Stochastic Networked Microgrid Energy Management With Correlated Wind Generators

被引:87
作者
Malekpour, Ahmad Reza [1 ]
Pahwa, Anil [2 ]
机构
[1] MIT, Dept Mech Engn, Cambridge, MA 02139 USA
[2] Kansas State Univ, Dept Elect Engn, Manhattan, KS 66506 USA
基金
美国国家科学基金会;
关键词
Microgrid (MG); optimization; power distribution systems; smart grid; wind power generation; PROBABILISTIC POWER-FLOW; DISTRIBUTION-SYSTEMS; REACTIVE POWER; CONVERGENCE; UNCERTAINTY; CAPABILITY;
D O I
10.1109/TPWRS.2017.2650683
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
Power distribution systems are transitioning from a traditional single distribution system operator (DSO) to a more integrated flexible network that incorporates multiple microgrids (MGs). This paper presents a novel stochastic framework to investigate the impact of correlated wind generators on energy management of DSO and MGs. In order to decouple the problem formulation in DSO and MGs, a linear approximation is proposed which enables parallel processing of the optimization problems. Further, a stochastic framework based on improved point estimate method is proposed to model the uncertainties in load and wind generation, and account for the statistical correlations among wind generators. The proposed method is applied to a modified IEEE 69 bus test feeder and the results are validated in terms of efficiency and accuracy.
引用
收藏
页码:3681 / 3693
页数:13
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