Adaptive P&O MPPT algorithm based wind generation system using realistic wind fluctuations

被引:31
作者
Mousa, Hossam H. H. [1 ]
Youssef, Abdel-Raheem [1 ]
Mohamed, Essam E. M. [1 ]
机构
[1] South Valley Univ, Dept Elect Engn, Qena, Egypt
关键词
Adaptive P&O; WECS; MPPT; Five-phase PMSG; Wind speed estimation; MAXIMUM-POWER-POINT; ENERGY-CONVERSION SYSTEMS; SLIDING-MODE CONTROL; TRACKING TECHNIQUE; EXTRACTION; PERTURB;
D O I
10.1016/j.ijepes.2019.04.038
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this study, an efficient and fast adaptive perturb and observe (AD-PO) maximum power point tracking (MPPT) algorithm based on the variable - speed wind energy conversion system (WECS) is proposed to eradicate drawbacks of conventional fixed step-size P&O (CPO) algorithms and to enhance the operation of variable step size P&O (VS-PO). The AD-PO divides the power-speed (P-omega) curve into modular sectors that depend on the estimated wind speed. The step-size is varied adaptively in each sector by observing the distance between the theoretical maximum power point (MPP) and operating power point. The AD-PO enhances the speed convergence with low steady-state oscillations around the MPP. The system configuration involves a 1.5 MW five phase permanent magnet synchronous generator (PMSG). A back-to-back converter (BTBC) with a dc-link capacitor is used to integrate the PMSG with the utility grid. Simulation results confirm the superiority of the AD-PO over the CPO and the VS-PO MPPT algorithms based on speed convergence and oscillation levels. The performance of the proposed control scheme is validated by real wind data (Boulder City, Colorado) using MATLAB/SIMULINK environment.
引用
收藏
页码:294 / 308
页数:15
相关论文
共 49 条
  • [1] Abdelsalam I, 2013, 2013 IEEE ECCE ASIA DOWNUNDER (ECCE ASIA), P849, DOI 10.1109/ECCE-Asia.2013.6579203
  • [2] A review of maximum power point tracking algorithms for wind energy systems
    Abdullah, M. A.
    Yatim, A. H. M.
    Tan, C. W. A.
    Saidur, R.
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2012, 16 (05) : 3220 - 3227
  • [3] A Novel Scheme for Rapid Tracking of Maximum Power Point in Wind Energy Generation Systems
    Agarwal, Vivek
    Aggarwal, Rakesh K.
    Patidar, Pravin
    Patki, Chetan
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 2010, 25 (01) : 228 - 236
  • [4] Convex probabilistic allocation of wind generation in smart distribution networks
    Akbari, Mohammad-Amin
    Aghaei, Jamshid
    Barani, Mostafa
    [J]. IET RENEWABLE POWER GENERATION, 2017, 11 (09) : 1211 - 1218
  • [5] Modified efficient perturb and observe maximum power point tracking technique for grid-tied PV system
    Ali, Ahmed I. M.
    Sayed, Mahmoud A.
    Mohamed, Essam E. M.
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2018, 99 : 192 - 202
  • [6] [Anonymous], [No title captured]
  • [7] Review and Classification of Control Systems in Grid-tied Inverters
    Athari, Hamed
    Niroomand, Mehdi
    Ataei, Mohammad
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 72 : 1167 - 1176
  • [8] An internal model control for enhanced grid-connection of direct-driven PMSG-based wind generators
    Banos, L. S.
    Barros, C. M. V.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2017, 151 : 440 - 450
  • [9] Steady-state assessments of PMSGs in wind generating units
    Bonfiglio, A.
    Delfino, F.
    Gonzalez-Longatt, F.
    Procopio, R.
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2017, 90 : 87 - 93
  • [10] Analysis of the control structure of wind energy generation systems based on a permanent magnet synchronous generator
    Carranza, O.
    Figueres, E.
    Garcera, G.
    Gonzalez-Medina, R.
    [J]. APPLIED ENERGY, 2013, 103 : 522 - 538