A Constrained Monotonic Charging/Discharging Strategy for Optimal Capacity of Battery Energy Storage Supporting Wind Farms

被引:62
|
作者
Savkin, Andrey V. [1 ]
Khalid, Muhammad [1 ,2 ]
Agelidis, Vassilios G. [1 ]
机构
[1] Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
[2] King Fahd Univ Petr & Minerals, Dept Elect Engn, Energy Syst Res Grp, Dhahran 31261, Saudi Arabia
基金
澳大利亚研究理事会;
关键词
Renewable energy; battery energy storage system; optimization; wind power; PREDICTIVE CONTROL; SYSTEMS; GENERATION; OPERATION; MARKET;
D O I
10.1109/TSTE.2016.2528222
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A novel monotonic strategy following a consistent charging/discharging direction for each individual battery connected in parallel to form a large-scale battery energy storage system (BESS) is proposed in this paper. The BESS is coordinated with a large wind farm to smooth out the intermittent nature of the farm's output fed to an electricity grid. The strategy is used to optimize the capacity of each battery reducing the system's capital cost. The strategy also prolongs the battery's lifetime and consequently minimizes the system's operating cost. It is shown that the optimal capacity of the battery decreases as their number increases. Moreover, the optimal capacity of the BESS tends to some positive limit as the number of batteries approaches infinity. A rigorous proof of the mathematical theory underlying the proposed strategy and associated optimization are given in the paper. The effectiveness of the strategy is confirmed with data analysis taken from an actual wind farm. The strategy is generic enough to be applicable to other intermittent generation sources such as solar PV farms.
引用
收藏
页码:1224 / 1231
页数:8
相关论文
共 50 条
  • [21] Battery energy storage integration in wind farms: Economic viability in the Spanish market
    Lobato, E.
    Sigrist, L.
    Ortega, A.
    Gonzalez, A.
    Fernandez, J. M.
    SUSTAINABLE ENERGY GRIDS & NETWORKS, 2022, 32
  • [22] Optimal Sizing of Battery Energy Storage for Grid-Connected and Isolated Wind-Penetrated Microgrid
    Salman, Umar T.
    Al-Ismail, Fahad Saleh
    Khalid, Muhammad
    IEEE ACCESS, 2020, 8 : 91129 - 91138
  • [23] Optimal joint strategy of wind battery storage unit for smoothing and trading of wind power
    Loukatou, Angeliki
    Howell, Sydney
    Johnson, Paul
    Duck, Peter
    3RD ANNUAL CONFERENCE IN ENERGY STORAGE AND ITS APPLICATIONS (3RD CDT-ESA-AC), 2018, 151 : 91 - 99
  • [24] Energy storage capacity optimization strategy for combined wind storage system
    Qingsheng, Li
    Zhen, Li
    Zhaofeng, Zhang
    Yibin, Tao
    Ruien, Bian
    ENERGY REPORTS, 2022, 8 : 247 - 252
  • [25] An optimal sizing method for energy storage system in wind farms based on the analysis of wind power forecast error
    Ye, R. L.
    Guo, Z. Z.
    Liu, R. Y.
    Liu, J. N.
    20TH INNOVATIVE MANUFACTURING ENGINEERING AND ENERGY CONFERENCE (IMANEE 2016), 2016, 161
  • [26] Optimal capacity configuration of the wind-photovoltaic-storage hybrid power system based on gravity energy storage system
    Hou, Hui
    Xu, Tao
    Wu, Xixiu
    Wang, Huan
    Tang, Aihong
    Chen, Yangyang
    APPLIED ENERGY, 2020, 271
  • [27] Optimal Configuration of Battery Energy Storage System in Bus Charging Station Considering Load Uncertainty
    Shi, Jinkai
    Bao, Yan
    Zhang, Chenwei
    2020 5TH ASIA CONFERENCE ON POWER AND ELECTRICAL ENGINEERING (ACPEE 2020), 2020, : 834 - 839
  • [28] Optimal Scheduling of an Integrated Photovoltaic - Battery Storage System Considering Energy Capacity Fade and Revamping Strategy
    Alic, Asja
    Zordan, Silvia
    Trovato, Vincenzo
    De Paola, Antonio
    2024 INTERNATIONAL CONFERENCE ON SMART ENERGY SYSTEMS AND TECHNOLOGIES, SEST 2024, 2024,
  • [29] Optimal Placement of Electric Vehicle Charging Stations in an Active Distribution Grid with Photovoltaic and Battery Energy Storage System Integration
    Deeum, Saksit
    Charoenchan, Tossaporn
    Janjamraj, Natin
    Romphochai, Sillawat
    Baum, Sergej
    Ohgaki, Hideagi
    Mithulananthan, Nadarajah
    Bhumkittipich, Krischonme
    ENERGIES, 2023, 16 (22)
  • [30] Optimal Installation of Battery Energy Storage with Wind Energy System in Distribution System
    Krishnan, Akshay P.
    Agith, Ashwin
    Koundinya, Nihith S. P. V. S.
    Narayanan, K.
    Sharma, Gulshan
    Senjyu, Tomonobu
    2020 INTERNATIONAL CONFERENCE ON SMART GRIDS AND ENERGY SYSTEMS (SGES 2020), 2020, : 297 - 302