Fuzzy Controller for Sun Tracking (Using Image Processing)

被引:1
|
作者
Hamouda, Ali [1 ]
Ababneh, Mutaz [1 ]
Al Zahrani, Mohamed [2 ]
Chabchoub, Abdelkader [2 ]
机构
[1] Interserve Learning & Employment Int, Al Khobar, Saudi Arabia
[2] Madinah Coll Technol, Medina, Saudi Arabia
关键词
Image processing; Photovoltaic (PV); Fuzz logic; Sun tracking;
D O I
10.1007/978-3-030-29513-4_92
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The proposed paper discusses a new technique used for sun tracking systems, image processing and feature extraction used to determine the sun position. Then a fuzzy logic controller is used to control the photovoltaic (PV) tracking angle. At maximum intensity of light, the PV cells generate maximum power. The proposed system is designed and simulated with MATLAB as a simulation software. Image processing, signal processing, fuzzy logic and Simulink tools box are used for controller design. The simulated result matches with the proposed modules. What is presented in this paper is an approach aiming at minimizing the use of fossil fuel which is a source of environmental pollution and maximizing the use of renewable energy for more efficient power production by means of intensifying the sun's radiation. This technique is a base for the development of models for sun tracking which are more sophisticated and more accurate the current techniques.
引用
收藏
页码:1258 / 1266
页数:9
相关论文
共 50 条
  • [31] FPGA-Based Design Process of a Fuzzy Logic Controller for a Dual-Axis Sun Tracking System
    Benzekri, Azzouz
    Azrar, Arab
    [J]. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2014, 39 (08) : 6109 - 6123
  • [32] Droplet movement control using fuzzy logic controller and image processing along with pin valves inside microfluidic device
    Mehmood, Faisal
    Haider, Zeeshan
    Farooq, Umar
    Yin Baoqun
    [J]. MEASUREMENT & CONTROL, 2019, 52 (9-10): : 1517 - 1531
  • [33] An image tracking system for welded seams using fuzzy logic
    Kuo, HC
    Wu, LJ
    [J]. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2002, 120 (1-3) : 169 - 185
  • [34] Adapted Fuzzy Controller for Astronomical Telescope Tracking
    Abdel-Fattah Attia
    [J]. Experimental Astronomy, 2004, 18 : 93 - 108
  • [35] A brief fuzzy controller for an intelligent tracking system
    Qu, Shaocheng
    Liu, Xiaobang
    Wang, Qinqin
    Lei, Zhiqiu
    Che, Yuewei
    [J]. INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2013, 19 (02) : 171 - 178
  • [36] Fuzzy Logic Trajectory Tracking Controller for a Tanker
    Pathan, Dur Muhammad
    Unar, Mukhtiar Ali
    Memon, Zeeshan Ali
    [J]. MEHRAN UNIVERSITY RESEARCH JOURNAL OF ENGINEERING AND TECHNOLOGY, 2012, 31 (02) : 315 - 324
  • [37] Maximum power point tracking using a variable antecedent fuzzy logic controller
    Kwan, Trevor Hocksun
    Wu, Xiaofeng
    [J]. SOLAR ENERGY, 2016, 137 : 189 - 200
  • [38] Maximum Power Point Tracking of Photovoltaic System Using Adaptive Fuzzy Controller
    Refaat, Mohamed M.
    Atia, Yousry
    Sayed, M. M.
    Fattah, Hossam A. Abdel
    [J]. 2017 INTL CONF ON ADVANCED CONTROL CIRCUITS SYSTEMS (ACCS) SYSTEMS & 2017 INTL CONF ON NEW PARADIGMS IN ELECTRONICS & INFORMATION TECHNOLOGY (PEIT), 2017, : 127 - 131
  • [39] Feedforward maximum power point tracking of PV systems using fuzzy controller
    Veerachary, M
    Senjyu, T
    Uezato, K
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2002, 38 (03) : 969 - 981
  • [40] Adapted fuzzy controller for astronomical telescope tracking
    Attia, AF
    [J]. EXPERIMENTAL ASTRONOMY, 2004, 18 (1-3) : 93 - 108