Lyapunov-based switched extremum seeking for photovoltaic power maximization

被引:59
|
作者
Moura, Scott J. [1 ]
Chang, Yiyao A. [2 ]
机构
[1] Univ Calif San Diego, La Jolla, CA 92093 USA
[2] Natl Instruments, Sci Res & Lead User Programs, Austin, TX 78759 USA
关键词
Adaptive control; Nonlinear control; Lyapunov methods; Photovoltaic systems; Renewable energy; POINT TRACKING; SYSTEMS; OPTIMIZATION; MODEL; MPPT;
D O I
10.1016/j.conengprac.2013.02.009
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a practical variation of extremum seeking (ES) that guarantees asymptotic convergence through a Lyapunov-based switching scheme (Lyap-ES). Traditional ES methods enter a limit cycle around the optimum. Lyap-ES converges to the optimum by exponentially decaying the perturbation signal once the system enters a neighborhood around the extremum. As a case study, we consider maximum power point tracking (MPPT) for photovoltaics. Simulation results demonstrate how Lyap-ES is self-optimizing in the presence of varying environmental conditions and produces greater energy conversion efficiencies than traditional MPPT methods. Experimentally measured environmental data is applied to investigate performance under realistic operating scenarios. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:971 / 980
页数:10
相关论文
共 50 条
  • [31] Fractional order extremum seeking approach for maximum power point tracking of photovoltaic panels
    Ammar Neçaibia
    Samir Ladaci
    Abdelfatah Charef
    Jean Jacques Loiseau
    Frontiers in Energy, 2015, 9 : 43 - 53
  • [32] Power Optimization for Photovoltaic Micro-Converters using Multivariable Newton-Based Extremum-Seeking
    Ghaffari, Azad
    Krstic, Miroslav
    Seshagiri, Sridhar
    2012 IEEE 51ST ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2012, : 2421 - 2426
  • [33] Sliding Mode Extremum Seeking Control Scheme Based on PSO for Maximum Power Point Tracking in Photovoltaic Systems
    Yau, Her-Terng
    Lin, Chih-Jer
    Wu, Chen-Han
    INTERNATIONAL JOURNAL OF PHOTOENERGY, 2013, 2013
  • [34] A New Discrete-in-Time Extremum Seeking Based Technique for Maximum Power Point Tracking of Photovoltaic Systems
    Ahmadi, Reza
    Zargarzadeh, Hassan
    2015 THIRTIETH ANNUAL IEEE APPLIED POWER ELECTRONICS CONFERENCE AND EXPOSITION (APEC 2015), 2015, : 1751 - 1756
  • [35] A BEAM-inspired Lyapunov-based strategy for obstacle avoidance and target-seeking
    Zourntos, Takis
    Mathai, Nebu John
    2007 AMERICAN CONTROL CONFERENCE, VOLS 1-13, 2007, : 4988 - 4995
  • [36] Maximum Power Point Tracking for Photovoltaic Systems Using Adaptive Extremum Seeking Control
    Li, Xiao
    Li, Yaoyu
    Seem, John E.
    Lei, Peng
    2011 50TH IEEE CONFERENCE ON DECISION AND CONTROL AND EUROPEAN CONTROL CONFERENCE (CDC-ECC), 2011, : 1503 - 1508
  • [37] Concerning "Maximum Power Point Tracking for Photovoltaic Optimization Using Ripple-Based Extremum Seeking Control"
    Bazzi, Ali M.
    Krein, Philip T.
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2011, 26 (06) : 1611 - 1612
  • [38] Maximum Power Point Tracking for Photovoltaic System Using Adaptive Extremum Seeking Control
    Li, Xiao
    Li, Yaoyu
    Seem, John E.
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2013, 21 (06) : 2315 - 2322
  • [39] Fractional order extremum seeking approach for maximum power point tracking of photovoltaic panels
    Ammar NEAIBIA
    Samir LADACI
    Abdelfatah CHAREF
    Jean Jacques LOISEAU
    Frontiers in Energy, 2015, 9 (01) : 43 - 53
  • [40] Aircraft Endurance Maximization at Medium Mach Numbers by Extremum Seeking
    Krieger, James P.
    Krstic, Miroslav
    JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 2013, 36 (02) : 390 - 403