• Title/Summary/Keyword: maximum power tracking

Search Result 569, Processing Time 0.026 seconds

Humpback Whale Assisted Hybrid Maximum Power Point Tracking Algorithm for Partially Shaded Solar Photovoltaic Systems

  • Premkumar, Manoharan;Sumithira, Rameshkumar
    • Journal of Power Electronics
    • /
    • v.18 no.6
    • /
    • pp.1805-1818
    • /
    • 2018
  • This paper proposes a novel hybrid maximum power point tracking (MPPT) algorithm combining a Whale Optimization Algorithm (WOA) and the conventional Perturb & Observation (P&O) to track/extract the highest amount of power from a solar photovoltaic (SPV) system working under partial shading conditions (PSCs). The proposed hybrid algorithm is based on a WOA which predicts the initial global peak (GP) and is followed by P&O in the final stage to achieve a quicker convergence to a GP. Thus, this hybrid algorithm overcomes the computational burden encountered in a standalone WOA, grey wolf optimization (GWO) and hybrid GWO reported in the literature. The conventional algorithm searches for the maximum power point (MPP) in the predicted region by the WOA. The proposed MPPT technique is modelled and simulated using MATLAB/Simulink for simulating an environment to check its effectiveness in accurately tracking the MPP during the GP region. This hybrid algorithm is compared with a standalone WOA, GWO and hybrid GWO. From the simulating results, it is shown that the proposed algorithm offers high tracking performance and that it increases the output power level of a SPV system under partial shading. The algorithm also verified experimentally on various PSCs.

Modeling and Analysis of The Buck Converter in Photovoltaic Power Conditioning System (태양광 발전 시스템에서의 벅 컨버터 모델링과 해석)

  • Jung, Seung-Hwan;Choy, Ick;Choi, Ju-Yeop
    • The Journal of the Korea institute of electronic communication sciences
    • /
    • v.8 no.7
    • /
    • pp.1039-1048
    • /
    • 2013
  • Generally, the buck converter controller was designed to control output voltage of the converter. However, design of the controller in photovoltaic power conditioning system is different from general design. the controller in photovoltaic power conditioning system controls input voltage of the converter(output voltage of the solar cell) for MPPT(Maximum Power Point Tracking). This paper proposes novel buck converter model which can control input voltage of the converter. We integrate this model with a model of solar cell. and linearize at the operating point(MPP). In addition, we determine whether or not suitable for the general linear controller design into small and large signal analysis.

Loss Minimization of DFIG for Wind Power Generation

  • Abo-Khalil, Ahmed G.;Park, Hong-Geuk;Lee, Dong-Choon;Lee, Se-Hyun
    • Proceedings of the KIPE Conference
    • /
    • 2007.07a
    • /
    • pp.315-317
    • /
    • 2007
  • This paper proposes a loss minimization algorithm for doubly-fed induction generator (DFIG) by controlling the stator reactive power. The proposed strategy directly controls the rotor current to achieve the operating point of minimum generator loss and maximum power point tracking. The maximum power is obtained by tracking the q-axis rotor current with generator speed variation and the minimum generator loss is achieved by controlling the d-axis rotor current. Experimental results are shown to verify the validity of the proposed scheme.

  • PDF

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
    • /
    • v.10 no.4
    • /
    • pp.1389-1399
    • /
    • 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 Maximum Power Point Tracking circuit for Thermoelectric Generators using a Boost DC-DC converter (부스트 컨버터를 이용한 열전소자의 최대전력점 추적회로)

  • Park, Jung-Yong;Kim, Shi-Ho
    • Journal of the Institute of Electronics Engineers of Korea SD
    • /
    • v.48 no.10
    • /
    • pp.15-19
    • /
    • 2011
  • We have proposed a maximum power point tracking (MPPT) circuit for thermoelectric generator (TEG) using a Boost converter. The key point of the proposed MPPT circuit is that the duty ratio of the boost converter automatically moves to Maximum Power Point by comparing of consecutive sampling voltage using two comparators. From the simulation results, we showed that the proposed circuit can find the maximum power point within 2 CLK periods and to generate optimal PWM signal within 3 CLK periods. The proposed MPPT circuit was designed by using a CMOS 0.18 um process, and it is now on the fabrication.

Maximum Power Point Tracking Algorithm Development of Photovoltaic System by Fuzzy-Neuro Control (퍼지-뉴로 제어에 의한 PV 시스템의 MPPT 알고리즘 개발)

  • Jung, Chul-Ho;Ko, Jae-Sub;Choi, Jung-Sik;Kim, Do-Yeon;Jung, Byung-Jin;Park, Ki-Tae;Chung, Dong-Hwa
    • Proceedings of the KIEE Conference
    • /
    • 2008.07a
    • /
    • pp.1140-1141
    • /
    • 2008
  • The paper proposes a novel control algorithm for tracking maximum power of PV generation system. The maximum power of PV array is determinated by a insolation and temperature. Prior considered the term in PV generation system is how maximum power point is accurately tracked. The paper proposes a Fuzzy-Neuro control algorithm so as to accurately track those maximum power points. The proposed control algorithm comprises the antecedence part of fuzzy rule and clustering method, multi-layer neural network in the consequent part. Fuzzy-Neuro has the advantages which are depicted both high performance and robustness in Fuzzy control and high adaptive control in Neural Network. Specially, it can show the outstanding control performance for parameter variations appling to non-linear character of PV array. In paper, the tracking speed and the accuracy prove the validity through comparing a proposed algorithm with a conventional one.

  • PDF

PWM Switch Modelling of Boost Converter for Photovoltaic System (PWM 스윗치를 이용한 햇빛발전 시스템용 부스트 컨버터 모델링)

  • Kim, H.J.;Choi, J.Y.;Yu, G.J.;Jung, Y.S.;Choi, I.;Ahan, H.S.
    • Proceedings of the KIEE Conference
    • /
    • 2003.04a
    • /
    • pp.341-348
    • /
    • 2003
  • Photovoltaic systems normally use a maximum power point tracking (MPPT) technique ta continuously deliver the highest possible power to the load when variations in the insolation and temperature occur. A simple method of tracking the maximum power points (MPPs) and forcing the boost converter system to operate close to these points is presented through deriving small-signal model and transfer function of boost converter. This paper aims at modeling boost converter including equivalent series resistance of input reservoir capacitor by state-space-averaging method and PWM switch model with properly designed controller for maximum photovoltaic power tracking control.

  • PDF

The Improved Maximum Power Point Tracking Algorithm under varying of irradiance (일사량 변화를 고려한 개선된 MPPT 알고리즘)

  • Lee, Gwui-Han;Jung, Young-Seok;Lee, Youn-Seop;Cha, Han-Ju;KO, Suk-Whan
    • Journal of the Korean Solar Energy Society
    • /
    • v.35 no.6
    • /
    • pp.17-24
    • /
    • 2015
  • The MPPT(Maximum Power Point Tracking) techniques are employed in photovoltaic (PV) systems to maximize the PV array output power which depends on solar irradiance and temperature. The dynamic MPPT performance under varying irradiance conditions affects the impact on overall PV system performance. This paper presents the improved MPPT algorithm by the simulation comparison with other algorithms. The simulation models are made by the Matlab & Simulink. The result of simulation, the dynamic MPPT efficiency of proposed algorithm is higher than the other algorithms.

A New MPPT Scheme Based on Variable Step Size Incremental Conductance Method for PV Distributed Generation (태양광 발전시스템을 위한 새로운 가변폭 변조방식의 최대전력점 추종기법)

  • Ko, Eun-Gi;Kim, Jin-Ho;Park, Jun-Yeol;Lee, Dong-Myung
    • Proceedings of the KIPE Conference
    • /
    • 2010.07a
    • /
    • pp.565-567
    • /
    • 2010
  • This paper proposes a new Maximum Power Point Tracking (MPPT) control algorithm for PV-Cell (Photo voltaic) based on Incremental Conductance MPPT algorithm. The ICN (Incremental Conductance method) algorithm is widely used due to the high tracking accuracy and adaptability to the rapidly changing isolation condition. In this paper, a modified ICN MPPT algorithm is proposed. This method adjusts automatically the step-size of reference to track the PV-Cell maximum power point, thus it improves the maximum power point tracking speed and accuracy.

  • PDF

Boost Converter Modeling of Photovoltaic System Using PWM Switch Model (PWM 스윗치 모델을 이용한 PV용 Boost Converter Modelling)

  • Kim, H.J.;Lee, K.O.;Choi, J.Y.;Jung, Y.S.;Yu, G.J.;Kwon, J.D.
    • Proceedings of the KIEE Conference
    • /
    • 2002.11d
    • /
    • pp.286-293
    • /
    • 2002
  • Photovoltaic systems normally use a maximum power point tracking (MPPT) technique to continuously deliver the highest possible power to the load when variations in the insolation and temperature occur. A simple method of tracking the maximum power points (MPPs) and forcing the boost converter system to operate close to these Points is presented through deriving small-signal model and transfer function of boost converter. This paper aims at modeling boost converter including equivalent series resistance of input reservoir capacitor by state-space-averaging method and PWM switch model. In the future, properly designed controller for compensation will be constructed in real system for maximum photovoltaic power tracking control.

  • PDF