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