TY - JOUR
T1 - Real-time dispatch strategy of microgrid based on fuzzy control of energy storage
AU - Li, Nailiang
AU - Wang, Xiuli
AU - Kuang, Yi
AU - Zhang, Shujie
AU - Zhao, Hongyang
N1 - Publisher Copyright:
© Published under licence by IOP Publishing Ltd.
PY - 2020/7/16
Y1 - 2020/7/16
N2 - Microgrid (MG) is effective to absorb the distributed renewable energy source (RES). Considering the uncertainty of RES and load, this paper proposes a fuzzy rule of energy storage system (ESS) and gets its output by anti-fuzzification in the real-time dispatch stage after receiving the actual load and RES value. Based on the envelope principle and fuzzy control, a grid-connected MG scheduling model is established. Considering the ultra-short-term forecasted data at the beginning of an hour, a receding-horizon scheduling model which includes the constraints of ladder price, ESS, RES, etc. and aims at the lowest operating cost, is established to correct the day-ahead scheduling error as the basic value of real-time scheduling at subsequent times. Taking a MG in Shaanxi Province as an example, the proposed strategy ensures the rapid and economic operation of MG.
AB - Microgrid (MG) is effective to absorb the distributed renewable energy source (RES). Considering the uncertainty of RES and load, this paper proposes a fuzzy rule of energy storage system (ESS) and gets its output by anti-fuzzification in the real-time dispatch stage after receiving the actual load and RES value. Based on the envelope principle and fuzzy control, a grid-connected MG scheduling model is established. Considering the ultra-short-term forecasted data at the beginning of an hour, a receding-horizon scheduling model which includes the constraints of ladder price, ESS, RES, etc. and aims at the lowest operating cost, is established to correct the day-ahead scheduling error as the basic value of real-time scheduling at subsequent times. Taking a MG in Shaanxi Province as an example, the proposed strategy ensures the rapid and economic operation of MG.
UR - https://www.scopus.com/pages/publications/85089069608
U2 - 10.1088/1742-6596/1585/1/012026
DO - 10.1088/1742-6596/1585/1/012026
M3 - 会议文章
AN - SCOPUS:85089069608
SN - 1742-6588
VL - 1585
JO - Journal of Physics: Conference Series
JF - Journal of Physics: Conference Series
IS - 1
M1 - 012026
T2 - 3rd International Conference on Energy, Electrical and Power Engineering, CEEPE 2020
Y2 - 24 April 2020 through 26 April 2020
ER -