Step-size Optimization of New Straight Line approximation-based MPPT Algorithm for Photovoltaic Systems

被引:0
|
作者
Debnath, Anjan [1 ]
Olowu, Temitayo O. [1 ]
Parvez, Imtiaz [1 ]
Sarwat, Arif [1 ]
机构
[1] Florida Int Univ, Dept Elect & Comp Engn, Miami, FL 33199 USA
基金
美国国家科学基金会;
关键词
Binary search algorithm; PVs; Batteries; State-of-charge; Optimization;
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 research paper proposes a straight-line approximation-based maximum power point tracking (MPPT) algorithm using open circuit voltage of Photovoltaic (PV) module and then employs an iterative based optimization technique for determining the optimum step-size to extract maximum energy from PV-module. The proposed algorithm is compared with the conventional P&O method in terms of maximum energy extraction at different step sizes. The results obtained show that the proposed algorithm extracts more energy at optimized step size and at other different step sizes during fast and slow varying global horizontal irradiance (GHI) parameter. The simulation results also show that the proposed method is much faster than the conventional P&O algorithm in finding the MPP for same step size. The fast-finding maximum power point (MPP) by the proposed algorithm not only allows increasing the overall system efficiency but also helps by extracting more energy from PV module especially for rapid changing weather parameters.
引用
收藏
页数:6
相关论文
共 50 条
  • [11] A Stochastic Approximation Algorithm with Step-Size Adaptation
    A. Plakhov
    P. Cruz
    Journal of Mathematical Sciences, 2004, 120 (1) : 964 - 973
  • [12] Improved MPPT Algorithm for Photovoltaic Systems Based on the Earthquake Optimization Algorithm
    Mendez, Efrain
    Ortiz, Alexandro
    Ponce, Pedro
    Macias, Israel
    Balderas, David
    Molina, Arturo
    ENERGIES, 2020, 13 (12)
  • [13] A new gradient based variable step-size LMS algorithm
    Zhang, Yonggang
    Li, Ning
    Chambers, Jonathon A.
    2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 362 - +
  • [14] A New Step-Size Control Algorithm Based on Noisy Data
    Yin, Kaili
    Zhao, Haiquan
    2018 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATIONS AND COMPUTING (ICSPCC), 2018,
  • [15] An improved adaptable step-size P&O MPPT approach for standalone photovoltaic systems with battery station
    Chellakhi, Abdelkhalek
    El Beid, Said
    Abouelmahjoub, Younes
    SIMULATION MODELLING PRACTICE AND THEORY, 2022, 121
  • [16] A NOTE ON STEP-SIZE RESTRICTIONS IN APPROXIMATION PROCEDURES FOR STRUCTURAL OPTIMIZATION
    JONSSON, O
    LARSSON, T
    COMPUTERS & STRUCTURES, 1990, 37 (03) : 259 - 263
  • [17] An improved MPPT method for photovoltaic systems based on mayfly optimization algorithm
    Mo Shixun
    Ye Qintao
    Jiang Kunping
    Mo Xiaofeng
    Shen Gengyu
    ENERGY REPORTS, 2022, 8 : 141 - 150
  • [18] A Novel MPPT Algorithm Based on Particle Swarm Optimization for Photovoltaic Systems
    Koad, Ramdan B. A.
    Zobaa, Ahmed Faheem
    El-Shahat, Adel
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2017, 8 (02) : 468 - 476
  • [19] A novel auto-tuned adaptive frequency and adaptive step-size incremental conductance MPPT algorithm for photovoltaic system
    Mishra, Jyotismita
    Das, Subhadip
    Kumar, Deepak
    Pattnaik, Monalisa
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2021, 31 (10):
  • [20] Photovoltaic Array MPPT Based on Improved Variable Step Size Incremental Conductance Algorithm
    Liu Yang
    Zhang Yunbo
    Li Shengzhu
    Zhang Hong
    2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 2347 - 2351