Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/73734
Title: A novel network partitioning approach in smart grid environment
Authors: Jia, Y 
Xu, Z 
Lai, LL
Wong, KP
Keywords: Graph partitioning
Laplacian spectrum
Self healing
Self-organizing map
Smart grid
Issue Date: 2016
Publisher: Institute of Electrical and Electronics Engineers
Source: Proceedings - 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015, 2016, 7379254, p. 641-646 How to cite?
Abstract: Smart grid development highlights the ""self-healing"" capability as it enables a power system to efficiently and automatically react to disturbances and guide the system to the best possible state. Effectively partitioning the power network (PN) into suitable areas or zones to accommodate subsequent control actions is useful. In this paper, a novel partitioning approach that combines Laplacian spectrum of a PN and self organizing map (SOM) algorithm is proposed. This approach aims to optimize the partitioning solution so as to minimize the real power imbalance and simultaneously maintain a satisfactory voltage profile. Case study is carried out on New England 39-bus system, which demonstrates the effectiveness of the proposed approach.
URI: http://hdl.handle.net/10397/73734
ISBN: 9781479986965
DOI: 10.1109/SMC.2015.122
Appears in Collections:Conference Paper

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