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
  • [21] Power Management of a Residential Hybrid Photovoltaic Inverter with Battery Energy Storage System
    Xiong, Wei
    Zeng, Jianwu
    Wu, Liangcai
    Cheng, Hao
    2019 IEEE 10TH INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS FOR DISTRIBUTED GENERATION SYSTEMS (PEDG 2019), 2019, : 451 - 455
  • [22] Improved fuzzy logic control-based energy management strategy for hybrid power system of FC/PV/battery/SC on tourist ship
    Zhao, Zhi-Hong
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2022, 47 (16) : 9719 - 9734
  • [23] Fuzzy-based energy management of a residential electro-thermal microgrid based on power forecasting
    Arcos-Aviles, Diego
    Guinjoan, Francesc
    Pascual, Julio
    Marroyo, Luis
    Gordillo, Rodolfo
    Sanchis, Pablo
    Marietta, Martin P.
    Ibarra, Alexander
    IECON 2018 - 44TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2018, : 1824 - 1829
  • [24] Sliding fuzzy controller for energy management of residential load by multi-sources power system using wind PV and battery
    Koulali M.
    Berkani A.
    Negadi K.
    Mankour M.
    Mezouar A.
    Koulali, Mostefa (mostefa.koulali@univ-tiaret.dz), 1600, International Information and Engineering Technology Association (53): : 305 - 315
  • [25] A Reinforcement Learning based Energy Management System for a PV and Battery Connected Microgrid System
    Kosuru, Rahul
    Liu, Shichao
    Chaoui, Hicham
    PROCEEDINGS OF 2021 IEEE 30TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2021,
  • [26] Fuzzy-based optimal energy management strategy of series hybrid-electric propulsion system for UAVs
    Bai, Mingliang
    Yang, Wenjiang
    Zhang, Ruopu
    Kosuda, Marek
    Korba, Peter
    Hovanec, Michal
    JOURNAL OF ENERGY STORAGE, 2023, 68
  • [27] Energy management in a hybrid PV/wind/battery system using a type-1 fuzzy logic computer algorithm
    Faquir, Sanaa
    Yahyaouy, Ali
    Tairi, Hamid
    Sabor, Jalal
    INTERNATIONAL JOURNAL OF INTELLIGENT ENGINEERING INFORMATICS, 2016, 4 (3-4) : 229 - 244
  • [28] Z-Source-Inverter-Based Flexible Distributed Generation System Solution for Grid Power Quality Improvement
    Gajanayake, Chandana Jayampathi
    Vilathgamuwa, D. Mahinda
    Loh, Poh Chiang
    Teodorescu, Remus
    Blaabjerg, Frede
    IEEE TRANSACTIONS ON ENERGY CONVERSION, 2009, 24 (03) : 695 - 704
  • [29] Fuzzy Logic Control and Battery Energy Storage System Based Power System Secondary Frequency Regulation
    Long, Xiao
    Chen, Dongdong
    2023 7TH INTERNATIONAL CONFERENCE ON GREEN ENERGY AND APPLICATIONS, ICGEA, 2023, : 107 - 114
  • [30] Power Energy Management for a Grid-Connected PV System using Rule-Base Fuzzy Logic
    Hashmi, Nousheen
    Khan, Shoab Ahmad
    2015 THIRD INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, MODELLING AND SIMULATION (AIMS 2015), 2015, : 31 - 36