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Component stress evaluation in an electrical power distribution system using neural networks

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IIT-10-050A.pdf (740.0Kb)
Date
2010-06-01
Author
Sanz Bobi, Miguel Ángel
Andrade Vieira, Rodrigo José
Brighenti, Chiara
Palacios Hielscher, Rafael
Nicolau, Guillermo
Ferrarons, Pere
Vieira Junior, Petronio
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info:eu-repo/semantics/publishedVersion
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Abstract
 
 
This paper presents a procedure that permits a qualitative evaluation of the stress in components of an electric power distribution system. The core of this procedure is the development of a set of models based on neural networks that are able to represent and to predict the normal behavior expected of the components under different working conditions. The paper includes the application to the characterization of the thermal behavior of power transformers and the operation time of circuit breakers..
 
URI
http://hdl.handle.net/11531/5606
Component stress evaluation in an electrical power distribution system using neural networks
Tipo de Actividad
Capítulos en libros
Materias/ categorías / ODS
Instituto de Investigación Tecnológica (IIT)
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diagnosis - multi-layer perceptron - normal behavior models - self-organised map - anomaly detection - component stress
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