Abstract
This paper describes the application of Decision Tress (DTs) in order to specify the most critical location and the rate of series compensation in order to increase power system loading margin. The proposed methodology is applied to a projected model of the Hellenic interconnected system in several system configurations. Investigation of the best system operating point to create the DTs, the effect of attributes number and type on the DTs size and quality are discussed in order to reach the final DTs parameters that lead to the construction of the best DTs for the determination of optimal series compensation location and rate. Finally, the results obtained for several (N-1) contingencies examined are presented.
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© 2006 Springer-Verlag Berlin Heidelberg
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Leonidaki, E.A., Hatziargyriou, N.D. (2006). Investigation of Decision Trees (DTs) Parameters for Power System Voltage Stability Enhancement. In: Antoniou, G., Potamias, G., Spyropoulos, C., Plexousakis, D. (eds) Advances in Artificial Intelligence. SETN 2006. Lecture Notes in Computer Science(), vol 3955. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11752912_20
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DOI: https://doi.org/10.1007/11752912_20
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-34117-8
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