A new maximum power point tracking technique based on whale optimisation algorithm for solar photovoltaic systems

被引:5
作者
Premkumar, M. [1 ]
Kumar, C. [2 ]
Anbarasan, A. [3 ]
Sowmya, R. [4 ]
机构
[1] Dayananda Sagar Coll Engn, Dept Elect & Elect Engn, Bengaluru, India
[2] M Kumarasamy Coll Engn, Dept Elect & Elect Engn, Karur, India
[3] PVP Siddhartha Inst Technol, Dept Elect & Elect Engn, Vijayawada, India
[4] Natl Inst Technol, Dept Elect & Elect Engn, Tiruchirapalli, India
关键词
Global peak (GP); maximum peak power; partial shading; optimisation; whale optimisation (WO); PARTIAL SHADED CONDITIONS; PV SYSTEM; MPPT METHOD; MODEL;
D O I
10.1080/01430750.2021.1969270
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In order to explore the highest allowable photovoltaic energy with high performance under a change in environmental situations, photovoltaic (PV) systems have to function at maximum peak power. This study outlines an efficient algorithm for maximum power point tracking (MPPT) to obtain maximum output from the photovoltaic module during partially shaded conditions (PSC). The suggested approach is based on the whale-optimisation (WO) algorithm and, with such a fast convergence speed and low tracking efficiency, this method seeks to identify the global peak (GP). This suggested methodology minimises the computation complexity confronted by the numerous literature-discussed MPPT algorithms and helps to reduce the oscillation of power throughout a change in environmental conditions. The suggested system is modelled in Matlab/Simulink and experimented with for various test cases. The simulation result proves that the WO algorithm can trace the GP effectively with less power fluctuation.
引用
收藏
页码:5627 / 5637
页数:11
相关论文
共 27 条
  • [1] A critical evaluation on maximum power point tracking methods for partial shading in PV systems
    Ahmed, Jubaer
    Salam, Zainal
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2015, 47 : 933 - 953
  • [2] A Maximum Power Point Tracking (MPPT) for PV system using Cuckoo Search with partial shading capability
    Ahmed, Jubaer
    Salam, Zainal
    [J]. APPLIED ENERGY, 2014, 119 : 118 - 130
  • [3] Aljafari B., 2016, AM J ENG RES, V5, P123
  • [4] [Anonymous], 2012, A survey of maximum PPT techniques of PV systems
  • [5] A survey of optimization techniques for thermal-aware 3D processors
    Cao, Kun
    Zhou, Junlong
    Wei, Tongquan
    Chen, Mingsong
    Hu, Shiyan
    Li, Keqin
    [J]. JOURNAL OF SYSTEMS ARCHITECTURE, 2019, 97 : 397 - 415
  • [6] Maximum power point tracking methods for photovoltaic systems operating under partially shaded or rapidly variable insolation conditions: a review paper
    Dadje, Abdouramani
    Djongyang, Noel
    Kana, Janvier Domra
    Tchinda, Rene
    [J]. INTERNATIONAL JOURNAL OF SUSTAINABLE ENGINEERING, 2016, 9 (04) : 224 - 239
  • [7] Comparison of photovoltaic array maximum power point tracking techniques
    Esram, Trishan
    Chapman, Patrick L.
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 2007, 22 (02) : 439 - 449
  • [8] A new approach in MPPT for photovoltaic array based on Extremum Seeking Control under uniform and non-uniform irradiances
    Heydari-doostabad, Hamed
    Keypour, Reza
    Khalghani, Mohammad Reza
    Khooban, Mohammad Hassan
    [J]. SOLAR ENERGY, 2013, 94 : 28 - 36
  • [9] A Prediction Model-Guided Jaya Algorithm for the PV System Maximum Power Point Tracking
    Huang, Chao
    Wang, Long
    Yeung, Ryan Shun-Cheung
    Zhang, Zijun
    Chung, Henry Shu-Hung
    Bensoussan, Alain
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2018, 9 (01) : 45 - 55
  • [10] A comprehensive review of maximum power point tracking algorithms for photovoltaic systems
    Kamarzaman, Nur Atharah
    Tan, Chee Wei
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2014, 37 : 585 - 598