFTC to track the maximum power point in real time. In addition, simulations were carried out. Finally, a WPT system with the AFTC was demonstrated to experimentally validate the improved PSO algorithm and its tracking performance in terms of optimal frequency.