A smooth scheme of wind power generation based on wind power prediction

Xinyu Zhang; Lei Dong

doi:10.1109/TMEE.2011.6199362

A smooth scheme of wind power generation based on wind power prediction

Xinyu Zhang^*, Lei Dong

^*Corresponding author for this work

School of Automation

Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Citations (Scopus)

Abstract

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.

Original language	English
Title of host publication	Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011
Pages	958-961
Number of pages	4
DOIs	https://doi.org/10.1109/TMEE.2011.6199362
Publication status	Published - 2011
Event	2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011 - Changchun, China Duration: 16 Dec 2011 → 18 Dec 2011

Publication series

Name	Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011

Conference

Conference	2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011
Country/Territory	China
City	Changchun
Period	16/12/11 → 18/12/11

Keywords

energy storage
power smooth
rolling horizon optimization
wind farm
wind power prediction

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10.1109/TMEE.2011.6199362

Cite this

Zhang, X., & Dong, L. (2011). A smooth scheme of wind power generation based on wind power prediction. In Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011 (pp. 958-961). Article 6199362 (Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011). https://doi.org/10.1109/TMEE.2011.6199362

@inproceedings{be1aebe1c8b94e32b9e1e66509e7157b,

title = "A smooth scheme of wind power generation based on wind power prediction",

abstract = "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.",

keywords = "energy storage, power smooth, rolling horizon optimization, wind farm, wind power prediction",

author = "Xinyu Zhang and Lei Dong",

year = "2011",

doi = "10.1109/TMEE.2011.6199362",

language = "English",

isbn = "9781457717017",

series = "Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011",

pages = "958--961",

booktitle = "Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011",

note = "2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011 ; Conference date: 16-12-2011 Through 18-12-2011",

}

Zhang, X & Dong, L 2011, A smooth scheme of wind power generation based on wind power prediction. in Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011., 6199362, Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011, pp. 958-961, 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011, Changchun, China, 16/12/11. https://doi.org/10.1109/TMEE.2011.6199362

A smooth scheme of wind power generation based on wind power prediction. / Zhang, Xinyu; Dong, Lei.
Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011. 2011. p. 958-961 6199362 (Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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 - https://www.scopus.com/pages/publications/84861581830

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 -

Zhang X, Dong L. A smooth scheme of wind power generation based on wind power prediction. In Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011. 2011. p. 958-961. 6199362. (Proceedings 2011 International Conference on Transportation, Mechanical, and Electrical Engineering, TMEE 2011). doi: 10.1109/TMEE.2011.6199362

A smooth scheme of wind power generation based on wind power prediction

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