Fuzzy Logic-Based Operation of Battery Energy Storage Systems (BESSs) for Enhancing the Resiliency of Hybrid Microgrids

被引:27
|
作者
Hussain, Akhtar [1 ]
Bui, Van-Hai [1 ]
Kim, Hak-Man [1 ]
机构
[1] Incheon Natl Univ, Dept Elect Engn, 12-1 Songdo Dong, Incheon 406840, South Korea
来源
ENERGIES | 2017年 / 10卷 / 03期
关键词
battery energy storage system (BESS); BESS operation modes; fuzzy logic; hybrid microgrid; microgrid operation; microgrid resiliency; MANAGEMENT-SYSTEM; POWER-SYSTEMS;
D O I
10.3390/en10030271
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
The resiliency of power systems can be enhanced during emergency situations by using microgrids, due to their capability to supply local loads. However, precise prediction of disturbance events is very difficult rather the occurrence probability can be expressed as, high, medium, or low, etc. Therefore, a fuzzy logic-based battery energy storage system (BESS) operation controller is proposed in this study. In addition to BESS state-of-charge and market price signals, event occurrence probability is taken as crisp input for the BESS operation controller. After assessing the membership levels of all the three inputs, BESS operation controller decides the operation mode (subservient or resilient) of BESS units. In subservient mode, BESS is fully controlled by an energy management system (EMS) while in the case of resilient mode, the EMS follows the commands of the BESS operation controller for scheduling BESS units. Therefore, the proposed hybrid microgrid model can operate in normal, resilient, and emergency modes with the respective objective functions and scheduling horizons. Due to the consideration of resilient mode, load curtailment can be reduced during emergency operation periods. Numerical simulations have demonstrated the effectiveness of the proposed strategy for enhancing the resiliency of hybrid microgrids.
引用
收藏
页数:19
相关论文
共 50 条
  • [31] Fuzzy logic-based control strategy for hourly power dispatch of grid-connected photovoltaic with hybrid energy storage
    Jusoh, Mohd Afifi
    Ibrahim, Mohd Zamri
    Daud, Muhamad Zalani
    PRZEGLAD ELEKTROTECHNICZNY, 2022, 98 (01): : 11 - 18
  • [32] Optimal Sizing of Battery Energy Storage Systems for Microgrids
    Alharbi, Hisham
    Bhattacharya, Kankar
    2014 IEEE ELECTRICAL POWER AND ENERGY CONFERENCE (EPEC), 2014, : 275 - 280
  • [33] Battery Energy Storage Systems A Financial Evaluation in Microgrids
    Zagoras, Nikitas
    Balasubramaniam, Karthikeyan
    Karagiannidis, Iordanis
    Makram, Elham B.
    2015 NORTH AMERICAN POWER SYMPOSIUM (NAPS), 2015,
  • [34] Optimal Fuzzy Logic Based Energy Management Strategy of Battery/Supercapacitor Hybrid Energy Storage System for Electric Vehicles
    Gao, Chao
    Zhao, Jian
    Wu, Jian
    Hao, Xiongbo
    PROCEEDINGS OF THE 2016 12TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2016, : 98 - 102
  • [35] A Novel Predictive Fuzzy Logic-Based Energy Management System for Grid-Connected and Off-Grid Operation of Residential Smart Microgrids
    Jafari, Mohammad
    Malekjamshidi, Zahra
    Zhu, Jianguo
    Khooban, Mohammad-Hassan
    IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2020, 8 (02) : 1391 - 1404
  • [36] Operation analysis of fuzzy logic-based relay protection devices
    Yerbolkyzy, Gulmira
    Tatkeyeva, Galina
    Uakhitova, Aigul
    ELECTRIC POWER SYSTEMS RESEARCH, 2025, 241
  • [37] Enriching the stability of solar/wind DC microgrids using battery and superconducting magnetic energy storage based fuzzy logic control
    Kotb, Kotb M.
    Elmorshedy, Mahmoud F.
    Salama, Hossam S.
    Dan, Andras
    JOURNAL OF ENERGY STORAGE, 2022, 45
  • [38] Fuzzy logic-based Energy Management System (EMS) of hybrid power sources: Battery/Super capacitor for electric scooter supply
    Boumediene, Saied
    Nasri, Abdelfatah
    Hamza, Tedjini
    Hicham, Chergui
    Kayisli, Korhan
    Garg, Harish
    JOURNAL OF ENGINEERING RESEARCH, 2024, 12 (01): : 148 - 159
  • [39] Synergistic operation between battery energy storage and photovoltaic generator systems to assist management of microgrids
    Curi Busarello, Tiago Davi
    Paredes, Helmo K. M.
    Pomilio, Jose A.
    Simoes, Marcelo G.
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2018, 12 (12) : 2944 - 2951
  • [40] Fuzzy logic energy management for a microgrid with storage battery
    Aristizabal, Andres Julian
    Hernan Ospina, Daniel
    Castaneda, Monica
    Zapata, Sebastian
    Banguero, Edison
    INTERNATIONAL JOURNAL OF AMBIENT ENERGY, 2020, 41 (10) : 1183 - 1191