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
  • [1] A nonlinear Takagi-Sugeno fuzzy logic control for single machine power system
    Rim Ben Salah
    Omor Kahouli
    Hsan Hadjabdallah
    The International Journal of Advanced Manufacturing Technology, 2017, 90 : 575 - 590
  • [2] A nonlinear Takagi-Sugeno fuzzy logic control for single machine power system
    Ben Salah, Rim
    Kahouli, Omor
    Hadjabdallah, Hsan
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2017, 90 (1-4): : 575 - 590
  • [3] Takagi-Sugeno Fuzzy Systems Applied to Voltage Prediction of Photovoltaic Plants
    Rosato, Antonello
    Altilio, Rosa
    Araneo, Rodolfo
    Panella, Massimo
    2017 1ST IEEE INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING AND 2017 17TH IEEE INDUSTRIAL AND COMMERCIAL POWER SYSTEMS EUROPE (EEEIC / I&CPS EUROPE), 2017,
  • [4] Takagi-Sugeno fuzzy approach for power optimization in standalone photovoltaic systems
    Palaniswamy, Anbarasi Muthuswamy
    Srinivasan, Kanthalakshmi
    SOLAR ENERGY, 2016, 139 : 213 - 220
  • [5] Variable gain Takagi-Sugeno Fuzzy logic controllers
    Rajesh, Reghunadhan
    Kaimal, M. Ramachandra
    INFORMATICA, 2006, 17 (03) : 427 - 444
  • [6] Modified Takagi-Sugeno fuzzy logic based controllers for a static compensator in a multimachine power system
    Mohagheghi, S
    Harley, RG
    Venayagamoorthy, GK
    CONFERENCE RECORD OF THE 2004 IEEE INDUSTRY APPLICATIONS CONFERENCE, VOLS 1-4: COVERING THEORY TO PRACTICE, 2004, : 2637 - 2642
  • [7] Application of CDCARLA technique in designing Takagi-Sugeno fuzzy logic power system stabilizer (PSS)
    Kashki, M.
    Gharaveisi, A.
    Kharaman, F.
    First International Power & Energy Conference (PECon 2006), Proceedings, 2006, : 280 - 285
  • [8] Universal fuzzy system to Takagi-Sugeno fuzzy system compiler
    Frias-Martinez, E
    PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 1 & 2, 2002, : 305 - 309
  • [9] CMOS CIRCUIT DESIGN OF A TAKAGI-SUGENO FUZZY LOGIC CONTROLLER
    Shan, Weiwei
    Liang, Yan
    Jin, Dongming
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2009, 18 (04) : 841 - 856
  • [10] Design of fuzzy logic controllers for Takagi-Sugeno fuzzy model based system with guaranteed performance
    Wong, LK
    Leung, FHF
    Tam, PKS
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2002, 30 (01) : 41 - 55