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
  • [31] Microgrid Control and Protection State of the Art: A Comprehensive Overview
    Hassan, Muhammad Arshad Shehzad
    Chen, Minyou
    Li, Qiang
    Mehmood, M. Ali
    Cheng, Tingli
    Li, Bo
    JOURNAL OF ELECTRICAL SYSTEMS, 2018, 14 (02) : 148 - 164
  • [32] A Comprehensive Survey on Advancement and Challenges of DC Microgrid Protection
    Binqadhi, Hamed
    Hamanah, Waleed M.
    Shafiullah, Md
    Alam, Md Shafiul
    AlMuhaini, Mohammad M.
    Abido, Mohammad A.
    SUSTAINABILITY, 2024, 16 (14)
  • [33] An Analytical Review on Measures of Microgrid Protection
    Verma, Ritu
    Gawre, Suresh K.
    Patidar, N. P.
    2022 IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, DRIVES AND ENERGY SYSTEMS, PEDES, 2022,
  • [34] A Review on Challenges and Solutions in Microgrid Protection
    Srivastava, Ankur
    Mohanty, Rabindra
    Ghazvini, M. Ali Fotouhi
    Tuan, Le Anh
    Steen, David
    Carlson, Ola
    2021 IEEE MADRID POWERTECH, 2021,
  • [35] A review on issues and approaches for microgrid protection
    Brearley, Belwin J.
    Prabu, R. Raja
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 67 : 988 - 997
  • [36] A Comprehensive Review on Integration Challenges, Optimization Techniques and Control Strategies of Hybrid AC/DC Microgrid
    Azeem, Omar
    Ali, Mujtaba
    Abbas, Ghulam
    Uzair, Muhammad
    Qahmash, Ayman
    Algarni, Abdulmohsen
    Hussain, Mohammad Rashid
    APPLIED SCIENCES-BASEL, 2021, 11 (14):
  • [37] Advancements and Challenges in Microgrid Technology: A Comprehensive Review of Control Strategies, Emerging Technologies, and Future Directions
    Dev, Ark
    Kumar, Vineet
    Khare, Gaurav
    Giri, Jayant
    Amir, Mohammad
    Ahmad, Furkan
    Jain, Prince
    Anand, Sumant
    ENERGY SCIENCE & ENGINEERING, 2025,
  • [38] Analysis of Intelligent Machine Learning Techniques for the Protection of AC Microgrid
    Singh, Mukul
    Singh, Omveer
    Ansari, M. A.
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (09) : 1482 - 1498
  • [39] Powering up microgrids: A comprehensive review of innovative and intelligent protection approaches for enhanced reliability
    Alasali, Feras
    Saad, Saad M.
    Saidi, Abdelaziz Salah
    Itradat, Awni
    Holderbaum, William
    El-Naily, Naser
    Elkuwafi, Fatima F.
    ENERGY REPORTS, 2023, 10 : 1899 - 1924
  • [40] A Review on Microgrid Protection Challenges and Approaches to Address Protection Issues
    Baba, Maveeya
    Nor, Nursyarizal Bin Mohd
    Shiekh, Muhammad Aman
    Alharthi, Yahya Z.
    Shutari, Hussein
    Majeed, Muhammad Faran
    IEEE ACCESS, 2024, 12 : 175278 - 175303