Optimal sizing of battery energy storage systems in off-grid micro grids using convex optimization

被引:46
|
作者
Zolfaghari, Morteza [1 ]
Ghaffarzadeh, Navid [1 ]
Ardakani, Ali Jahanbani [2 ]
机构
[1] Imam Khomeini Int Univ, Dept Elect Engn, Qazvin, Iran
[2] Iowa State Univ, Dept Elect & Comp Engn, Ames, IA USA
关键词
Operational cost; Energy storage system; Optimal size; Convex optimization; Convex relaxation; OPERATION; EMISSION; COST;
D O I
10.1016/j.est.2019.02.027
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 as an energy storage system is a key element in Microgrids (MGs). Therefore, determining the optimal size of battery energy storage systems (BESS) can reduce the operational costs of MGs. The goal of this paper is to calculate the optimal size of a BESS in an off-grid MG while minimizing the total cost using convex optimization methods. This paper proposes a new two-step cost-based method to determine the optimal size of a BESS in an MG. In the first step, in order to optimize the operation of the MG, a unit commitment (UC) problem is solved. In the next step, the optimal size of the BESS is determined using convex optimization considering several physical and operational constraints. The resulting problem is a non-convex non-linear problem. However, the problem can be transformed into a convex problem using convex relaxation methods. In the next step, the convexity and feasibility of the optimization problem is proved. The CVX toolbox package integrated with MATLAB is used to solve the problem. To assess the effects of BESS on operational and total costs of the MG, four scenarios are studied. Additionally, the results have been compared with PSO and GA algorithms and effectiveness of the proposed method has been shown.
引用
收藏
页码:44 / 56
页数:13
相关论文
共 50 条
  • [1] Optimally Sizing Battery Storage and Renewable Energy Sources on an Off-Grid Facility
    Puri, Anuj
    [J]. 2013 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PES), 2013,
  • [2] Optimal Configuration of Energy Storage in Off-grid Micro Grid with Practical Principle
    Qian, Zeyu
    Zang, Haixiang
    Guo, Mian
    Wei, Zhinong
    Sun, Guoqiang
    Wang, Wenzhuo
    He, Weiguo
    [J]. 2017 IEEE 7TH ANNUAL INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER), 2017, : 1383 - 1388
  • [3] Spider Monkey Optimization Based Optimal Sizing of Battery Energy Storage for Micro-Grid
    Jayashree, S.
    Malarvizhi, K.
    [J]. TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2023, 30 (05): : 1576 - 1584
  • [4] Optimal sizing of PV and battery-based energy storage in an off-grid nanogrid supplying batteries to a battery swapping station
    Ban, Mingfei
    Yu, Jilai
    Shahidehpour, Mohammad
    Guo, Danyang
    [J]. JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2019, 7 (02) : 309 - 320
  • [5] An economic and environmental optimization model for sizing a hybrid renewable energy and battery storage system in off-grid farms
    Garcia, Aida Merida
    Gallagher, John
    Diaz, Juan Antonio Rodriguez
    McNabola, Aonghus
    [J]. RENEWABLE ENERGY, 2024, 220
  • [6] Optimal sizing of energy storage systems for interconnected micro-grids
    Xie, Hua
    Teng, Xiaofei
    Sun, Qian
    Ma, Jianwei
    [J]. IECON 2017 - 43RD ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2017, : 2623 - 2628
  • [7] Convex Optimization of Battery Energy Storage Station in a Micro-grid
    Zhang, Ruru
    Li, Yanjie
    Lou, Yunjiang
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION (ICIA), 2013, : 1346 - 1351
  • [8] Optimal hybrid pumped hydro-battery storage scheme for off-grid renewable energy systems
    Guezgouz, Mohammed
    Jurasz, Jakub
    Bekkouche, Bennaissa
    Ma, Tao
    Javed, Muhammad Shahzad
    Kies, Alexander
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2019, 199
  • [9] The role of state-of-charge management in optimal techno-economic battery energy storage sizing for off-grid residential photovoltaic systems
    Jamroen, Chaowanan
    Vongkoon, Pokkrong
    [J]. JOURNAL OF ENERGY STORAGE, 2023, 72
  • [10] Sizing Optimization of the Battery Energy Storage System for PV Micro-grid
    Liu Ye
    Wu Xiaogang
    Du Jiuyu
    [J]. JOINT INTERNATIONAL CONFERENCE ON ENERGY, ECOLOGY AND ENVIRONMENT ICEEE 2018 AND ELECTRIC AND INTELLIGENT VEHICLES ICEIV 2018, 2018,