Dynamic equivalencing of an active distribution network for large-scale power system frequency stability studies

被引:37
|
作者
Golpira, Hemin [1 ]
Seifi, Hossein [1 ]
Haghifam, Mahmoud Reza [1 ]
机构
[1] Tarbiat Modares Univ, Fac Elect & Comp Engn, Tehran, Iran
关键词
power system stability; frequency stability; damping; support vector machines; pattern clustering; distributed power generation; active distribution network; power system frequency stability; dynamic equivalent model; grey box equivalent model; Prony analysis; stop time; load damping; modelling parameters; support vector clustering; grouping procedure; order-reduction; ADN; SVC; mathematical-based criterion; discontinuous uncertainties; MODEL; MICROGRIDS; GENERATORS;
D O I
10.1049/iet-gtd.2015.0484
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This study presents an approach for developing the dynamic equivalent model of an active distribution network (ADN), consisting of several micro-grids, for frequency stability studies. The proposed grey-box equivalent model relies on Prony analysis to establish stop time and load damping as the required modelling parameters. Support vector clustering (SVC) and grouping procedure are employed for aggregation and order-reduction of ADN. This significantly decreases the sensitivity of the estimated parameters to operating point changes which, in turn, guarantees the model robustness. This is done through representing the SVC output, that is, clusters, by cluster substitutes. The final ADN dynamic equivalent model is represented by several groups, in which their mutual interactions are taken into account by a new developed mathematical-based criterion. Simulation results reveal that the proposed model is robust which could successfully take into account the continuous and discontinuous uncertainties.
引用
收藏
页码:2245 / 2254
页数:10
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