Intelligent strategies for microgrid protection: A comprehensive review

被引:1
|
作者
Peter, Nirma [1 ]
Gupta, Pankaj [1 ]
Goel, Nidhi [1 ]
机构
[1] Indira Gandhi Delhi Tech Univ Women, Dept Elect & Commun, Delhi 110006, India
关键词
Intelligent protection system; Distributed generation; Fault detection; Microgrid; Machine learning; FAULT-DETECTION; ADAPTIVE PROTECTION; COORDINATION SCHEME; NEURAL-NETWORK; OVERCURRENT PROTECTION; DISTRIBUTED GENERATION; DISTRIBUTION LINES; MULTIAGENT SYSTEM; RELAYING SCHEME; DC MICROGRIDS;
D O I
10.1016/j.apenergy.2024.124901
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 power system is increasingly integrating more and more renewable energy sources to meet rising power demand and address environmental concerns related to greenhouse gas emissions. However, these sources are in the form of local energy and are embedded into the local low-voltage distribution grid through inverters. The development of microgrids transforms the power system into a bidirectional infrastructure, enabling the distribution grid to both import and export power within the distribution grid. This affects the performance of conventional overcurrent protection, which traditionally manages unidirectional current flow. The integration of these sources presents several protection challenges, including variations in short-circuit currents under different operating conditions, limitations in conventional protection methods, and the need for effective relay coordination. These challenges led to the emergence of intelligent protection strategies capable of processing and analyzing large volumes of data, facilitating real-time decision-making and accurate fault detection. A bibliometric study analyzes research trends in intelligent protection strategies for microgrids. This study reviews various intelligent protection schemes implemented in AC, DC, and AC/DC hybrid microgrids, categorizing them based on their decision-making modules, outlining their limitations, and emphasizing potential solutions. It provides insights into the protective features, performance evaluation, and applicability of these intelligent methods across different microgrid types. Limited literature is available that specifically reviews various intelligent protection strategies for microgrids. This paper provides insights into the transformative role of intelligent technologies in microgrid protection.
引用
收藏
页数:39
相关论文
共 50 条
  • [41] Understanding Microgrid Sustainability: A Systemic and Comprehensive Review
    Boche, Antoine
    Foucher, Clement
    Villa, Luiz Fernando Lavado
    ENERGIES, 2022, 15 (08)
  • [42] Different aspects of microgrid management: A comprehensive review
    Jirdehi, Mehdi Ahmadi
    Tabar, Vahid Sohrabi
    Ghassemzadeh, Saeid
    Tohidi, Sajjad
    JOURNAL OF ENERGY STORAGE, 2020, 30
  • [43] A comprehensive review on issues, investigations, control and protection trends, technical challenges and future directions for Microgrid technology
    Choudhury, Subhashree
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2020, 30 (09)
  • [44] Optimal Planning and Operation of Microgrid: A Comprehensive Review
    Telu, Nalini
    Rao, R. Gowrisankar
    Vakula, V. S.
    2018 INTERNATIONAL CONFERENCE ON RECENT INNOVATIONS IN ELECTRICAL, ELECTRONICS & COMMUNICATION ENGINEERING (ICRIEECE 2018), 2018, : 1167 - 1174
  • [45] A Comprehensive Review on Microgrid Architectures for Distributed Generation
    Abdelgawad, Haytham
    Sood, Vijay K.
    2019 IEEE ELECTRICAL POWER AND ENERGY CONFERENCE (EPEC), 2019,
  • [46] A review of microgrid protection for addressing challenges and solutions
    Kumar, Kunal
    Kumar, Prince
    Kar, Susmita
    RENEWABLE ENERGY FOCUS, 2024, 49
  • [47] Review on Fault Protection Technologies of DC Microgrid
    Nian H.
    Kong L.
    Nian, Heng (nianheng@zju.edu.cn), 1600, Science Press (46): : 2241 - 2254
  • [48] A Review on the Proposed Solutions to Microgrid Protection Problems
    Mohamed, Nancy A.
    Salama, M. M. A.
    2016 IEEE CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2016,
  • [49] Protection techniques for DC microgrid- A review
    Chandra, Ankan
    Singh, G. K.
    Pant, Vinay
    ELECTRIC POWER SYSTEMS RESEARCH, 2020, 187
  • [50] Superimposed Sequence Components for Microgrid Protection: A Review
    Opoku, Kwasi
    Pokharel, Subash
    Dimitrovski, Aleksandar
    2022 IEEE TEXAS POWER AND ENERGY CONFERENCE (TPEC), 2021, : 196 - 201