Maximum power point tracking for a photovoltaic water pumping system with sliding mode control and fuzzy wavelet network

被引：0
|
作者：
Sefriti, Bouchra. [1 ]
Dahhani, Omar. [1 ]
Boumhidi, Ismail. [1 ]
机构：
[1] Univ Sidi Mohammed ben Abdellah, Lab Elect Signals Syst & Informat, Fac Sci Dhar Mehraz, Fez Atlas, Morocco
来源：
2015 INTELLIGENT SYSTEMS AND COMPUTER VISION (ISCV) | 2015年
关键词：
Sliding mode control; fuzzy wavelet network; photovoltaic pumping system; maximum power point tracking;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents a maximum power point tracking method (MPPT) that combines fuzzy wavelet network with sliding mode control for a photovoltaic pumping system. For the best use, the photovoltaic (PV) generator must operate at its maximum power point (MPP). SMC uses a high switching gain to cover the neglected uncertainties in the system model. However, the SMC produces chattering phenomenon due to the higher needed switching gain, in the presence of large uncertainties. In order to reduce this gain, fuzzy wavelet network (FWN) technique is used in this work to predict the unknown part of the PV pumping system model, which enables the well description of the real system.
引用
收藏
页数：7
相关论文
共 50 条
  • [41] Hybrid petri network sliding mode control of wind turbine for maximum power point tracking
    Ardjal, Aghiles
    Bettayeb, Maamar
    Mansouri, Rachid
    2017 5TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING - BOUMERDES (ICEE-B), 2017,
  • [42] Sliding mode control applied to a photovoltaic water-pumping system
    Ellouze, Mahmoud
    Gamoudi, Riadh
    Mami, Abdelkader
    INTERNATIONAL JOURNAL OF THE PHYSICAL SCIENCES, 2010, 5 (04): : 334 - 344
  • [43] Control and optimisation of photovoltaic water pumping system using sliding mode
    Zarour, L.
    Abed, K.
    Hacil, M.
    Borni, A.
    BULLETIN OF THE POLISH ACADEMY OF SCIENCES-TECHNICAL SCIENCES, 2019, 67 (03) : 605 - 611
  • [44] Fuzzy Soliding Mode Control for Maximum Power Point Tracking of Wind Power Generation System
    Zhao Liang
    Han Hualing
    Chen Ning
    Zhu Lingzhi
    2012 WORLD AUTOMATION CONGRESS (WAC), 2012,
  • [45] A comparative study of maximum power point tracking methods for a photovoltaic-based water pumping system
    Kumar, Bhavnesh
    Chauhan, Yogesh K.
    Shrivastava, Vivek
    INTERNATIONAL JOURNAL OF SUSTAINABLE ENERGY, 2014, 33 (04) : 797 - 810
  • [46] Robust control for maximum power point tracking in photovoltaic power system
    Kasa, N
    Iida, T
    Majumdar, G
    PCC-OSAKA 2002: PROCEEDINGS OF THE POWER CONVERSION CONFERENCE-OSAKA 2002, VOLS I - III, 2002, : 827 - 832
  • [47] Fuzzy-based maximum power point tracking (MPPT) control system for photovoltaic power generation system
    Ullah, Kifayat
    Ishaq, Muhammad
    Tchier, Fairouz
    Ahmad, Hijaz
    Ahmad, Zubair
    RESULTS IN ENGINEERING, 2023, 20
  • [48] MAXIMUM POWER POINT TRACKING OF PHOTOVOLTAIC SYSTEM USING FEEDBACK FUZZY SYSTEM
    Chouksey, Luckey
    Saket, R. K.
    Pattanaik, P. Akash
    2014 RECENT ADVANCES AND INNOVATIONS IN ENGINEERING (ICRAIE), 2014,
  • [49] Differential Evolution algorithm based Double Integral Sliding Mode Control for Maximum Power Point Tracking of a standalone photovoltaic system
    Rizki, H.
    Boufounas, E. -m.
    El Amrani, A.
    El Amraoui, M.
    Bejjit, L.
    RENEWABLE ENERGY, 2025, 244
  • [50] FUZZY-GREY REACHING LAW SLIDING MODE CONTROL FOR PHOTOVOLTAICS MAXIMUM POWER POINT TRACKING
    Lin, Jung-Shan
    Lum, Kai-Yew
    Hung, Guo-Wei
    CONTROL AND INTELLIGENT SYSTEMS, 2014, 42 (02) : 159 - 166
12345