Super twisting sliding mode-type 2 fuzzy MPPT control of solar PV system with parameter optimization under variable irradiance conditions

被引:29
作者
Kayisli, Korhan [1 ]
机构
[1] Gazi Univ, Fac Engn, Dept Elect & Elect Engn, TR-06570 Ankara, Turkiye
关键词
MPPT; Super twisting sliding mode; Type 2 fuzzy control; Robust control; Boost converter; Parameter optimization; POWER POINT TRACKING; MODIFIED PERTURB; OBSERVE; ALGORITHM; IMPLEMENTATION; DESIGN; TOOL;
D O I
10.1016/j.asej.2022.101950
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The need for renewable energy sources is increasing while the use of non-environmentally energy sources is decreasing day by day. At this point, solar energy which is a great natural energy source comes to the fore. In this study, MPPT control is performed based on sliding mode control as a robust control method. A super-twisting sliding mode controller has been developed and type 2 fuzzy set has been adapted to the system to reduce the chattering problem. The developed MPPT control algorithm is applied to a solar PV system and tested under variable irradiance conditions. In addition, the parameters of super twisting sliding mode and type 2 fuzzy set are optimized. The efficiency of the proposed MPPT algorithm is presented with tables and graphics that contains sliding mode MPPT, super twisting sliding mode MPPT and super twisting sliding mode-type 2 fuzzy MPPT methods. The results show the MPPT efficiency of proposed system with a robust structure.(c) 2022 THE AUTHORS. Published by Elsevier BV on behalf of Faculty of Engineering, Ain Shams Uni-versity. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
引用
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页数:14
相关论文
共 68 条
  • [1] An improved perturb-and-observe based MPPT method for PV systems under varying irradiation levels
    Abde-Salam, Mazen
    El-Mohandes, Mohamed-Tharwat
    Goda, Mohamed
    [J]. SOLAR ENERGY, 2018, 171 : 547 - 561
  • [2] Abdelwahab SAM, 2020, INT J RENEW ENERGY R, V10, P155
  • [3] An improved perturb and observe (P&O) maximum power point tracking (MPPT) algorithm for higher efficiency
    Ahmed, Jubaer
    Salam, Zainal
    [J]. APPLIED ENERGY, 2015, 150 : 97 - 108
  • [4] Akpolat Z. H., 2005, Journal of Applied Sciences, V5, P887
  • [5] A practical approach to the design of robust speed controllers for machine drives
    Akpolat, ZH
    Asher, GM
    Clare, JC
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2000, 47 (02) : 315 - 324
  • [6] Variable step size perturb and observe MPPT controller by applying θ-modified krill herd algorithm-sliding mode controller under partially shaded conditions
    Ali, Ziad M.
    Quynh Nguyen Vu
    Dadfar, Sajjad
    Nakamura, Hiroki
    [J]. JOURNAL OF CLEANER PRODUCTION, 2020, 271
  • [7] General derivation and analysis for input-output relations in interval type-2 fuzzy logic systems
    Aliasghary, Mortaza
    Eksin, Ibrahim
    Guzelkaya, Mujde
    Kumbasar, Tufan
    [J]. SOFT COMPUTING, 2015, 19 (05) : 1283 - 1293
  • [8] Modified Perturb and Observe (P&O) with checking algorithm under various solar irradiation
    Alik, Rozana
    Jusoh, Awang
    [J]. SOLAR ENERGY, 2017, 148 : 128 - 139
  • [9] [Anonymous], 2012, P 15 INT C MECHATRON
  • [10] ATALLAH A M., 2014, Emerging Trends in Electrical, Electronics Instrumentation Engineering: An international Journal, V1, P31