Development and analysis of adaptive fuzzy controllers for photovoltaic system under varying atmospheric and partial shading condition

被引:32
|
作者
Punitha, K. [1 ]
Devaraj, D. [1 ]
Sakthivel, S. [2 ]
机构
[1] Kalasalingam Univ, Srivilliputhur, Tamil Nadu, India
[2] PSNA Coll Engn, Dindigul, Tamil Nadu, India
关键词
Photovoltaic system; Adaptive hysteresis current controller; Adaptive fuzzy MPPT; Partial shading; FPGA; POWER POINT TRACKING; PARTIALLY SHADED CONDITIONS; PV SYSTEMS; IMPLEMENTATION; MPPT;
D O I
10.1016/j.asoc.2013.06.021
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Control of power electronics converters used in PV system is very much essential for the efficient operation of the solar system. In this paper, a modified incremental conduction maximum power point tracking (MPPT) algorithm in conjunction with an adaptive fuzzy controller is proposed to control the DC-DC boost converter in the PV system under rapidly varying atmospheric and partial shading conditions. An adaptive hysteresis current controller is proposed to control the inverter. The proposed current controller provides constant switching frequency with less harmonic content compared with fixed hysteresis current control algorithm and sinusoidal PWM controller. The modeling and simulation of PV system along with the proposed controllers are done using MATLAB/SIMSCAPE software. Simulation results show that the proposed MPPT algorithm is faster in transient state and presents smoother signal with less fluctuations in steady state. The hardware implementation of proposed MPPT algorithm and inverter current control algorithms using Xilinx spartran-3 FPGA is also presented. The experimental results show satisfactory performance of the proposed approaches. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:4320 / 4332
页数:13
相关论文
共 50 条
  • [21] Golden band search for rapid global peak detection under partial shading condition in photovoltaic system
    Ahmad, Akbar
    Khandelwal, Archit
    Samuel, Paulson
    SOLAR ENERGY, 2017, 157 : 979 - 987
  • [22] Nonlinear Control of a Photovoltaic Pumping System under Partial Shading
    Mokhlis, Mohcine
    Ferfra, Mohammed
    Chraygane, Mohammed
    PROCEEDINGS OF 2017 INTERNATIONAL RENEWABLE & SUSTAINABLE ENERGY CONFERENCE (IRSEC' 17), 2017, : 397 - 403
  • [23] Experimental Verification of Different Photovoltaic Array Configurations under Partial Shading Condition
    Jha, Vandana
    Triar, Uday Shankar
    2017 IEEE INTERNATIONAL WIE CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (IEEE WIECON-ECE 2017), 2017, : 43 - 46
  • [24] Robust Parameter Estimation for Photovoltaic Array Model under Partial Shading Condition
    Zheng, Yinyan
    Zhang, Zhengjiang
    Wu, Ping
    Hu, Guiting
    Dai, Yuxing
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2022, 17 (07) : 1016 - 1026
  • [25] Single-stage photovoltaic system design based on energy recovery and fuzzy logic control for partial shading condition
    Kandemir, Ekrem
    Cetin, Numan Sabit
    Borekci, Selim
    INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 2022, 50 (05) : 1770 - 1792
  • [26] Design and Evaluation of Fuzzy Adaptive Particle Swarm Optimization Based Maximum Power Point Tracking on Photovoltaic System Under Partial Shading Conditions
    Guo, Liping
    Abdul, Nauman Moiz Mohammed
    FRONTIERS IN ENERGY RESEARCH, 2021, 9 (09):
  • [27] A modified differential evolution based maximum power point tracker for photovoltaic system under partial shading condition
    Ramli, Makbul A. M.
    Ishaque, Kashif
    Jawaid, Faizan
    Al-Turki, Yusuf A.
    Salam, Zainal
    ENERGY AND BUILDINGS, 2015, 103 : 175 - 184
  • [28] A Deterministic Particle Swarm Optimization Maximum Power Point Tracker for Photovoltaic System Under Partial Shading Condition
    Ishaque, Kashif
    Salam, Zainal
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2013, 60 (08) : 3195 - 3206
  • [29] A simplified and fast computing photovoltaic model for string simulation under partial shading condition
    Ayop, Razman
    Tan, Chee Wei
    Mahmud, Mohd Saiful Azimi
    Nasir, S. N. Syed
    Al-Hadhrami, Tawfik
    Bukar, Abba Lawan
    SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2020, 42 (42)
  • [30] Metaheuristic based comparative MPPT methods for photovoltaic technology under partial shading condition
    Pal, Rudra Sankar
    Mukherjee, V.
    ENERGY, 2020, 212