DocumentCode
3665689
Title
An IGDT-based intraday scheduling strategy method considering wind power ramp event
Author
Huan Ma;Yutian Liu
Author_Institution
Key Laboratory of Power System Intelligent Dispatch and Control of Ministry of Education, Shandong University, Jinan, China
fYear
2015
fDate
7/1/2015 12:00:00 AM
Firstpage
1
Lastpage
5
Abstract
Due to the rapid change of wind power, limit prediction cycle and severe uncertainty, wind power ramp events raise new challenges to the power system with high penetration of wind power. In order to reduce the risk and scheduling cost, an IGDT-based intraday scheduling strategy method is proposed in this paper. The wind farm cost caused by prediction errors is analyzed and taken into account as part of the scheduling cost, which is the optimization objective. By analyzing the characteristic of wind power ramp events, a new constraint related to the minimum start-up time of conventional units is suggested into the wind power ramp scheduling model. To deal with the uncertainty of wind power ramp prediction, the scheduling model is solved using IGDT method, which can provide robust strategy. The Monte Carlo method is used to compare the IGDT-based method and traditional deterministic method. Simulation results verify that the proposed wind power ramp scheduling strategy method proposed in this paper is more robust and economical.
Keywords
"Wind power generation","Robustness","Monte Carlo methods","Uncertainty"
Publisher
ieee
Conference_Titel
Power & Energy Society General Meeting, 2015 IEEE
ISSN
1932-5517
Type
conf
DOI
10.1109/PESGM.2015.7286151
Filename
7286151
Link To Document