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Title: Analysis of an incomplete information system using the rough set theory
Authors: Faustino Agreira,CI
Travassos Valdez,MM
Machado Ferreira,CM
Fernando Maciel Barbosa
Issue Date: 2014
Abstract: In this paper it is applied a Rough Setapproach that takes into account an incomplete information system to study the steady-state security of an electric power system. The Rough Set Theory has been conceived as a tool to conceptualize, organize and analyze various types of data, in particular, to deal with inexact, uncertainor vague knowledge. The knowledge acquisition process is a complex task, since the experts have difficulty to explain how to solve a specified problem. So, an incomplete set of relevant information may arise. The study presents a systematicapproach to transform examples in a reduced set of rules. These rules can be used successfully to avoid security problems and provides a deeper insight into the influence of parameters on the steady-state system performance. © Springer Science+Business Media Dordrecht 2014.
metadata.dc.type: bookPart
Appears in Collections:CPES - Book Chapters

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