Title :
Synchronous Distributed Generation Islanding Protection Using Intelligent Relays
Author :
Far, Hamed Golestani ; Rodolakis, Anthony J. ; Joos, Geza
Author_Institution :
McGill Univ., Montreal, QC, Canada
Abstract :
Islanding protection is an essential and one of the more challenging aspect of distributed generation interconnection protection. This article demonstrates how intelligent relays, employing multivariate analysis and data mining techniques, can be used for the islanding protection of synchronous distributed generation in the presence of high-speed reclosing. The developed methodology is outlined and its application is illustrated for a number of diverse system operating states. The performance of the intelligent relays is assessed and compared against currently used islanding protection devices.
Keywords :
artificial intelligence; data mining; distributed power generation; power distribution protection; power engineering computing; power generation protection; power system interconnection; relay protection; data mining technique; distributed generation interconnection protection; high speed reclosing; intelligent relays; multivariate analysis; synchronous distributed generation islanding protection; Data mining; Decision trees; Distributed power generation; Performance evaluation; Reactive power; Relays; Training; Data mining; distributed generation; frequency relays; intelligent relays; interconnection of distributed resources; interconnection protection; islanding protection; voltage relays;
Journal_Title :
Smart Grid, IEEE Transactions on
DOI :
10.1109/TSG.2012.2208659