Fault detection and classification based on co-training of semisupervised machine learning

TS Abdelgayed, WG Morsi… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper presents a semisupervised machine learning approach based on co-training of
two classifiers for fault classification in both the transmission and the distribution systems …

[PDF][PDF] An overview of data mining techniques applied to power systems

J Morais, A Klautau, C Cardoso, Y Pires - 2009 - Citeseer
The growth of available data in the electric power industry motivates the adoption of data
mining techniques. However, the companies in this area still face several difficulties to …

A framework for evaluating automatic classification of underlying causes of disturbances and its application to short-circuit faults

J Morais, Y Pires, C Cardoso… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
Most works in power systems event classification concern classifying an event according to
the morphology of the corresponding waveform. An important and even more difficult …

Data mining applied to the electric power industry: Classification of short-circuit faults in transmission lines

J Morais, Y Pires, C Cardoso… - … Conference on Intelligent …, 2007 - ieeexplore.ieee.org
Data mining can play a fundamental role in modern power systems. However, the
companies in this area still face several difficulties to benefit from data mining. A major …

Data mining applied to the electric power industry: classification of short-circuit faults in transmission lines

Y Pires, J Morais, C Cardoso, A Klautau - Innovative Applications in Data …, 2009 - Springer
Data mining can play a fundamental role in modern power systems. However, the
companies in this area still face several difficulties to benefit from data mining. A major …

[PDF][PDF] An experimental evaluation of automatic classification of sequences representing short circuits in transmission lines

J Morais, Y Pires, C Cardoso… - Brazilian Conference on …, 2007 - researchgate.net
This work concerns automatic classification of short circuits in transmission lines. These
faults are responsible for the majority of the disturbances and cascading blackouts. Each …

Hierarchical Agglomerative clustering of short-circuit faults in transmission lines

C Cardoso, Y Pires, J Morais… - 2008 10th Brazilian …, 2008 - ieeexplore.ieee.org
Data mining can play a fundamental role in modern power systems. However, a major
problem is to extract useful information from the currently available non-labeled digitized …

GenericBioMatch: a novel generic pattern match algorithm for biological sequences

Y Pan, AF Famili - … . CSB2003. Proceedings of the 2003 IEEE …, 2003 - ieeexplore.ieee.org
GenericBioMatch is a novel algorithm for exact match in biological sequences. It allows the
sequence motif pattern to contain one or more wild card letters (eg. Y, R, W in DNA …

[引用][C] Estudo de algoritmos para classificação de séries temporais: uma aplicação em qualidade de energia elétrica

JM MORAIS - 2007 - Universidade Federal do Pará

[引用][C] Mineraçao de Dados Aplicada a Sistemas Elétricos: Classificaçao de Faltas de Curto-Circuito em Linhas de Transmissao

YP Pires, ABRK Júnior - 2009 - tese de doutorado). Universidade …