DocumentCode
3610419
Title
Dynamic equivalencing of an active distribution network for large-scale power system frequency stability studies
Author
Golpi?Œâ€?ra, He?Œâ€?min ; Seifi, Hossein ; Haghifam, Mahmoud Reza
Author_Institution
Fac. of Electr. & Comput. Eng., Tarbiat Modares Univ., Tehran, Iran
Volume
9
Issue
15
fYear
2015
Firstpage
2245
Lastpage
2254
Abstract
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.
Keywords
damping; distributed power generation; frequency stability; pattern clustering; power system stability; support vector machines; ADN; Prony analysis; SVC; active distribution network; discontinuous uncertainties; dynamic equivalent model; grey box equivalent model; grouping procedure; load damping; mathematical-based criterion; modelling parameters; order-reduction; power system frequency stability; stop time; support vector clustering;
fLanguage
English
Journal_Title
Generation, Transmission Distribution, IET
Publisher
iet
ISSN
1751-8687
Type
jour
DOI
10.1049/iet-gtd.2015.0484
Filename
7328467
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