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Decision Tree Assisted Controlled Islanding.
- Source :
-
IEEE Transactions on Power Systems . Nov2006, Vol. 21 Issue 4, p1790-1797. 8p. 6 Diagrams, 1 Chart, 6 Graphs. - Publication Year :
- 2006
-
Abstract
- Controlled islanding refers to the controlled separation of an interconnected power system into electrically isolated regions. The objective of this paper is to develop adaptive controlled islanding as a component of an emergency power system control strategy. There are two primary aspects of controlled islanding: 1) where to island and 2) when to island? Assisted by a decision tree (DT) approach, this paper seeks to address the ‘when to island’ aspect. A decision tree based tool is proposed to recognize conditions existing in the system that warrant controlled islanding. A 29-generator, 179-bus system is employed to demonstrate the tool. Simulation data are used to train DTs, and the online performance of DTs is then evaluated as part of a controlled islanding strategy. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 08858950
- Volume :
- 21
- Issue :
- 4
- Database :
- Academic Search Index
- Journal :
- IEEE Transactions on Power Systems
- Publication Type :
- Academic Journal
- Accession number :
- 23205315
- Full Text :
- https://doi.org/10.1109/TPWRS.2006.882470