Chaos improved cat group algorithm and its application in photovoltaic MPPT

被引:0
|
作者
机构
[1] [1,Yuanyuan, Liu
[2] Anping, Bao
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Under the background of increasing global energy demand, the development and application of renewable energy has become the focus of most research and practice. In recent years, photovoltaic power station construction situation, the achievement is more ideal. However, it is worth noting that the P-U curve of PV array is prone to multi peak state changes due to the surrounding environment. If we rely solely on the traditional control algorithm, we cannot capture the maximum power point. The control algorithm is invalid, which affects the efficiency of photoelectric conversion. In this regard, we introduce chaos improved cat colony algorithm in photovoltaic MPPT. In this study, we will introduce chaos improved cat group algorithm briefly, and simulate it in photovoltaic MPPT. © 2018 Indian Pulp and Paper Technical Association. All Rights Reserved.
引用
收藏
相关论文
共 50 条
  • [1] Chaos Quantum-Behaved Cat Swarm Optimization Algorithm and Its Application in the PV MPPT
    Nie, Xiaohua
    Wang, Wei
    Nie, Haoyao
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2017, 2017
  • [2] Application of Improved Cat Swarm Optimization in MPPT Control of Photovoltaic Arrays
    Guo Xiu-cai
    Xu Dan
    2018 2ND INTERNATIONAL WORKSHOP ON RENEWABLE ENERGY AND DEVELOPMENT (IWRED 2018), 2018, 153
  • [3] An Improved MPPT Algorithm for Photovoltaic Inverter
    Zheng, Zhaohong
    Zhang, Tianxia
    Xue, Jiaxiang
    2016 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC), VOL. 2, 2016, : 168 - 173
  • [4] Optimize photovoltaic MPPT with improved snake algorithm
    Kong, Ling-gang
    Wang, Baoli
    Fan, Duo-jin
    Shi, Shang
    Ouyang, Xinfeng
    Xu, Mao
    ENERGY REPORTS, 2024, 11 : 5033 - 5045
  • [5] An improved photovoltaic MPPT algorithm based on differential evolution algorithm
    Liu, Yigang
    Zou, Yingquan
    Zhang, Xiaoqiang
    Ren, Guangchao
    Yan, Fei
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2020, 41 (06): : 264 - 271
  • [6] Improved Incremental conductance algorithm for MPPT in Photovoltaic System
    Hebchi, Mohamed
    Kouzou, Abdellah
    Choucha, Abdelghani
    2021 18TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD), 2021, : 1271 - 1278
  • [7] Application of Improved Harmony Search Algorithm in Photovoltaic MPPT Under Partial Shadow Conditions
    Liang, Zhichao
    Li, Mengda
    Zheng, Xubin
    Yao, Linping
    ADVANCED INTELLIGENT TECHNOLOGIES FOR INDUSTRY, 2022, 285 : 169 - 178
  • [8] Improved MPPT Algorithm for Photovoltaic Systems Based on the Earthquake Optimization Algorithm
    Mendez, Efrain
    Ortiz, Alexandro
    Ponce, Pedro
    Macias, Israel
    Balderas, David
    Molina, Arturo
    ENERGIES, 2020, 13 (12)
  • [9] Improved Quantum Evolutionary Algorithm Combined with Chaos and Its Application
    Xiao, Jianhua
    ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 3, PROCEEDINGS, 2009, 5553 : 704 - 713
  • [10] An Improved Mayfly Algorithm With Shading Detection for MPPT of Photovoltaic Systems
    Xu, Hengshan
    Zhao, Mingyang
    Xue, Fei
    Zhang, Xujun
    Sun, Leijie
    IEEE ACCESS, 2023, 11 : 110827 - 110836