• 제목/요약/키워드: variable step-size P&O

검색결과 8건 처리시간 0.027초

가변 스텝 사이즈를 적용한 P&O 방식 기반의 고효율 MPPT 알고리즘 연구 (A Study on High-Efficiency MPPT Algorithm Based on P&O Method with Variable Step Size)

  • 김봉석;정가준;심우식;조종민;차한주
    • 전력전자학회논문지
    • /
    • 제24권1호
    • /
    • pp.1-8
    • /
    • 2019
  • In this study, a maximum power point tracking (MPPT) algorithm based on the perturb and observe (P&O) method with variable step size is proposed to improve the dynamic response characteristic of MPPT, using the existing P&O method. The proposed algorithm, which we verified by simulation and experiment, can track the maximum power point (MPP) through duty control and consisted of three operation modes, namely, constant voltage mode, fast mode, and variable step mode. When the insolation is constant, the voltage variation of the operating point at the MPP is reduced through the step size reduction of the duty in the variable step mode. Consequently, the vibration of the operating point is reduced, and the power generation efficiency is increased. When the insolation changes, the duty and the photovoltaic (PV) voltage are kept constant through the constant voltage mode. The operating point then rapidly tracks the new MPP through the fast-mode operation at the end of the insolation change. When the MPP is reached, the operation is changed to the variable step mode to reduce the duty step size and track the MPP. The validity of the proposed algorithm is verified by simulation and experiment of a PV system composed of a PV panel and a boost converter.

Optimum solar energy harvesting system using artificial intelligence

  • Sunardi Sangsang Sasmowiyono;Abdul Fadlil;Arsyad Cahya Subrata
    • ETRI Journal
    • /
    • 제45권6호
    • /
    • pp.996-1006
    • /
    • 2023
  • Renewable energy is promoted massively to overcome problems that fossil fuel power plants generate. One popular renewable energy type that offers easy installation is a photovoltaic (PV) system. However, the energy harvested through a PV system is not optimal because influenced by exposure to solar irradiance in the PV module, which is constantly changing caused by weather. The maximum power point tracking (MPPT) technique was developed to maximize the energy potential harvested from the PV system. This paper presents the MPPT technique, which is operated on a new high-gain voltage DC/DC converter that has never been tested before for the MPPT technique in PV systems. Fuzzy logic (FL) was used to operate the MPPT technique on the converter. Conventional and adaptive perturb and observe (P&O) techniques based on variables step size were also used to operate the MPPT. The performance generated by the FL algorithm outperformed conventional and variable step-size P&O. It is evident that the oscillation caused by the FL algorithm is more petite than variables step-size and conventional P&O. Furthermore, FL's tracking speed algorithm for tracking MPP is twice as fast as conventional P&O.

가변 스텝 P&O 기반 전압제어 MPPT 알고리즘에 관한 연구 (A Novel Voltage Control MPPT Algorithm using Variable Step Size based on P&O Method)

  • 김지찬;차한주
    • 전력전자학회논문지
    • /
    • 제25권1호
    • /
    • pp.29-36
    • /
    • 2020
  • In this study, a variable step algorithm is proposed on the basis of the perturb and observe method. The proposed algorithm can follow the maximum power point (MPP) quickly when solar irradiance changes rapidly. The proposed technique uses the voltage change characteristic at the MPP when the environment changes because of insolation or temperature. The MPP is tracked through the voltage control using a variable step method. This method determines the sudden change of solar irradiance by setting the threshold value and operates in fast tracking mode to track the MPP rapidly. When the operation point reaches the MPP, the mode switches to the variable step mode to minimize the steady state error. In addition, the output disturbance is decreased through the optimization of the control method design. The performance of the proposed MPPT algorithm is verified through simulation and experiment.

독립형 태양광 발전시스템의 MPPT 제어기법 특성비교 (Comparison of MPPT Control Method Characteristic for Stand-alone PV System)

  • 이용식;김남인;정성원;김재현
    • 전기학회논문지
    • /
    • 제61권1호
    • /
    • pp.75-79
    • /
    • 2012
  • 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. This paper proposes a variable step size MPPT algorithm which can improve the MPPT speed and accuracy. Depending on insolation and temperature, the MPPT controller gives optimized step size. The effectiveness of the proposed system is verified thorough PSIM simulation and experiments on a 50[W] prototype. The experimental results confirm that the PV power of the improved P&O method is higher than that of the traditional P&O method.

일사량 급변에 대응한 P&O 기반 가변스텝 전압제어 MPPT 알고리즘 (A Novel Voltage Control MPPT Algorithm using Variable Step Size based on P&O Method Considering the Sudden Change of Solar Radiation)

  • 김지찬;차한주
    • 전력전자학회:학술대회논문집
    • /
    • 전력전자학회 2019년도 전력전자학술대회
    • /
    • pp.455-456
    • /
    • 2019
  • 본 논문은 태양광 발전시스템에서 일사량이 급변했을 때 최대 전력점(MPP: Maximum Power Point)을 빠르게 추종할 수 있는 P&O(Perturb and Observe)기반 가변 스텝 알고리즘을 제안하였다. 제안한 기법은 일사량 또는 온도에 의해 환경 변화 시 최대 전력점에서의 전압 변화 특성을 이용하며, 가변 스텝 방식이 적용된 전압제어를 통해 MPP를 추종한다. 임계값 설정으로 일사량 급변을 판단하며, MPP를 빠르게 추종하기 위한 고속 모드로 동작한다. MPP에 도달하면 가변 모드로 전환하여 정상상태 오차를 최소화 한다. PV 시뮬레이터와 태양광 전력변환시스템을 통해 제안한 MPPT 알고리즘의 성능을 검증하였다.

  • PDF

일사량 변화 시 동적응답 특성 향상을 위한 가변 스텝 사이즈 기반의 P&O 알고리즘 (P&O Algorithm based on Variable Step Size for Improvement of Dynamic Response Characteristics in Change of Insolation)

  • 심우식;조종민;차한주
    • 전력전자학회:학술대회논문집
    • /
    • 전력전자학회 2018년도 추계학술대회
    • /
    • pp.24-26
    • /
    • 2018
  • 본 논문은 일사량 변화 시, 최대 출력점을 추종하는 태양광 발전시스템의 동적 응답특성을 향상시키기 위해 가변 스텝 사이즈 기반의 P&O (perturb & observe) 알고리즘을 제안하였다. 제안된 기법은 일사량과 PV (photovoltaic) 전류 관계로부터 일사량 변화에 따른 최대 전력점 전류 $I_{MPP}$변화 특성을 이용하며, 새로운 I-V 곡선에서 PV 동작점을 최대 출력점으로 빠르게 이동시키는 고속모드와 정상상태 부근에서 정상상태 효율 향상을 위한 가변 스텝 모드로 구성된다. 시뮬레이션 및 실험을 통해 $500W/m^2$$1000W/m^2$ 일사량 증감 조건에서 제안된 MPPT(maximum power point tracking) 기법의 추종 성능을 검증하였으며, MPPT 주기가 2초이고 일사량 $500W/m^2$$1000W/m^2$ 증감을 할 때 추종시간은 약 30초 정도이며, 정상상태 PV 전압변동은 약 0.1V로써 일사량 변화 조건에서 제안된 MPPT 기법의 알고리즘 성능을 검증하였다.

  • PDF

가변 스텝 사이즈를 적용한 P&O 방식 기반의 고효율 MPPT 알고리즘 연구 (A Study on High-Efficiency MPPT Algorithm Based on P&O Method with Variable Step Size)

  • 정가준;조종민;이정섭;차한주
    • 전력전자학회:학술대회논문집
    • /
    • 전력전자학회 2018년도 전력전자학술대회
    • /
    • pp.120-122
    • /
    • 2018
  • 본 논문은 최대 전력점을 추종하는 기존 P&O 방식의 동적 응답 특성을 향상시키기 위해 가변 스텝 사이즈를 적용한 P&O 방식 기반의 MPPT 알고리즘을 제안하였으며, 시뮬레이션 및 실험을 통해 검증하였다. 제안된 알고리즘은 듀티 제어를 통해 최대 전력점을 추종하며, 2가지 동작모드로써 가변 스텝 모드와 고속모드로 구성된다. 일사량이 일정한 경우, 가변 스텝 모드에서 듀티의 스텝 사이즈 감소를 통해 최대 전력점에서 동작점의 전압변동이 작아짐에 따라 진동이 감소하여 발전 효율이 증가한다. 일사량이 변동하는 경우, MPPT 오류를 피하기 위해 듀티와 PV 전압은 일정하게 유지하며, 일사량 변화가 끝난 시점에서 고속모드 동작을 통해 빠르게 최대 전력점으로 추종한다. 최대 전력점에 도달하면 가변 스텝 모드로 변경하여 듀티 스텝 사이즈를 감소시켜 최대 전력점을 추종한다. PV 패널, 부스트 컨버터로 구성된 PV 시스템의 시뮬레이션 및 실험을 통해 제안된 알고리즘의 타당성을 검증하였다.

  • PDF

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
    • /
    • 제27권9호
    • /
    • pp.74-82
    • /
    • 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.