A novel theta MPPT approach based on adjustable step size for photovoltaic system applications under various atmospheric conditions

被引:8
|
作者
Chellakhi, Abdelkhalek [1 ]
El Beid, Said [2 ]
Abouelmahjoub, Younes [1 ]
机构
[1] Chouaib Doukkali Univ, Natl Sch Appl Sci El Jadida, Lab Engn Sci Energy LabSIPE, El Jadida 24000, Morocco
[2] Cadi Ayyad Univ, CISIEV Team, Marrakech 40160, Morocco
关键词
Adjustable step size; Maximum power point tracking (MPPT); MATLAB; simulink; Photovoltaic system; Partial shaded condition (PSC); Steady-state oscillations; DC; DC boost converter; SOLAR POWER-GENERATION; MAXIMUM POWER;
D O I
10.1007/s12667-022-00519-2
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
This study suggests and discusses a new maximum power point tracking (MPPT) approach based on an adjustable step size for photovoltaic system applications to extract the real MPP under various atmospheric conditions. The suggested adjustable step size Theta approach (ASSTA) is essentially based on the Theta angle (theta), which is the arctangent of the change in photovoltaic power derived by the variation in the photovoltaic voltage (arctan(dP(pv)/dV(pv))) and its derivation in relation to the change in the photovoltaic voltage (d theta/dV(pv)) with the use of a new adaptable step size (dP(pv) + dV(pv) x dI(pv)). MATLAB/Simulink (R) software is selected for the implementation of the overall photovoltaic system, and the simulation results in different scenarios indicate that the novel ASSTA guarantees a fast convergence speed to the real MPP under a rapid change in operating conditions (insolation and temperature) with a time fewer than 0.017 s. Furthermore, the ASSTA shows better accuracy in tracking the MPP in the case of sudden insolation and temperature change and tracks the real MPP with neglected fluctuation in steady-state operation. Its average tracking efficiency in all simulation scenarios can be between 99.10 and 99.81%. Additionally, in light of the comparative simulation results of the new ASSTA with other methods such as INC, P&O, variable step size INC (VSSINC), and PSO MPPT techniques under various climatic scenarios, it can be concluded that the novel ASSTA outperforms the other MPPT approaches and significantly boosts the tracking performance and reduces power loss.
引用
收藏
页码:89 / 114
页数:26
相关论文
共 50 条
  • [11] A P&O Based Variable Step Size MPPT Algorithm for Photovoltaic Applications
    Yuksek, Gokhan
    Mete, Ahmet Naci
    GAZI UNIVERSITY JOURNAL OF SCIENCE, 2023, 36 (02): : 608 - 622
  • [12] Design and comprehensive analysis of adjustable step MPPT controllers for solar PV systems under stochastic atmospheric conditions
    Ashwini, M.
    Basha, C. H. Hussaian
    Alraddadi, M.
    Alsaif, Faisal
    Irfan, Mohammed Mujahid
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [13] A Method of MPPT Control Based on Power Variable Step-size in Photovoltaic Converter System
    Xu Hui-xiang
    Li Nian-qiang
    INTERNATIONAL SEMINAR ON APPLIED PHYSICS, OPTOELECTRONICS AND PHOTONICS (APOP 2016), 2016, 61
  • [14] MPPT algorithms based modeling and control for photovoltaic system under variable climatic conditions
    Yatimi, Hanane
    Aroudam, Elhassan
    11TH INTERNATIONAL CONFERENCE INTERDISCIPLINARITY IN ENGINEERING, INTER-ENG 2017, 2018, 22 : 757 - 764
  • [15] FPGA based implementation of MPPT algorithms for photovoltaic system under partial shading conditions
    Senthilvel, A.
    Vijeyakumar, K. N.
    Vinothkumar, B.
    MICROPROCESSORS AND MICROSYSTEMS, 2020, 77
  • [16] A new MPPT-based ANN for photovoltaic system under partial shading conditions
    Bouselham, Loubna
    Hajji, Mohammed
    Hajji, Bekkay
    Bouali, Hicham
    8TH INTERNATIONAL CONFERENCE ON SUSTAINABILITY IN ENERGY AND BUILDINGS, SEB-16, 2017, 111 : 934 - 943
  • [17] Biaxial Solar Tracking System Based on the MPPT Approach Integrating ICTs for Photovoltaic Applications
    Gregor, Raul
    Takase, Yoshihiko
    Rodas, Jorge
    Carreras, Leonardo
    Gregor, Derlis
    Lopez, Andres
    INTERNATIONAL JOURNAL OF PHOTOENERGY, 2015, 2015
  • [18] Enhancing grid-connected photovoltaic system performance with novel hybrid MPPT technique in variable atmospheric conditions
    Zaghba, Layachi
    Borni, Abdelhalim
    Benbiotur, Messaouda Khennane
    Fezzani, Amor
    Alwabli, Abdullah
    Bajaj, Mohit
    Dost Mohammadi, Shir Ahmad
    Ghoneim, Sherif S. M.
    SCIENTIFIC REPORTS, 2024, 14 (01)
  • [19] Optimization of Power Extracting from Photovoltaic Systems Based on a Novel Adaptable Step INC MPPT Approach
    Chellakhi, A.
    El Beid, S.
    Abouelmahjoub, Y.
    Mchaouar, Y.
    IFAC PAPERSONLINE, 2022, 55 (12): : 508 - 513
  • [20] A novel MPPT technique to increase accuracy in photovoltaic systems under variable atmospheric conditions using Fuzzy Gain scheduling
    Chamanpira, Mohammad
    Ghahremani, Mehrdad
    Dadfar, Sajjad
    Khaksar, Mehrdad
    Rezvani, Alireza
    Wakil, Karzan
    ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2021, 43 (22) : 2960 - 2982