A Comprehensive Review of Microgrid Energy Management Strategies Considering Electric Vehicles, Energy Storage Systems, and AI Techniques

被引:12
|
作者
Khan, Muhammad Raheel [1 ]
Haider, Zunaib Maqsood [1 ]
Malik, Farhan Hameed [2 ]
Almasoudi, Fahad M. [3 ]
Alatawi, Khaled Saleem S. [3 ]
Bhutta, Muhammad Shoaib [4 ]
机构
[1] Islamia Univ Bahawalpur, Dept Elect Engn, Bahawalpur 63100, Pakistan
[2] Abu Dhabi Polytech, Dept Electromech Engn, Abu Dhabi 13232, U Arab Emirates
[3] Univ Tabuk, Fac Engn, Dept Elect Engn, Tabuk 47913, Saudi Arabia
[4] Guilin Univ Aerosp Technol, Sch Automobile Engn, Guilin 541004, Peoples R China
关键词
energy storage system; demand-side management; renewable energy resources; microgrid; smart grid; optimization algorithms; electric vehicles; artificial intelligence; ARTIFICIAL-INTELLIGENCE TECHNIQUES; DEMAND RESPONSE; DISTRIBUTION FEEDER; OPERATION; UNIVERSITY; RESOURCES; ALGORITHM; WIND; HEAT;
D O I
10.3390/pr12020270
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
The relentlessly depleting fossil-fuel-based energy resources worldwide have forbidden an imminent energy crisis that could severely impact the general population. This dire situation calls for the immediate exploitation of renewable energy resources to redress the balance between power consumption and generation. This manuscript confers about energy management tactics to optimize the methods of power production and consumption. Furthermore, this paper also discusses the solutions to enhance the reliability of the electrical power system. In order to elucidate the enhanced reliability of the electrical system, microgrids consisting of different energy resources, load types, and optimization techniques are comprehensively analyzed to explore the significance of energy management systems (EMSs) and demand response strategies. Subsequently, this paper discusses the role of EMS for the proper consumption of electrical power considering the advent of electric vehicles (EVs) in the energy market. The main reason to integrate EVs is the growing hazards of climate change due to carbon emissions. Moreover, this paper sheds light on the growing importance of artificial intelligence (AI) in the technological realm and its incorporation into electrical systems with the notion of strengthening existing smart grid technologies and to handle the uncertainties in load management. This paper also delineates the different methodologies to effectively mitigate the probability of facing cyber-attacks and to make the smart grids invulnerable.
引用
收藏
页数:42
相关论文
共 50 条
  • [1] A comprehensive review on energy management strategies of hybrid energy storage systems for electric vehicles
    Kumaresan, N.
    Rammohan, A.
    [J]. JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING, 2024, 46 (03)
  • [2] A comprehensive review on energy management strategies of hybrid energy storage systems for electric vehicles
    N. Kumaresan
    A. Rammohan
    [J]. Journal of the Brazilian Society of Mechanical Sciences and Engineering, 2024, 46
  • [3] Energy management and storage systems on electric vehicles: A comprehensive review
    Rimpas, Dimitrios
    Kaminaris, Stavros D.
    Aldarraji, Izzat
    Piromalis, Dimitrios
    Vokas, Georgios
    Papageorgas, Panagiotis G.
    Tsaramirsis, Georgios
    [J]. MATERIALS TODAY-PROCEEDINGS, 2022, 61 : 813 - 819
  • [4] A comprehensive review on energy management strategies of hybrid energy storage system for electric vehicles
    Geetha, A.
    Subramani, C.
    [J]. INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2017, 41 (13) : 1817 - 1834
  • [5] A Comprehensive Review on Energy Management Strategies for Electric Vehicles Considering Degradation Using Aging Models
    Alyakhni, Ahmad
    Boulon, Loic
    Vinassa, Jean-Michel
    Briat, Olivier
    [J]. IEEE ACCESS, 2021, 9 : 143922 - 143940
  • [6] District Microgrid Management Integrated with Renewable Energy Sources, Energy Storage Systems and Electric Vehicles
    Fanti, M. P.
    Mangini, A. M.
    Roccotelli, M.
    Ukovich, W.
    [J]. IFAC PAPERSONLINE, 2017, 50 (01): : 10015 - 10020
  • [7] Microgrid Energy Management with Energy Storage Systems: A Review
    Liu, Xiong
    Zhao, Tianyang
    Deng, Hui
    Wang, Peng
    Liu, Jizhen
    Blaabjerg, Frede
    [J]. CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2023, 9 (02): : 483 - 504
  • [8] Review article: A comprehensive review of energy management strategies for hybrid electric vehicles
    Zhu, Yuzheng
    Li, Xueyuan
    Liu, Qi
    Li, Songhao
    Xu, Yao
    [J]. MECHANICAL SCIENCES, 2022, 13 (01) : 147 - 188
  • [9] Power and Energy Management Strategies for a Microgrid with the Presence of Electric Vehicles and CAES Considering the Uncertainty of Resources
    Doosti, Reza
    Rezazadeh, Alireza
    Sedighizadeh, Mostafa
    [J]. PROCESSES, 2023, 11 (04)
  • [10] Comprehensive review of energy management strategies: Considering battery energy storage system and renewable energy sources
    Onsomu, Obed N.
    Terciyanli, Erman
    Yesilata, Bulent
    [J]. ENGINEERING REPORTS, 2024,