MPPT OF PHOTOVOLTAIC SYSTEM VARIABLE ACCELERATION DISTURBANCE METHOD BASED ON GENETIC ALGORITHM

被引：3
|
作者：
Li, Shengqing [1 ]
Wu, Wenfeng [1 ]
Ma, Dinghuan [1 ]
机构：
[1] Hunan Univ Technol, Coll Elect & Informat Engn, Zhuzhou 412007, Hunan, Peoples R China
来源：
INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION | 2018年 / 33卷 / 02期
基金：
中国国家自然科学基金;
关键词：
MPPT; photovoltaic system; genetic algorithm; acceleration disturbance; INCREMENTAL CONDUCTANCE MPPT; POWER POINT TRACKING; PV SYSTEM; IMPLEMENTATION;
D O I：
10.2316/Journal.206.2018.2.206-5131
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The benefits of PV have limited its large-scale development. To improve the efficiency of photovoltaic power generation, a PV Maximum Power Point Tracking (MPPT) accelerating perturbation method based on genetic algorithm is proposed by analysing the mathematical model of PV cells and optimizing MPPT controller strategy. The difference between the variable step perturbation method and the variable accelerating perturbation method is compared, and the acceleration process of the variable accelerating perturbation method is proved by mathematical expression. To further improve the tracking accuracy and reduce the tracking time of the system, the genetic algorithm is used to establish the initial search range. Finally, the simulation model is built in Matlab/Simulink software platform, and the correctness of the method is verified by simulation.
引用
收藏
页码：179 / 185
页数：7
相关论文
共 50 条
  • [21] An improved MPPT method for photovoltaic systems based on mayfly optimization algorithm
    Mo Shixun
    Ye Qintao
    Jiang Kunping
    Mo Xiaofeng
    Shen Gengyu
    ENERGY REPORTS, 2022, 8 : 141 - 150
  • [22] MPPT Based on Incremental Conductance-Fuzzy Logic Algorithm for Photovoltaic System under Variable Climate Conditions
    Radianto, Donny
    Dousouky, Gamal M.
    Shoyama, Masahito
    2015 IEEE INTERNATIONAL TELECOMMUNICATIONS ENERGY CONFERENCE (INTELEC), 2015,
  • [23] Improved Beta parameter based MPPT method in Photovoltaic system
    Li, Xingshuo
    Wen, Huiqing
    Zhao, Chenhao
    2015 9TH INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND ECCE ASIA (ICPE-ECCE ASIA), 2015, : 1405 - 1412
  • [24] Intelligent controller based MPPT method for the Photovoltaic Power system
    Anandhakumar, G.
    Venkateshkumar, M.
    Shankar, P.
    2013 INTERNATIONAL CONFERENCE ON HUMAN COMPUTER INTERACTIONS (ICHCI), 2013,
  • [25] Optimization design for photovoltaic generation mppt based on improved adaptive genetic algorithm
    Liu, Youche
    Chen, Huaizhong
    UPB Scientific Bulletin, Series C: Electrical Engineering and Computer Science, 2019, 81 (04): : 241 - 254
  • [26] Implementation of an Efficient MPPT Algorithm for Photovoltaic System
    Khan, Sehrish
    Qazi, Rasheed Ahmed
    2019 2ND INTERNATIONAL CONFERENCE ON COMPUTING, MATHEMATICS AND ENGINEERING TECHNOLOGIES (ICOMET), 2019,
  • [27] OPTIMIZATION DESIGN FOR PHOTOVOLTAIC GENERATION MPPT BASED ON IMPROVED ADAPTIVE GENETIC ALGORITHM
    Liu, Youche
    Chen, Huaizhong
    UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2019, 81 (04): : 241 - 254
  • [28] Research on Photovoltaic System with Supper Capacitor Based on Improved MPPT Algorithm
    Wu, Lei
    Shi, Shasha
    Hui, Jing
    SOLAR ENERGY MATERIALS AND ENERGY ENGINEERING, 2014, 827 : 287 - 291
  • [29] Research on MPPT of photovoltaic system based on improved salp swarm algorithm
    Wang, Jiajian
    Mahemuti, Pazlai
    Kong, Bolong
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2022, 43 (04): : 191 - 197
  • [30] RESEARCH ON PHOTOVOLTAIC SYSTEM MPPT BASED ON TSO-MSMA ALGORITHM
    Li Y.
    Li L.
    Liu W.
    Yao B.
    Chen J.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2023, 44 (08): : 324 - 330
12345