DocumentCode :
10757
Title :
A Differential Sequence Component Protection Scheme for Microgrids With Inverter-Based Distributed Generators
Author :
Casagrande, Erik ; Woon, Wei Lee ; Zeineldin, H.H. ; Svetinovic, Davor
Author_Institution :
Masdar Inst. of Sci. & Technol., Abu Dhabi, United Arab Emirates
Volume :
5
Issue :
1
fYear :
2014
fDate :
Jan. 2014
Firstpage :
29
Lastpage :
37
Abstract :
The protection of a microgrid containing inverter- based distributed generators (IBDGs) presents several problems if traditional techniques which rely on the current (fuses and overcurrent relays) are used. A possible solution to these problems is the use of a new type of the relay which takes advantage of the enhanced processing techniques and communication infrastructure, both of which are recently becoming available for power networks application. This paper proposes a new communication-based protection scheme for isolated microgrids where a data mining approach is used to identify the relay settings and parameters. A feature selection technique is implemented to help identify the most relevant electrical features required for the fault detection and to establish the best communication strategy to use between relays. The proposed approach is tested using a MATLAB simulation of a facility scale isolated microgrid embedded with IBDGs. The results show that a differential protection scheme that relies on symmetrical components is the most effective strategy for protecting microgrids with IBDGs.
Keywords :
data mining; distributed power generation; power distribution protection; power engineering computing; power generation protection; relay protection; Matlab simulation; communication infrastructure; data mining; differential sequence component protection; fault detection; inverter based distributed generators; microgrid protection; relay protection; relay settings; Circuit faults; Current measurement; Feature extraction; Microgrids; Relays; Vectors; Voltage measurement; Microgrid; data mining; fault analysis; feature selection; inverter;
fLanguage :
English
Journal_Title :
Smart Grid, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3053
Type :
jour
DOI :
10.1109/TSG.2013.2251017
Filename :
6678658
Link To Document :
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