电力建设2018，Vol.39Issue(1)：90-98,9.DOI:10.3969/j.issn.1000-7229.2018.01.012
风电接入下基于半监督谱聚类的备用动态分区方法
Reserve Dynamic Zone Partitioning Method Based on Semi-Supervised Clustering Considering Wind Power
摘要
Abstract
With the continuous access of new energy and the increasingly complex structure of the power grid,the operating state of the power system is complex and changeable.The spinning reserve calculation method based on fixed zone partitioning is unable to effectively deal with the volatility of the source-network-load and the resulting congestion transmission problem.Firstly a energy and reserve co-optimization unit commitment is studied.Secondly congestion transmissions are evaluated considering wind power uncertainty and N-1 contingency.Then,taking the power transfer distribution factor (PTDF) of congestion line as similarity measure,partition iterative method is proposed based on semisupervised spectral clustering.Finally,reserve capacity configuration is determined based on the result of dynamic zone partitioning.This paper use a 39 bus system and a 118 bus system separately for simulation.The result shows that the proposed reserve dynamic zone partitioning method can automatically determine the number of zone partitioning and is reasonable to reserve partition;the zonal reserve could guarantee the delivery of spinning reserve.关键词
备用动态分区/功率转移分配因子(PTDF)/谱聚类/机组组合Key words
reserve dynamic zone partitioning/power transfer distribution factor (PTDF)/spectral clustering/unit commitment分类
信息技术与安全科学引用本文复制引用
刘扬,严正,马洪艳,徐潇源..风电接入下基于半监督谱聚类的备用动态分区方法[J].电力建设,2018,39(1):90-98,9.基金项目
国家自然科学基金项目(51707115)Project supported by National Natural Science Foundation of China (51707115) （51707115）
