Hardware Implementation of Fuzzy Logic MPPT Controller on a FPGA Platform

被引:0
|
作者
Bouselham, L. [1 ]
Hajji, M. [1 ]
Hajji, B. [1 ]
El Mehdi, A. [1 ]
Hajji, H. [1 ]
机构
[1] ENSA UMP, BP 669, Oujda 60000, Morocco
关键词
component; FLC; Photovoltaic; VHDL; FPGA; MPPT; Co-design; Nios II Softcore;
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
In recent years, many approaches and techniques have been explored for tracking the maximum power point (MPP) of a photovoltaic system. The Fuzzy logic is one of the recommended tools used in this area due to the simplicity of its formulation coupled with its expressive power. This paper describes the hardware implementation of Fuzzy Logic MPPT Controller on a Altera reconfigurable Field-Programmable Gate Array (FPGA) using VHDL Hardware Description Language. The system is built up with major modules namely fuzzification, inference and defuzzification. Also, the FLC HW/SW Co-design approach using the Nios II embedded soft-core is discussed in this work. The hardware part of the system is implemented using SOPC builder tool in conjunction with Quartus II software, whereas the software part is developed by C/C++ language using the Nios II IDE software provided by Altera. The simulation results obtained with ModelSim and Matlab/Simulink shows a satisfactory performance with a good agreement between the results of the FLC HW/SW implementation on FPGA, Altera DE2-70 board. This result prove that the designed system, extract successfully, the MPP for photovoltaic system.
引用
收藏
页码:101 / 106
页数:6
相关论文
共 50 条
  • [1] Hardware/software approache for the FPGA implementation of a fuzzy logic controller
    Masmoudi, Mohamed Slim
    Song, Insop
    Karray, Fakhreddine
    Masmoudi, Mohamed
    Derbel, Nabil
    [J]. IEEE DTIS: 2006 INTERNATIONAL CONFERENCE ON DESIGN & TEST OF INTEGRATED SYSTEMS IN NANOSCALE TECHNOLOGY, PROCEEDINGS, 2006, : 419 - 423
  • [2] Reconfigurable generic FPGA implementation of fuzzy logic controller for MPPT of PV systems
    Youssef, Ayman
    El Telbany, Mohammed
    Zekry, Abdelhalim
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2018, 82 : 1313 - 1319
  • [3] Implementation of a MPPT fuzzy controller for photovoltaic systems on FPGA circuit
    Chekired, F.
    Larbes, C.
    Rekioua, D.
    Haddad, F.
    [J]. IMPACT OF INTEGRATED CLEAN ENERGY ON THE FUTURE OF THE MEDITERRANEAN ENVIRONMENT, 2011, 6 : 541 - 549
  • [4] Implementation of a fuzzy logic controller on an FPGA using VHDL
    Singh, S
    Rattan, KS
    [J]. NAFIPS'2003: 22ND INTERNATIONAL CONFERENCE OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS PROCEEDINGS, 2003, : 110 - 115
  • [5] Implementation of a fuzzy logic controller on an FPGA for a DC motor
    Singh, S
    Rattan, KS
    [J]. PROCEEDINGS: ELECTRICAL INSULATION CONFERENCE AND ELECTRICAL MANUFACTURING & COIL WINDING TECHNOLOGY CONFERENCE, 2003, : 387 - 394
  • [6] Design and Implementation of Online Fuzzy Logic Controller on FPGA
    Maji, Pallab
    Jammu, Bhaskara Rao
    Patra, Sarat Kumar
    Mahapatra, Kamalakanta
    [J]. 2014 ANNUAL IEEE INDIA CONFERENCE (INDICON), 2014,
  • [7] An implementation of fuzzy logic controller on the reconfigurable FPGA system
    Kim, D
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2000, 47 (03) : 703 - 715
  • [8] IMPLEMENTATION OF A FUZZY LOGIC SYSTEM ON A FPGA FOR A SERVO CONTROLLER
    Tellez, Arturo, V
    Villa V, Luis A.
    Molina L, Heron
    Camacho N, Oscar
    [J]. IJCCI 2009: PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON COMPUTATIONAL INTELLIGENCE, 2009, : 89 - 93
  • [9] FPGA-based implementation of a fuzzy controller (MPPT) for photovoltaic module
    Messai, A.
    Mellit, A.
    Pavan, A. Massi
    Guessoum, A.
    Mekki, H.
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2011, 52 (07) : 2695 - 2704
  • [10] FPGA Implementation of a Robust MPPT of a Photovoltaic System Using a Fuzzy Logic Controller Based on Incremental and Conductance Algorithm
    Allani, Mohamed Yassine
    Mezghani, Dhafer
    Tadeo, Fernando
    Mami, Abdelkader
    [J]. ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH, 2019, 9 (04) : 4322 - 4328