Development of Cuckoo Search MPPT Algorithm for Partially Shaded Solar PV SEPIC Converter

被引:37
|
作者
Basha, C. H. Hussaian [1 ]
Bansal, Viraj [1 ]
Rani, C. [1 ]
Brisilla, R. M. [1 ]
Odofin, S. [2 ]
机构
[1] VIT Univ, Sch Elect Engn, Vellore, Tamil Nadu, India
[2] Univ Derby, Sch Energy & Environm, Derby, England
来源
SOFT COMPUTING FOR PROBLEM SOLVING, SOCPROS 2018, VOL 1 | 2020年 / 1048卷
关键词
CS MPPT; Duty cycle; PV cell and; Partial shading;
D O I
10.1007/978-981-15-0035-0_59
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Photovoltaic (PV) power generation is playing a prominent role in rural power generation systems due to its low operating and maintenance cost. The output properties of solar PV mainly depend on solar irradiation, temperature, and load impedance. Hence, the operating point of solar PV oscillates. Due to the oscillatory behavior of operating point, it is difficult to transform maximum power from the source to load. To maintain the operating point constant at the maximum power point (MPP) without oscillations, a maximum power point tracking (MPPT) technique is used. Under partial shading condition, the nonlinear characteristics of PV comprise of multiple maximum power points (MPPs). As a result, discovering true MPP is difficult. The traditional and neural network MPPT methods are not suitable to track the MPP because of oscillations around MPP and impreciseness in tracking under partial shading (PS) condition. Therefore, in this article, a biological intelligence cuckoo search optimization (CSO) technique is utilized to track and extract the maximum power of the solar PV at two PS patterns. MATLAB/Simulink is used to demonstrate the CSO MPPT operation on SEPIC converter.
引用
收藏
页码:727 / 736
页数:10
相关论文
共 50 条
  • [1] A Novel MPPT Method Based on Cuckoo Search Algorithm and Golden Section Search Algorithm for Partially Shaded PV System
    Nugraha, Dimas Aji
    Lian, K. L.
    Suwarno
    CANADIAN JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING-REVUE CANADIENNE DE GENIE ELECTRIQUE ET INFORMATIQUE, 2019, 42 (03): : 173 - 182
  • [2] MPPT BASED CONTROL OF SEPIC CONVERTER USING FIREFLY ALGORITHM FOR SOLAR PV SYSTEM UNDER PARTIAL SHADED CONDITIONS
    Dhivya, P.
    Kumar, K. Ranjith
    2017 IEEE INTERNATIONAL CONFERENCE ON INNOVATIONS IN GREEN ENERGY AND HEALTHCARE TECHNOLOGIES (IGEHT), 2017,
  • [3] Soft Switching Technique in a Modified SEPIC Converter with MPPT using Cuckoo Search Algorithm
    Purushothaman, Srinivasan
    Senthamarai, Heeravathi
    Prasanna, M. Jay
    Pillai, Sreedharsh R.
    Dhanush, M.
    RECENT ADVANCES IN ELECTRICAL & ELECTRONIC ENGINEERING, 2024, 17 (09) : 896 - 907
  • [4] Grey Wolf Optimization Based MPPT Algorithm for Solar PV System with SEPIC Converter
    Atici, Koray
    Sefa, Ibrahim
    Altin, Necmi
    2019 4TH INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND THEIR APPLICATIONS (ICPEA), 2019,
  • [5] Design and Analysis of SEPIC Converter Based MPPT for Solar PV Module with CPWM
    Maglin, J. R.
    Ramesh, R.
    Vaigundamoorthi, M.
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2014, 9 (04) : 1269 - 1276
  • [6] An Improved and Fast MPPT Algorithm for PV Systems Under Partially Shaded Conditions
    Etezadinejad, Masoud
    Asaei, Behzad
    Farhangi, Shahrokh
    Anvari-Moghaddam, Amjad
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2022, 13 (02) : 732 - 742
  • [7] A MPPT Algorithm based on PSO for PV Array Under Partially Shaded Condition
    Liu, Guihua
    Zhu, Jianing
    Tao, Hailiang
    Wang, Wei
    Blaabjerg, Frede
    2019 22ND INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS 2019), 2019, : 1687 - 1691
  • [8] An improved MVO assisted global MPPT algorithm for partially shaded PV system
    Chauhan, Urvashi
    Singh, Vijander
    Kumar, Bhavnesh
    Rani, Asha
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 38 (05) : 6715 - 6726
  • [9] Simulated Annealing - MPPT in Partially Shaded PV Systems
    Chaves, E. N.
    Reis, J. H.
    Coelho, E. A. A.
    Freitas, L. C. G.
    Junior, J. B. V.
    Freitas, L. C.
    IEEE LATIN AMERICA TRANSACTIONS, 2016, 14 (01) : 235 - 241
  • [10] Global MPPT of Grid connected Solar PV Inverter under Partially Shaded Condition
    Goud, P. Chinna D.
    Gupta, Rajesh
    2016 IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, DRIVES AND ENERGY SYSTEMS (PEDES), 2016,