TY - GEN
T1 - A smooth scheme of wind power generation based on wind power prediction
AU - Zhang, Xinyu
AU - Dong, Lei
PY - 2011
Y1 - 2011
N2 - The fluctuations of wind power due to the uncontrollability and uncertainty of wind speed cause great do harm to the grid power. To smooth the power to grid from wind power system, the energy storage system is paralleled in the grid-connected side of wind farm, and a real time rolling horizon optimization scheme based on wind power prediction is taken. The simulation is on the base on the real output power and predicted power of Muling wind farm, where the predicted wind power is obtained base on the Back Propagation Neutral Network. The results of the simulation show that the rolling horizon optimization smooth scheme based on predicted wind power is superior to the average-power smooth scheme.
AB - The fluctuations of wind power due to the uncontrollability and uncertainty of wind speed cause great do harm to the grid power. To smooth the power to grid from wind power system, the energy storage system is paralleled in the grid-connected side of wind farm, and a real time rolling horizon optimization scheme based on wind power prediction is taken. The simulation is on the base on the real output power and predicted power of Muling wind farm, where the predicted wind power is obtained base on the Back Propagation Neutral Network. The results of the simulation show that the rolling horizon optimization smooth scheme based on predicted wind power is superior to the average-power smooth scheme.
KW - energy storage
KW - power smooth
KW - rolling horizon optimization
KW - wind farm
KW - wind power prediction
UR - http://www.scopus.com/inward/record.url?scp=84861581830&partnerID=8YFLogxK
U2 - 10.1109/TMEE.2011.6199362
DO - 10.1109/TMEE.2011.6199362
M3 - Conference contribution
AN - SCOPUS:84861581830
SN - 9781457717017
T3 - Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011
SP - 958
EP - 961
BT - Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011
T2 - 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011
Y2 - 16 December 2011 through 18 December 2011
ER -