Takagi-Sugeno fuzzy logic applied to a photovoltaic system for power maximization

被引:0
|
作者
Cojocaru, Bogdan [1 ]
Abbes, Dhaker [1 ]
Aitouche, Abdel [2 ]
Perdigao, Marina [3 ]
Stefanoiu, Dan [4 ]
机构
[1] HEI, Lab L2EP, Lille, France
[2] HEI, CRISTAL Lab, Lille, France
[3] IT Coimbra, Inst Telecomunicacoes, Coimbra, Portugal
[4] Univ Politehn Bucuresti, Bucharest, Romania
关键词
Photovoltaic; Converter control; Fuzzy control; Non-linear control;
D O I
暂无
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 paper deals with Takagi-Sugeno fuzzy logic applied to an autonomous photovoltaic system for power maximization. It includes a DC-DC buck converter state model connected between the PV panel and the load in order to maximize the output power. The TS fuzzy MPPT controller is compared to the classical P&O and fuzzy Mandani algorithms. Results show that: thanks to its capacity to transform the non-linear system in a set of local linear sub-systems, Takagi-Sugeno approach leads to better performances.
引用
收藏
页数:7
相关论文
共 50 条
  • [21] Takagi-Sugeno Fuzzy logic based speed control of Induction Motor
    Shaukat, Neelofar
    Khan, Bilal
    Mehmood, Chaudhary Arshad
    Ali, S. M.
    PROCEEDINGS OF 14TH INTERNATIONAL CONFERENCE ON FRONTIERS OF INFORMATION TECHNOLOGY PROCEEDINGS - FIT 2016, 2016, : 280 - 285
  • [22] On Stability of Takagi-Sugeno Fuzzy Systems
    Fan, Donghong
    Song, Lixia
    2009 SECOND INTERNATIONAL SYMPOSIUM ON KNOWLEDGE ACQUISITION AND MODELING: KAM 2009, VOL 3, 2009, : 263 - +
  • [23] Fuzzy logic and Takagi-Sugeno Neural-Fuzzy to Deutsche Bank Fraud Transactions
    Nezhad, Fatemeh Shafiee
    Shahriari, Hamid Reza
    2013 7TH INTERNATIONAL CONFERENCE ON E-COMMERCE IN DEVELOPING COUNTRIES: WITH FOCUS ON E-SECURITY (ECDC), 2013,
  • [24] Takagi-Sugeno fuzzy-based incremental conductance algorithm for maximum power point tracking of a photovoltaic generating system
    Sekhar, Perumalla Chandra
    Mishra, Sukumar
    IET RENEWABLE POWER GENERATION, 2014, 8 (08) : 900 - 914
  • [25] A Takagi-Sugeno Fuzzy Model of Synchronous Generator Unit for Power System Stability Application
    Tecec, Zlatka
    Petrovic, Ivan
    Matusko, Jadranko
    AUTOMATIKA, 2010, 51 (02) : 127 - 137
  • [26] Intelligent power control of wind conversion system based on Takagi-Sugeno fuzzy model
    Abderrahim, Sahbi
    Allouche, Moez
    Chaabane, Mohamed
    INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS, 2023, 51 (05) : 2247 - 2265
  • [27] Takagi-Sugeno Fuzzy Nonlinear Control System for Optical Interferometry
    Coradini, Murilo Franco
    Felao, Luiz Henrique Vitti
    Lyra, Stephany de Souza
    Teixeira, Marcelo Carvalho Minhoto
    Kitano, Claudio
    SENSORS, 2025, 25 (06)
  • [28] A Takagi-Sugeno fuzzy system for the prediction of river stage dynamics
    Aqil, Muhammad
    Kita, Ichiro
    Yano, Akira
    Nishiyama, Soichi
    JARQ-JAPAN AGRICULTURAL RESEARCH QUARTERLY, 2006, 40 (04): : 369 - 378
  • [29] An auxiliary system discretization approach to Takagi-Sugeno fuzzy models
    Campos, Victor C. da S.
    Braga, Marcio F.
    Frezzatto, Luciano
    FUZZY SETS AND SYSTEMS, 2022, 426 : 94 - 105
  • [30] The stability analysis of abstract Takagi-Sugeno fuzzy impulsive system
    Slyn'ko, V. I.
    Denysenko, V. S.
    FUZZY SETS AND SYSTEMS, 2014, 254 : 67 - 82