An intelligent approach based on fuzzy logic for improving and optimizing the performance of a photovoltaic system

被引:0
|
作者
Layachi, Zaghba [1 ]
Borni, A. [1 ]
Bouchakeur, A. [1 ]
Terki, N. [2 ]
机构
[1] CDER, URAER, Unite Rech Appl Energies Renouvelables, Ghardaia 47133, Algeria
[2] Univ Biskra, Dept Elect Engn, Biskra, Algeria
关键词
MPPT PV; fuzzy controller; Buck Boost converter; photovoltaic generator;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This work presents an intelligent approach to the improvement and optimization of control performance of a PV system, the method further maximum power point tracking (MPPT) based on fuzzy logic. Our system consists of a photovoltaic panel (PV), a DC-DC buck-boost converter, considered a matching stage between the PV and the load. The strategy for the synthesis of control laws is based on modeling the behavior of the PV system, which allows us to integrate different control techniques to ensure a smooth continuation in the presence of modeling errors and external disturbances. Modeling and simulation system (photovoltaic panel, Buck-Boost DC-DC converter, the MPPT algorithm based on fuzzy logic and load) is achieved through the Matlab / Simulink software.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Fuzzy Logic Based MPPT Approach In A Grid Connected Photovoltaic System
    Roy, Rajib Baran
    Basher, Enamul
    Yasmin, Rojoba
    Rokonuzzaman, Md.
    8TH INTERNATIONAL CONFERENCE ON SOFTWARE, KNOWLEDGE, INFORMATION MANAGEMENT AND APPLICATIONS (SKIMA 2014), 2014,
  • [2] An intelligent recommendation system based on fuzzy logic
    Shi Xiaowei
    Informatics in Control, Automation and Robotics I, 2006, : 105 - 109
  • [3] Optimizing Approach to Varying Load of the Refrigeration System Based on Fuzzy Logic Control
    You, Yuwen
    Zhang, Zhigang
    Guo, Chunmei
    Zhang, Lilu
    MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 6896 - 6901
  • [4] Fuzzy logic based intelligent control for irrigation system
    Selvathi, D
    Salivahanan, S
    Indumathi, G
    Kumar, KRV
    Thamaraiselvi, S
    IETE TECHNICAL REVIEW, 2003, 20 (03): : 199 - 203
  • [5] Design of an Intelligent Irrigation System Based on Fuzzy Logic
    Cuzme-Rodriguez, Fabian
    Maya-Olalla, Edgar
    Salazar-Cardenas, Leandro
    Dominguez-Limaico, Mauricio
    Zambrano Vizuete, Marcelo
    APPLIED TECHNOLOGIES (ICAT 2019), PT II, 2020, 1194 : 386 - 399
  • [6] Optimizing Persian Text Summarization Based on Fuzzy Logic Approach
    Kiyoumarsi, Farshad
    Esfahani, Fariba Rahimi
    COMPUTER COMMUNICATION AND MANAGEMENT, 2011, 5 : 264 - 269
  • [7] An Intelligent Fault Location Approach Using Fuzzy Logic for Improving Autonomous Network
    Nie, Kuan-Yu
    Chang, Chih-Wei
    Kao, Chien-Chi
    Pei, Jung
    2021 22ND ASIA-PACIFIC NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (APNOMS), 2021, : 291 - 296
  • [8] Grid Connected Photovoltaic System using a Fuzzy Logic Control Approach
    El Hichami, Nezha
    Abbou, Ahmed
    Rhaili, Salah Eddine
    Ziouh, Abdellah
    Marhraoui, Saloua
    2018 IEEE 59TH INTERNATIONAL SCIENTIFIC CONFERENCE ON POWER AND ELECTRICAL ENGINEERING OF RIGA TECHNICAL UNIVERSITY (RTUCON), 2018,
  • [9] Optimal fuzzy logic controller based PSO for photovoltaic system
    Abdolrasol, Maher G. M.
    Ayob, Afida
    Mutlag, Ammar Hussein
    Ustun, Taha Selim
    ENERGY REPORTS, 2023, 9 : 427 - 434
  • [10] Optimal fuzzy logic controller based PSO for photovoltaic system
    Abdolrasol, Maher G. M.
    Ayob, Afida
    Mutlag, Ammar Hussein
    Ustun, Taha Selim
    ENERGY REPORTS, 2023, 9 : 427 - 434