A review of controllers and optimizations based scheduling operation for battery energy storage system towards decarbonization in microgrid: Challenges and future directions

被引:34
|
作者
Lipu, M. S. Hossain [1 ]
Ansari, Shaheer [2 ]
Miah, Md. Sazal [3 ]
Hasan, Kamrul [4 ]
Meraj, Sheikh T. [5 ]
Faisal, M. [6 ,8 ]
Jamal, Taskin [7 ]
Ali, Sawal H. M. [2 ]
Hussain, Aini [2 ]
Muttaqi, Kashem M. [8 ]
Hannan, M. A. [9 ]
机构
[1] Green Univ Bangladesh, Dept Elect & Elect Engn, Dhaka 1207, Bangladesh
[2] Univ Kebangsaan Malaysia, Dept Elect Elect & Syst Engn, Bangi 43600, Selangor, Malaysia
[3] Asian Inst Technol, Sch Engn & Technol, Pathum Thani 12120, Thailand
[4] Univ Teknol MARA, Coll Engn, Sch Elect Engn, Shah Alam 40450, Selangor, Malaysia
[5] Univ Teknol PETRONAS, Dept Elect & Elect Engn, Seri Iskandar 32610, Perak, Malaysia
[6] Int Islamic Univ Chittagong, Dept Elect & Elect Engn, Chattogram 4318, Bangladesh
[7] Ahsanullah Univ Sci & Technol, Dept Elect & Elect Engn, Dhaka 1208, Bangladesh
[8] Univ Wollongong, Sch Elect Comp & Telecommun Engn, Wollongong, NSW 2522, Australia
[9] Univ Tenaga Nas, Coll Engn, Dept Elect Power Engn, Kajang 43000, Selangor, Malaysia
关键词
Scheduling controller; Optimization; Battery energy storage; Charging and discharging; State of charge; Microgrid; LITHIUM-ION BATTERY; MODEL-PREDICTIVE CONTROL; LIFE-CYCLE ASSESSMENT; ADAPTIVE DROOP CONTROL; WIND POWER-GENERATION; DISTRIBUTION NETWORK; TECHNOECONOMIC OPTIMIZATION; ENVIRONMENTAL IMPACTS; PUBLIC PERCEPTIONS; ELECTRIC VEHICLES;
D O I
10.1016/j.jclepro.2022.132188
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The microgrid connected with the battery energy storage system is a promising solution to address carbon emission problems and achieve the global decarbonization goal by 2050. Proper integration of the battery energy storage system in the microgrid is essential to optimize the overall efficiency as well as manage the power efficiently and securely. However, battery energy storage system integrated microgrid exhibits several concerns, including intermittencies, poor power quality, high capital cost, and energy imbalance between supply and demand. To address these shortcomings, an improved scheduling controller and optimization of the battery energy storage system are required to ensure the resilient, sustainable, and economic operation of the microgrid. Several approaches have been employed to improve the performance of microgrids; however, the review studies on controllers and optimizations based scheduling operations in microgrid have not been explored yet. In light of this research gap, this review offers a comprehensive investigation of battery energy systems scheduling operation and their impacts on decarbonization in microgrid applications. The different types of optimization objectives and constraints of the battery energy storage system are discussed, focusing on cost, capacity, lifetime, and emission. Besides, this review provides a detailed discussion and classification of the various controller and optimization methods and algorithms concerning framework, executions, key findings, benefits, research gaps, along with existing issues and challenges. Additionally, the influences of battery energy storage system scheduling controllers in the decarbonizing microgrid are analyzed rigorously. Finally, this review delivers some significant recommendations that will assist the researchers, industrialists, and policymakers in developing an advanced optimized scheduling controller of battery energy storage system towards achieving sustainable management and decarbonization goals in a microgrid.
引用
收藏
页数:30
相关论文
共 50 条
  • [1] A review on hybrid photovoltaic-Battery energy storage system: Current status, challenges, and future directions
    Rana, Md Masud
    Uddin, Moslem
    Sarkar, Md Rasel
    Shafiullah, G. M.
    Mo, Huadong
    Atef, Mohamed
    [J]. JOURNAL OF ENERGY STORAGE, 2022, 51
  • [2] Impact Optimization Of Battery Energy Storage System In Microgrid Operation
    Donkoh, Elvis K.
    Adjei, Bernard Atta
    Otoo, Dominic
    Owusu-Ansah, Emmanuel De-Graft Johnson
    Mahama, Francois
    [J]. EUROPEAN JOURNAL OF PURE AND APPLIED MATHEMATICS, 2020, 13 (01): : 96 - 107
  • [3] Energy storage integration towards achieving grid decarbonization: A bibliometric analysis and future directions
    Reza, M. S.
    Mannan, Musfika
    Bin Wali, Safat
    Hannan, M. A.
    Jern, Ker Pin
    Rahman, S. A.
    Muttaqi, K. M.
    Mahlia, T. M. Indra
    [J]. JOURNAL OF ENERGY STORAGE, 2021, 41
  • [4] Economic Operation of Island Microgrid Based on Optimal Scheduling of Energy Storage
    Zhang, Xiaoyan
    Yu, Zhenggang
    Fu, Xiangyun
    Li, Zhe
    [J]. PROCEEDINGS OF THE 2017 5TH INTERNATIONAL CONFERENCE ON MECHATRONICS, MATERIALS, CHEMISTRY AND COMPUTER ENGINEERING (ICMMCCE 2017), 2017, 141 : 1340 - 1346
  • [5] Grey Wolf Optimizer based Battery Energy Storage System Sizing for Economic Operation of Microgrid
    Sukumar, Shivashankar
    Marsadek, Marayati
    Ramasamy, Agileswari
    Mokhlis, Hazlie
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING AND 2018 IEEE INDUSTRIAL AND COMMERCIAL POWER SYSTEMS EUROPE (EEEIC / I&CPS EUROPE), 2018,
  • [6] Protection schemes for a battery energy storage system based microgrid
    Joshua, Ann Mary
    Vittal, K. Panduranga
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2022, 204
  • [7] Q-Learning-Based Operation Strategy for Community Battery Energy Storage System (CBESS) in Microgrid System
    Bui, Van-Hai
    Hussain, Akhtar
    Kim, Hak-Man
    [J]. ENERGIES, 2019, 12 (09)
  • [8] Optimal scheduling of a renewable based microgrid considering photovoltaic system and battery energy storage under uncertainty
    Luo, Liang
    Abdulkareem, Sarkew S.
    Rezvani, Alireza
    Miveh, Mohammad Reza
    Samad, Sarminah
    Aljojo, Nahla
    Pazhoohesh, Mehdi
    [J]. JOURNAL OF ENERGY STORAGE, 2020, 28
  • [9] Energy Storage Controllers and Optimization Schemes Integration to Microgrid: An Analytical Assessment Towards Future Perspectives
    Miah, Md Sazal
    Lipu, M. S. Hossain
    Ansari, Shaheer
    Meraj, Sheikh Tanzim
    Hasan, Kamrul
    Masaoud, Ammar
    Hussain, Aini
    Mahmud, Md Sultan
    Bashar, Shikder Shafiul
    [J]. IEEE ACCESS, 2022, 10 : 52982 - 53014
  • [10] Recent Development of Grid-Connected Microgrid Scheduling Controllers for Sustainable Energy: A Bibliometric Analysis and Future Directions
    Mannan, M.
    Mansor, M.
    Reza, M. S.
    Roslan, M. F.
    Ker, Pin Jern
    Hannan, M. A.
    [J]. IEEE ACCESS, 2024, 12 : 90606 - 90628