Battery and supercapacitor for photovoltaic energy storage: a fuzzy logic management

被引:65
作者
Cabrane, Zineb [1 ]
Ouassaid, Mohammed [1 ]
Maaroufi, Mohamed [1 ]
机构
[1] Mohammed V Univ, Mohammadia Sch Engn EMI, Dept Elect Engn, Rabat, Morocco
关键词
fuzzy logic; photovoltaic power systems; battery storage plants; supercapacitors; load flow; photovoltaic energy storage; fuzzy logic management; supercapacitor; voltage regulation; DC bus; batteries; power demand; energy management strategy; power flows; optimal operating mode; state-of-charge; SoC; ELECTRIC VEHICLES; FUEL-CELL; SYSTEM; POWER; DESIGN; ULTRACAPACITOR; ARCHITECTURE; GENERATOR; MODEL;
D O I
10.1049/iet-rpg.2016.0455
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This study presents an approach of the voltage regulation of DC bus for the photovoltaic energy storage by using a combination of batteries and supercapacitors (SCs). The batteries are used to meet the energy requirements for a relatively long duration, whereas the SCs are used to meet the instantaneous power demand. The energy management strategy is developed to manage the power flows between the storage devices by choosing the optimal operating mode, thereby to ensuring the continuous supply of the load by maintaining the state-of-charge (SoC) of SCs (SoC(sc)) and the SoC of the batteries (SoC(bat)) at acceptable levels. This energy management strategy is performed by using the fuzzy logic supervisor. The validation results prove the effectiveness of the proposed strategy.
引用
收藏
页码:1157 / 1165
页数:9
相关论文
共 21 条
  • [1] Modeling of lead acid batteries in PV systems
    Achaibou, N.
    Haddadi, M.
    Malek, A.
    [J]. TERRAGREEN 2012: CLEAN ENERGY SOLUTIONS FOR SUSTAINABLE ENVIRONMENT (CESSE), 2012, 18 : 538 - 544
  • [2] Belhachemi F, 2000, IEEE IND APPLIC SOC, P3069, DOI 10.1109/IAS.2000.882604
  • [3] Design and Implementation of Energy Management System With Fuzzy Control for DC Microgrid Systems
    Chen, Yu-Kai
    Wu, Yung-Chun
    Song, Chau-Chung
    Chen, Yu-Syun
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 2013, 28 (04) : 1563 - 1570
  • [4] The importance of detailed data utilization on the performance evaluation of a grid-independent hybrid renewable energy system
    Erdinc, O.
    Uzunoglu, M.
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2011, 36 (20) : 12664 - 12677
  • [5] Power Control Design of a Battery Charger in a Hybrid Active PV Generator for Load-Following Applications
    Fakham, Hicham
    Lu, Di
    Francois, Bruno
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (01) : 85 - 94
  • [6] Experimental study of supercapacitor serial resistance and capacitance variations with temperature
    Gualous, H
    Bouquain, D
    Berthon, A
    Kauffmann, JM
    [J]. JOURNAL OF POWER SOURCES, 2003, 123 (01) : 86 - 93
  • [7] A statistical model to determine the capacity of battery-supercapacitor hybrid energy storage system in autonomous microgrid
    Jia, Hongjie
    Mu, Yunfei
    Qi, Yan
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 54 : 516 - 524
  • [8] Research on power sharing strategy of hybrid energy storage system in photovoltaic power station based on multi-objective optimisation
    Jiang, Wei
    Zhang, Lei
    Zhao, Hui
    Huang, Huichun
    Hu, Renjie
    [J]. IET RENEWABLE POWER GENERATION, 2016, 10 (05) : 575 - 583
  • [9] Energy Management and Operational Planning of a Microgrid With a PV-Based Active Generator for Smart Grid Applications
    Kanchev, Hristiyan
    Lu, Di
    Colas, Frederic
    Lazarov, Vladimir
    Francois, Bruno
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (10) : 4583 - 4592
  • [10] Battery, Ultracapacitor, Fuel Cell, and Hybrid Energy Storage Systems for Electric, Hybrid Electric, Fuel Cell, and Plug-In Hybrid Electric Vehicles: State of the Art
    Khaligh, Alireza
    Li, Zhihao
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2010, 59 (06) : 2806 - 2814