Intelligent Control MPPT Technique for PV Module at Varying Atmospheric Conditions Using MATLAB/SIMULINK

被引:0
|
作者
Zaghba, L. [1 ]
Borni, A. [1 ]
Terki, N. [2 ]
Bouchakour, A. [1 ]
机构
[1] CDER, URAER, Ghardaia 47133, Algeria
[2] Univ Biskra, Dept Elect Engn, Biskra, Algeria
关键词
PV Module; Kyocera KC200GT; Maximum Power Point Tracking MPPT; Artificial Neuronal Networks; Fuzzy System; NEURAL-NETWORK; POINT;
D O I
暂无
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Maximum power point tracking (MPPT) must usually be integrated with photovoltaic (PV) power systems so that the photovoltaic arrays are able to deliver the maximum power available. This paper proposes two methods of maximum power point tracking using a fuzzy logic and a neural network approach for photovoltaic (PV) module Kyocera KC200GT using MATLAB software. The two maximum power point tracking controllers receive solar radiation and photovoltaic cell temperature as inputs, and estimated the maximum power point and the current and voltage corresponding to it as outputs. The new method gives a good maximum power operation of any photovoltaic array under different conditions (varying atmospheric conditions) such as changing solar radiation and PV cell temperature. From the simulation results, the Neural Network approach can deliver more power and provides a response time response from the tracking system from the point of maximum power and pics lower than the fuzzy logic control.
引用
收藏
页码:661 / 666
页数:6
相关论文
共 50 条
  • [21] MPPT Algorithm control for Grid Connected PV Module
    Zinelaabidine, Nada
    Karim, Mohammed
    Bossoufi, Badre
    Taoussi, Mohammed
    2017 3RD INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR SIGNAL AND IMAGE PROCESSING (ATSIP), 2017, : 355 - 360
  • [22] Investigation of cloudless solar radiation with PV module employing Matlab-Simulink
    Vengatesh, R. Pon
    Rajan, S. Edward
    SOLAR ENERGY, 2011, 85 (09) : 1727 - 1734
  • [23] Utilizing MATLAB and SIMULINK in Graduate Course of Intelligent Control
    MOHAMED El mahdi Ali
    AHMED Darwich
    CADDM, 2007, (02) : 91 - 94
  • [24] A Novel Approach to Wind Power Grid System with Simple MPPT Control Using MATLAB/Simulink
    Vincent, Prima
    Subathra, M. S. P.
    2014 INTERNATIONAL CONFERENCE ON GREEN COMPUTING COMMUNICATION AND ELECTRICAL ENGINEERING (ICGCCEE), 2014,
  • [25] Generalized model of photovoltaic module using matlab/Simulink
    Tsai, Huan-Liang
    International Journal of Electrical Engineering, 2010, 17 (02): : 119 - 128
  • [26] Performance analysis for Peltier module and Seebeck module using Matlab/Simulink
    Khamil, K. N.
    Sabri, M. F. M.
    Yusop, A. M.
    PROCEEDINGS OF MECHANICAL ENGINEERING RESEARCH DAY 2018 (MERD), 2018, : 158 - 160
  • [27] Modeling and Simulation of photovoltaic Module using MATLAB/SIMULINK
    Yatimi, H.
    Aroudam, E.
    Louzazni, M.
    INTERNATIONAL CONGRESS ON MATERIALS & STRUCTURAL STABILITY, 2014, 11
  • [28] Optimized TSMC Control Based MPPT for PV System under Variable Atmospheric Conditions Using PSO Algorithm
    Lamzouri, F-E
    Boufounas, E-M
    Brahmi, A.
    El Amrani, A.
    11TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT) / THE 3RD INTERNATIONAL CONFERENCE ON EMERGING DATA AND INDUSTRY 4.0 (EDI40) / AFFILIATED WORKSHOPS, 2020, 170 : 887 - 892
  • [29] Modeling of a Typical Photovoltaic Module using Matlab/Simulink
    Sarma, Nur
    Gegin, Keziban
    Simsir, Mehmet
    Tutkun, Nedim
    2018 2ND INTERNATIONAL SYMPOSIUM ON MULTIDISCIPLINARY STUDIES AND INNOVATIVE TECHNOLOGIES (ISMSIT), 2018, : 635 - +
  • [30] MATLAB/SIMULINK Simulation of PV System based on MPPT in Variable Irradiance with EV Battery as Load
    Singh, Arshdeep
    Shimi, S. L.
    2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (ICCIC), 2017, : 276 - 279