• Title/Summary/Keyword: 최대전력점 추종알고리즘

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Sensorless solar current measurement and MPPT control method using artificial intelligence (인공지능을 활용한 센서리스 태양광 전류 측정 및 MPPT 제어 방법)

  • Park, Yeo Chan;Kwak, Kyoung Min;Kim, Bum Jun;Park, Se Hyeon;Jung, Jae Hun;Joo, Sang Young;Hwang, Jung Ho
    • Annual Conference of KIPS
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    • 2022.11a
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    • pp.995-996
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    • 2022
  • 본 논문에서는 태양광 발전에서 전류 측정 부면의 기존 센서를 사용한 방식에서 벗어나 센서를 사용하지 않고 전류를 측정하여 최대 전력점을 제어(MPPT)하는 방식을 제안한다. 이 시스템은 인공지능을 사용하여 전류를 예측, 추산하며, 최대 전력점을 보다 정확하고, 세밀하게 계산하여 추종한다. 그렇기에 본 논문에서는 이 시스템을 구축하기 위해 구성한 알고리즘을 제안한다.

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

  • Shim, Jae-Hwe;Choi, Ju-Yeop;Choy, Ick;Lee, Sang-Cheol;Lee, Dong-Ha
    • Journal of the Korean Solar Energy Society
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    • v.32 no.spc3
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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.

A Study on the Installation Angle of the Marine Solar Power Generation System (해상용 태양광 발전 시스템의 설치 각도에 관한 연구)

  • Oh, Jin-Seok;Jang, Jae-Hee
    • Journal of Navigation and Port Research
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    • v.42 no.3
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    • pp.167-176
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    • 2018
  • A solar power generation system on single point moored offshore plant has independent power system In order to satisfy the maritime environment and account for the number of sunless days, it is important to supply stable electric power to the systems. For these reasons, solar panels are installed in multiple directions. However, a partial shading effect occurs because the amount of light incident on each panel is different. The generated power by the solar generation system installed on land is affected by the latitude, then it is installed at an angle of 30 to $45^{\circ}$. in the case of Korea. In the case of a solar power generation system installed in a mooring type of marine plant, there is a possibility that the maximum power point is outside of the controllable range due to the partial shading effect. Therefore, a power generation loss occurs. By reducing the light amount difference between both panels, the maximum power point can exist in a range where the MPPT algorithm can track the power. The purpose is so the power generation efficiency can be further increased. In this paper, simulation results show that the highest power generation efficiency is obtained at an installation angle of $20^{\circ}$.

Neural PID Based MPPT Algorithm for Photovoltaic Generator System (태양광 발전시스템을 위한 신경회로망 PID 기반 MPPT 알고리즘)

  • Park, Ji-Ho;Cho, Hyun-Cheol;Kim, Dong-Wan
    • New & Renewable Energy
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    • v.8 no.3
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    • pp.14-22
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    • 2012
  • Performance of photovoltaic (PV) generator systems relies on its operating conditions. Maximum power extracted from PV generators depends strongly on solar irradiation, load impedance, and ambient temperature. A most maximum power point tracking (MPPT) algorithm is based on a perturb and observe method and an incremental conductance method. It is well known the latter is better in terms of dynamics and tracking characteristics under condition of rapidly changing solar irradiation. However, in case of digital implementation, the latter has some error for determining a maximum power point. This paper presents a PID based MPPT algorithm for such PV systems. We use neural network technique for determining PID parameters by online learning approach. And we construct a boost converter to regulate the output voltage from PV generator system. Computer simulation is carried out to evaluate the proposed MPPT method and we accomplish comparative study with a perturb and observe based MPPT method to prove its superiority.

Variable Step Size Maximum Power Point Tracking Control based on Fuzzy Logic for a Small Wind Power System (소형풍력발전시스템을 위한 퍼지로직 기반의 듀티비 변화량 가변 MPPT 제어)

  • Choi, Dae-Keun;Lee, Kyo-Beum
    • Proceedings of the KIPE Conference
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    • 2011.11a
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    • pp.263-264
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    • 2011
  • 본 논문은 풍력발전시스템의 MPPT 제어 시 정상상태에서의 안정성 향상을 위하여 퍼지로직 기반의 듀티비 변화량 가변 MPPT 방법을 제안한다. 일정한 듀티비 변화량으로 MPPT 제어 시 추종시간이 느려지거나 최대출력 점에서 진동하는 단점이 있다. 출력 전류량에 따라 구성된 퍼지로직 기반으로 듀티비 변화량을 가변 하여 MPPT 제어 시 정상상태 특성과 시스템 응답특성을 향상 시킬 수 있다. 3kW급 계통연계형 풍력발전시스템을 기반으로 수행된 시뮬레이션 결과를 바탕으로 제안한 알고리즘의 타당성을 검증하였다.

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A Study on Grid-Connected 3kW PV PCS with Maximum Power Point Tracking (최대전력점 추종을 통한 계통연계형 3kW 태양광 PCS연구)

  • Kang, Byung-Kwan;Kim, Seung-Tak;Park, Jung-Wook
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.511_512
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    • 2009
  • 본 논문에서는 IncCond(Incremental conductance) MPPT(Maximum Power Point Tracking) 알고리즘에 일사량을 변수로 하여 가변적인 step 사이즈를 적용함으로써 급격한 외부환경변화에 빠르게 동작하는 개선된 성능의 MPPT 제어기법을 제시하였고, 계통연계형 3kW 태양광 PCS(Power Conditioning System)의 기본적인 제어기를 설계함에 있어 제안한 MPPT 알고리즘과 연계해 빠른 동작특성을 갖는 DC/DC 부스트 컨버터의 제어기와 DC link 전압 제어기 및 인버터 제어기를 설계하였다. 이를 PSCAD/EMTDC 시뮬레이션 프로그램으로 구현하여 제안한 제어기의 성능을 확인하였다.

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A Study on Wind Speed Estimation and Maximum Power Point Tracking scheme for Wind Turbine System (풍력발전기를 위한 신경망 기반의 풍속 추정 및 MPPT 기법에 관한 연구)

  • Moon, Dae-Sun;Kim, Sung-Ho
    • Journal of the Korean Institute of Intelligent Systems
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    • v.20 no.6
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    • pp.852-857
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    • 2010
  • As the wind has become one of the fastest growing renewable energy sources, the key issue of wind energy conversion systems is on how to efficiently operate the wind turbines in a wide range of wind speeds. In general, the wind speed is the main factor that impact on the dynamics of wind turbine system. Wind turbine algorithms are thus required to improve the performance of wind speed measurements. However, the accurate measurement of the effective wind speed using wind gauge and similar sensors is difficult such that control systems are needed for wind speed estimation using various techniques. Therefore, this research suggests the Maximum Power Point Tracking (MPPT) method for tracking the wind speed based on neural networks. Design experiments were carried out in laboratory environment to validate the application of the proposed method.

Modular Line-connected Photovoltaic PCS (모듈형 계통연계 태양광 PCS)

  • Seo, Hyun-Woo;Kwon, Jung-Min;Kim, Eung-Ho;Kwon, Bong-Hwan
    • The Transactions of the Korean Institute of Power Electronics
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    • v.13 no.2
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    • pp.119-127
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    • 2008
  • In this paper, the modular line-connected photovoltaic PCS (photovoltaic power conditioning system) is proposed. A step-up DC-DC converter using a active-clamp circuit and a dual series-resonant rectifier is proposed to achieve a high efficiency and a high input-output voltage ratio efficiently. An IncCond (incremental conductance) MPPT (maximum power point tracking) algorithm that improves MPPT characteristic is used. The PV module current is estimated without using a DC current sensor. By control a inverter using a linearized output current controller, a unity power factor is achieved. All algorithms and controllers are implemented on a single-chip microcontroller and the superiority of the proposed DC-DC converter and controllers is proved by experiments.

Modular Line-connected Photovoltaic PCS (모듈형 계통연계 PV PCS)

  • Seo, Hyun-Woo;Kwon, Jung-Min;Kim, Eung-Ho;Kwon, Bong-Hwan
    • 한국신재생에너지학회:학술대회논문집
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    • 2007.11a
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    • pp.289-292
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    • 2007
  • The modular line-connected photovoltaic PCS (power conditioning system) is proposed. The proposed system consists of a step-up DC-DC converter and a full-bridge inverter. A step-up DC-DC converter using a dual series-resonant rectifier circuit and a active-clamp circuit is proposed to achieve a high efficiency and a high input-output voltage ratio efficiently. An IncCond (incremental conductance) MPPT (maximum power point tracking) algorithm that improves MPPT characteristic is used. By control a inverter using a linearized output current controller, a unity power factor is achieved. All algorithms and controllers are implemented on a single-chip microcontroller and the superiority of the proposed algorithms and controllers is proved by experiments.

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Development of 200kW Grid-Connected Photovoltaic Inverter (200kW급 태양광발전용 계통연계형 인버터의 개발)

  • Kim, Young-Roc;Ra, Byung-Hun;Moon, Joon-Sun;Son, Yong-Hoon;Shin, Young-Chan
    • Proceedings of the KIPE Conference
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    • 2007.07a
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    • pp.527-529
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    • 2007
  • 본 논문에서는 120kW급에 이어 단일용량 200kW급 태양광발전용 계통연계형 인버터의 개발에 관한 내용을 설명하고 있다. 200kW급 계통연계형 태양광발전시스템은 22.9kV의 특고압 계통전원에 연계되도록 설계되었으며, 삼상 380V를 22.9kV로 승압 연계하는 2단 절연방식을 채택하였다. 200kW급 인버터는 상용주파수 변압기 절연방식으로 3상4선식 380V 60Hz 출력을 가지고 있으며, 인버터 내부에 200kVA급 변압기와 리액터를 포함하고 있다. 최대 전력점 추종(Maximum Power Point Tracking, MPPT)제어 기법으로 P&O 알고리즘을 적용하였으며, 3상 IGBT 인버터를 DSP로 제어하였다. 본 논문에서는 200kW급 단일용량 인버터를 개발함에 있어, 계통연계 시험, 단독운전 검출 및 방지 시험, 발전량에 따른 효율과 THD 측정 등의 결과를 보이고 있다.

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