Open AccessResearch on frequency Control Strategy of micro grid including wind power and hybrid energy storage system
Author(s) -
Dong Xiao,
Ruifeng Wang
Publication year - 2021
Publication title -
iop conference series. earth and environmental science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.179
H-Index - 26
eISSN - 1755-1307
pISSN - 1755-1315
DOI - 10.1088/1755-1315/647/1/012131
Subject(s) - wind power , energy storage , frequency deviation , power (physics) , stand alone power system , computer science , electric power system , frequency grid , automatic frequency control , control theory (sociology) , intermittent energy source , pumped storage hydroelectricity , automotive engineering , distributed generation , renewable energy , electrical engineering , engineering , control (management) , voltage , physics , quantum mechanics , artificial intelligence
In view of the frequency fluctuation of the micro-grid system containing wind power, hybrid energy storage system composed of batteries and supercapacitors is adopted to coordinate the output, so as to maintain the frequency stability of the micro-grid and provide the possibility for the micro-grid to further absorb wind power and other clean energy. Firstly, by analyzing the characteristics of wind power output, the power deviation signal of the system is decomposed into low-frequency and high-frequency parts through wavelet packet decomposition, so as to maximize the consumption of wind power output power on the premise of meeting the stability of the system. Then, the high frequency part of the power gap is further divided to determine the initial FM power distribution scheme of the energy storage system. Finally, the energy storage output is modified by the Logistic regression function to take into account both the energy storage adaptive frequency modulation and the energy storage charged state self-recovery. Example analysis shows that the proposed control strategy can realize the optimal distribution of wind power, ensure the full utilization of wind farm output, improve wind power grid connection capacity, and increase efficiency and economy.