Fuzzy-based Energy Management System for a MVDC PV Power Plant with Battery Stored Quasi-Z-Source Inverter

被引:1
作者
de Oliveira-Assis, Lais [1 ]
Soares-Ramos, Emanuel P. P. [2 ]
Garcia-Trivino, Pablo [1 ]
Sarrias-Mena, Raul [3 ]
Andres Garcia-Vazquez, Carlos [1 ]
Fernandez-Ramirez, Luis M. [1 ]
机构
[1] Univ Cadiz, Res Grp Sustainable & Renewable Elect Technol PAI, Dept Elect Engn, Algeciras, Spain
[2] Fed Ctr Technol Educ Minas Gerais, Dept Electroelect, Curvelo, MG, Brazil
[3] Univ Cadiz, Res Grp Sustainable & Renewable Elect Technol PAI, Dept Engn Automat Elect & Comp Architecture & Net, Algeciras, Spain
来源
2021 21ST IEEE INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING AND 2021 5TH IEEE INDUSTRIAL AND COMMERCIAL POWER SYSTEMS EUROPE (EEEIC/I&CPS EUROPE) | 2021年
关键词
Photovoltaic (PV); medium voltage direct current (MVDC); energy storage system; quasi-Z-source inverter (qZSI); fuzzy logic control; CONTROLLER;
D O I
10.1109/EEEIC/ICPSEurope51590.2021.9584829
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
Renewable energy systems based on photovoltaic (PV) power plants are usually connected to the grid through a DC-DC boost converter and a voltage source inverter. In this paper, this topology is modified by replacing this conversion system consisting of two stages for one of single stage, employing a quasi-Z-source inverter (qZSI), which allows to achieve a medium voltage direct current (MVDC) at the output of the Z source. In addition, a battery is integrated directly into the qZSI, without any additional DC/DC converter, which is used to support the intermittence of the PV generation and improve the operability of the system. The PV power plant operates at maximum power point tracking (MPPT) and the active and reactive power delivered by the PV power plant through the qZSI are controlled by a Z-Space Vector Modulation (ZSVM) technique. An energy management system (EMS) based on a fuzzy logic controller is implemented for the supervisory control of the PV plant and battery. The EMS decides to charge or discharge the battery depending on the power generated by PV power plant, the battery state-of-charge (SoC), and the grid energy price. The main advantages of the proposed system are: (i) the use of a single stage conversion; (ii) the battery connection directly to the Z source, which allows not to use an additional DC/DC converter; (iii) the application of fuzzy logic control for the EMS, while maintaining the battery within secure SoC limits and with a smooth response. The results illustrate the proper behavior of the PV power plant under different operating conditions.
引用
收藏
页数:5
相关论文
共 50 条
  • [41] Robust type 2 fuzzy logic control microgrid-connected photovoltaic system with battery energy storage through multi-functional voltage source inverter using direct power control
    Maroua, Bouziane
    Laid, Zarour
    Benbouhenni, Habib
    Fateh, Mehazzem
    Debdouche, Naamane
    Colak, Ilhami
    ENERGY REPORTS, 2024, 11 : 3117 - 3134
  • [42] Modelling and Simulation of Grid Power Management with Modified Fuzzy Logic Based MPPT Tracking with Hybrid Power Energy System
    Ray, Priyanka
    Sinha, A. K.
    2015 INTERNATIONAL CONFERENCE ON ENERGY, POWER AND ENVIRONMENT: TOWARDS SUSTAINABLE GROWTH (ICEPE), 2015,
  • [43] Fuzzy Logic Based-Perturb and Observe Control with Energy Management for Photovoltaic-Battery and Diesel Hybrid System
    Djilali, Abdelkadir Belhadj
    Yahdou, Adil
    Bounadja, Elhadj
    Benbouhenni, Habib
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2024, : 5439 - 5461
  • [44] An Optimal Fuzzy Logic-Based Energy Management Strategy for a Fuel Cell/Battery Hybrid Power Unmanned Aerial Vehicle
    Lei, Tao
    Wang, Yanbo
    Jin, Xianqiu
    Min, Zhihao
    Zhang, Xingyu
    Zhang, Xiaobin
    AEROSPACE, 2022, 9 (02)
  • [45] Fuzzy logic based power management strategy using topographic data for an electric vehicle with a battery-ultracapacitor energy storage
    Michalczuk, Marek
    Ufnalski, Bartlomiej
    Grzesiak, Lech M.
    COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 2015, 34 (01) : 173 - 188
  • [46] Cooperative Active Power Management in Multifrequency Microgrid With an Energy Storage System Based on Distance of Source to Load
    Dey, Rajdip
    Nath, Shabari
    IEEE ACCESS, 2022, 10 : 120398 - 120411
  • [47] Power Management Control Strategy Based on Artificial Neural Networks for Standalone PV Applications with a Hybrid Energy Storage System
    Faria, Joao
    Pombo, Jose
    Calado, Maria do Rosario
    Mariano, Silvio
    ENERGIES, 2019, 12 (05)
  • [48] Coordinated Active and Reactive Power Management Implementation Based on Dual-stage PLL Method for Grid-connected PV System with Battery
    Liu, Liming
    Zhou, Yan
    Li, Hui
    2010 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION, 2010, : 328 - 335
  • [49] Development of energy management system based on a power sharing strategy for a fuel cell-battery-supercapacitor hybrid tramway
    Li, Qi
    Chen, Weirong
    Liu, Zhixiang
    Li, Ming
    Ma, Lei
    JOURNAL OF POWER SOURCES, 2015, 279 : 267 - 280
  • [50] A Voltage-Zone Based Power Management Scheme With Seamless Power Transfer Between PV-Battery for OFF-Grid Stand-Alone System
    Jain, Sachin
    Dhara, Sumon
    Agarwal, Vivek
    IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2021, 57 (01) : 754 - 763