标题:The Value of Wind Generation Temporal Correlation Information for SBS-UC
作者:Chen, Fang; Yang, Ming; Li, Jianxiang; Liu, Haibo
通讯作者:Yang, M
作者机构:[Yang, Ming] Shandong Univ, Sch Elect Engn, Jinan 250100, Peoples R China.; [Chen, Fang] Jinan Univ, Sch Elect Engn, Jinan, Peoples R China.; [Li, 更多
会议名称:1st IEEE Tencon Spring Conference for Region 10
会议日期:APR 17-19, 2013
来源:2013 IEEE TENCON SPRING CONFERENCE
出版年:2013
页码:535-539
关键词:Power system; Wind power; Unit commitment; Joint probability density; forecast; Scenario set
摘要:Scenario-based stochastic unit commitment (SBSUC) algorithm is an effective approach to solve unit commitment problem considering wind power integration. The results of SBSUC have a close relation with the formation mode of scenario set. So, how to construct a re asonable scenario set is a key problem for SBS-UC. In this paper, using the same SBS-UC model, the scheduling results of two different scenario sets are compared Test scenario set 1 is obtained according to the forecasted probability distribution of each period, without considering the time-domain correlation information of wind farm generation. Accordingly, test scenario set 2 contains time-domain correlation information of wind farm generation through estimating the correlation coefficient matrix. This paper compares the scheduling results and emphasizes the important role of timedomain correlation information of wind farm generation for unit commitment considering wind power integration.
收录类别:CPCI-S
资源类型:会议论文
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