Optimal Sizing of Battery Energy Storage Systems Considering Cooperative Operation with Microgrid Components

被引:13
|
作者
Takano, Hirotaka [1 ]
Hayashi, Ryosuke [1 ]
Asano, Hiroshi [1 ,2 ]
Goda, Tadahiro [3 ]
机构
[1] Gifu Univ, Dept Elect Elect & Comp Engn, Gifu 5011193, Japan
[2] Cent Res Inst Elect Power Ind, 2-6-1 Nagasaka, Yokosuka, Kanagawa 2400196, Japan
[3] Aichi Inst Technol, Toyota 4700392, Japan
基金
日本学术振兴会;
关键词
microgrids; battery energy storage systems (BESSs); bi-level optimization; optimal sizing; optimal operation scheduling; particle swarm optimization (PSO); quadratic programming (QP); Karush-Kuhn-Tucker (KKT) approach; UNIT COMMITMENT; OPTIMIZATION; ALGORITHM; DESIGN;
D O I
10.3390/en14217442
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
Battery energy storage systems (BESSs) are key components in efficiently managing the electric power supply and demand in microgrids. However, the BESSs have issues in their investment costs and operating lifetime, and thus, the optimal sizing of the BESSs is one of the crucial requirements in design and management of the microgrids. This paper presents a problem framework and its solution method that calculates the optimal size of the BESSs in a microgrid, considering their cooperative operations with the other components. The proposed framework is formulated as a bi-level optimization problem; however, based on the Karush-Kuhn-Tucker approach, it is regarded as a type of operation scheduling problem. As a result, the techniques developed for determining the operation schedule become applicable. In this paper, a combined algorithm of binary particle swarm optimization and quadratic programming is selected as the basis of the solution method. The validity of the authors' proposal is verified through numerical simulations and discussion of their results.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Optimal operation and stochastic scheduling of renewable energy of a microgrid with optimal sizing of battery energy storage considering cost reduction
    Rawa, Muhyaddin
    Al -Turki, Yusuf
    Sedraoui, Khaled
    Dadfar, Sajjad
    Khaki, Mehrdad
    [J]. JOURNAL OF ENERGY STORAGE, 2023, 59
  • [2] Bilevel optimization model for sizing of battery energy storage systems in a microgrid considering their economical operation
    Hayashi, Ryosuke
    Takano, Hirotaka
    Nyabuto, Welma Mogiti
    Asano, Hiroshi
    Tuyen Nguyen-Duc
    [J]. ENERGY REPORTS, 2023, 9 : 728 - 737
  • [3] Bilevel optimization model for sizing of battery energy storage systems in a microgrid considering their economical operation
    Hayashi, Ryosuke
    Takano, Hirotaka
    Nyabuto, Welma Mogiti
    Asano, Hiroshi
    Nguyen-Duc, Tuyen
    [J]. ENERGY REPORTS, 2023, 9 : 728 - 737
  • [4] Optimal Operation Strategy and Sizing of Battery Energy Storage Systems
    Yahyaie, Farhad
    Soong, Theodore
    [J]. 2012 25TH IEEE CANADIAN CONFERENCE ON ELECTRICAL & COMPUTER ENGINEERING (CCECE), 2012,
  • [5] Optimal operation and scheduling of residential energy hubs simultaneously considering optimal sizing of heat storage and battery storage systems
    Emrani-Rahaghi, Pouria
    Hashemi-Dezaki, Hamed
    Hosseini, Seyed Amir
    [J]. JOURNAL OF ENERGY STORAGE, 2021, 44
  • [6] Optimal sizing of battery energy storage in a microgrid considering capacity degradation and replacement year
    Amini, Mohammad
    Khorsandi, Amir
    Vahidi, Behrooz
    Hosseinian, Seyed Hossein
    Malakmahmoudi, Ali
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2021, 195
  • [7] Optimal sizing of battery energy storage in solar microgrid considering peak load shaving
    Guru, Neelakantha
    Nayak, Manas Ranjan
    Barisal, Ajit Kumar
    Patnaik, Samarjit
    [J]. International Journal of Ambient Energy, 2023, 44 (01) : 2362 - 2371
  • [8] Optimal Sizing of Energy Storage for Microgrid Systems Considering Energy Balance Ability Indicator
    Xie, Peng
    Cai, Zexiang
    Liu, Ping
    Li, Xiaohua
    Zhang, Yongjun
    [J]. 2018 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON), 2018, : 1390 - 1396
  • [9] OPTIMAL SIZING OF BATTERY ENERGY STORAGE SYSTEM FOR AN ISLANED MICROGRID
    Pham, M. C.
    Tran, T. Q.
    Bacha, S.
    Hably, A.
    Luu Ngoc An
    [J]. IECON 2018 - 44TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2018, : 1899 - 1903
  • [10] Optimal sizing of Battery Energy Storage System for household microgrid
    Wang, Libin
    Li, Chunhui
    Wang, Jiawei
    Zhao, Haibo
    Shen, Zeyuan
    [J]. PROCEEDINGS OF THE 2015 4TH INTERNATIONAL CONFERENCE ON COMPUTER, MECHATRONICS, CONTROL AND ELECTRONIC ENGINEERING (ICCMCEE 2015), 2015, 37 : 121 - 127