Review of optimal methods and algorithms for sizing energy storage systems to achieve decarbonization in microgrid applications

被引:149
作者
Hannan, M. A. [1 ]
Faisal, M. [1 ]
Ker, Pin Jern [1 ]
Begum, R. A. [2 ,3 ]
Dong, Z. Y. [4 ]
Zhang, C. [4 ]
机构
[1] Univ Tenaga Nas, Coll Engn, Dept Elect Power Engn, Kajang 43000, Malaysia
[2] Univ Kebangsaan Malaysia, Inst Climate Change, Bangi 43600, Selangor, Malaysia
[3] Kumamoto Univ, Ctr Water Cycle Marine Environm & Disaster Manage, Kumamoto 8608555, Japan
[4] Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW, Australia
关键词
Optimization algorithm; Method; Sizing; Energy storage system; Microgrid; Decarbonization; ACTIVE DISTRIBUTION NETWORKS; DISTRIBUTED BATTERY STORAGE; RENEWABLE ENERGY; WIND-POWER; ELECTRICAL ENERGY; OPTIMAL PLACEMENT; OPTIMAL ALLOCATION; HIGH PENETRATION; SOLAR POWER; FORECAST UNCERTAINTIES;
D O I
10.1016/j.rser.2020.110022
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Carbon emission from the burning of fossil fuel has resulted in global warming. Climate change and global warming are among the most complex issues requiring immediate solutions. Microgrid (MG) based on renewable energy sources (RESs) can be used to reduce the carbon intensity of electricity and achieve the global decarbonization goal by 2050. Optimizing the size of the energy storage system (ESS) can ensure the sustainable, resilient, and economic operation of the MG. Thus, key features of the optimal ESS, including methods and algorithms of ESS sizing, power quality, reliability, connection mode, and public policy enforcement for low-carbon emission, must be identified. Existing literature mostly focuses on the cost-effective optimal sizing method based on capacity minimization, which overlooks other issues. This work reviews the features of optimal ESS sizing methods and algorithms, their characteristics, and the scenarios between ESS and decarbonization in MG applications to address their shortcomings. ESS characteristics on storage type, energy density, efficiency, advantages, and issues are analyzed. This review highlights details of ESS sizing to optimize storage capacity, reduce consumption, minimize storage cost, determine the optimal placement and mitigate carbon emission for decarbonization. The analyses on the understanding of decarbonization in relation to the use of ESS in MG scenarios are explained rigorously. Existing research gaps, issues, and challenges of ESS sizing for next-generation MG development are also highlighted. This review will strengthen the efforts of researchers and industrialists to develop an optimally sized ESS for future MGs that can contribute toward achieving the decarbonization goal.
引用
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页数:24
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