Research on Optimal Configuration of Energy Storage in Wind-Solar Microgrid Considering Real-Time Electricity Price

被引:0
|
作者
Zhang Z. [1 ]
Lv Q. [1 ]
Zhao L. [1 ]
Zhou Q. [1 ]
Gao P. [1 ]
Zhang Y. [1 ]
Li Y. [2 ]
机构
[1] Electric Power Research Institute, State Grid Gansu Electric Power Company, Lanzhou
[2] School of New Energy and Power Engineering, Lanzhou Jiaotong University, Lanzhou
关键词
energy management strategy; Energy storage optimization; interactive power; real-time electricity price; state of charge;
D O I
10.32604/ee.2023.026942
中图分类号
学科分类号
摘要
Capacity allocation and energy management strategies for energy storage are critical to the safety and economical operation of microgrids. In this paper, an improved energy management strategy based on real-time electricity price combined with state of charge is proposed to optimize the economic operation of wind and solar microgrids, and the optimal allocation of energy storage capacity is carried out by using this strategy. Firstly, the structure and model of microgrid are analyzed, and the output model of wind power, photovoltaic and energy storage is established. Then, considering the interactive power cost between the microgrid and the main grid and the charge-discharge penalty cost of energy storage, an optimization objective function is established, and an improved energy management strategy is proposed on this basis. Finally, a physical model is built in MATLAB/Simulink for simulation verification, and the energy management strategy is compared and analyzed on sunny and rainy days. The initial configuration cost function of energy storage is added to optimize the allocation of energy storage capacity. The simulation results show that the improved energy management strategy can make the battery charge-discharge response to real-time electricity price and state of charge better than the traditional strategy on sunny or rainy days, reduce the interactive power cost between the microgrid system and the power grid. After analyzing the change of energy storage power with cost, we obtain the best energy storage capacity and energy storage power. © 2023, Tech Science Press. All rights reserved.
引用
收藏
页码:1637 / 1654
页数:17
相关论文
共 50 条
  • [31] Optimal Configuration of Island Microgrid Considering Wind/Photovoltaic/Line/Storage and Seawater Desalination Load
    Zhao, Pu
    Lin, Qun
    Xie, Haokai
    Pan, Lezhen
    Ji, Xudong
    Li, Daren
    Zhu, Haili
    Liu, Wenlin
    2019 INTERNATIONAL CONFERENCE ON ADVANCES IN CIVIL ENGINEERING, ENERGY RESOURCES AND ENVIRONMENT ENGINEERING, 2019, 330
  • [32] The Development of Real-Time Wind Turbine Emulation for Microgrid Research
    Davies, Richard
    Sumner, Mark
    Christopher, Edward
    2012 15TH INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE (EPE/PEMC), 2012,
  • [33] Capacity configuration optimization for island microgrid with wind/solar/pumped storage considering demand response
    Jing, Zhaoxia (zxjing@scut.edu.cn), 1600, Automation of Electric Power Systems Press (41):
  • [34] Capacity Configuration Optimization for Island Microgrid with Wind/Solar/Pumped Storage Considering Demand Response
    Hu, R. X.
    He, X. Y.
    Jing, Z. X.
    Yuan, Z. X.
    Wu, Q. H.
    2015 IEEE INNOVATIVE SMART GRID TECHNOLOGIES - ASIA (ISGT ASIA), 2015,
  • [35] Reliability Evaluation of Active Distribution Systems Considering Energy Storage and Real-Time Electricity Pricing
    Li, Haodi
    Wang, Lingfeng
    Xiang, Yingmeng
    Tan, Jun
    Xiao, Ruosong
    Xie, Kaigui
    Xia, Yun
    2016 INTERNATIONAL CONFERENCE ON PROBABILISTIC METHODS APPLIED TO POWER SYSTEMS (PMAPS), 2016,
  • [36] Optimal wind energy bidding strategies in real-time electricity market with multi-energy sources
    Zhang, Zijing
    Chen, Zhi
    IET RENEWABLE POWER GENERATION, 2019, 13 (13) : 2383 - 2390
  • [37] Optimal Real-time Pricing of Electricity with Consideration for Decrease in Price Effect
    Kobayashi, Koichi
    Hirasihi, Kunihiko
    2015 INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2015, : 539 - 544
  • [38] Stochastic planning of a multi-microgrid considering integration of renewable energy resources and real-time electricity market
    Hakimi, Seyed Mehdi
    Hasankhani, Arezoo
    Shafie-khah, Miadreza
    Catalao, Joao P. S.
    APPLIED ENERGY, 2021, 298
  • [39] Real-Time State Estimation of Lithium Batteries Used for Energy Storage in Electric Vehicle Charging Stations with Wind-Solar Complementary Power System
    Ge B.
    Luo Y.
    Li J.
    Li L.
    Wang B.
    Yan Y.
    Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University, 2023, 57 (01): : 55 - 65
  • [40] Optimal Configuration of Energy Storage System Considering Uncertainty of Load and Wind Generation
    Zhang, Shuai
    Bai, Xingzhen
    Ge, Leijiao
    Yan, Jun
    2020 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2020,