Corona Effect Detection in Energized Polymeric Insulators Using Machine Learning and Ultrasonic Emissions

The occurrence of corona effect is an important indication that an insulator probably has malfunction. Thus, the corona detection can help to diagnose problems in insulators, which might cause serious damage to the power distribution system, such as the sudden interruption of service. Artificial neu...

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Bibliographic Details
Published in:	Revista IEEE América Latina Vol. 16; no. 6; pp. 1587 - 1594
Main Authors:	da Silva Junior, E.T., de Aquino, F.J.A., Silva, D.A., Rocha Neto, A.R., Gurgel, K.J.A., de Oliveira, A.E.R.M., de Araujo, A.L.C.
Format:	Journal Article
Language:	English Portuguese
Published:	Los Alamitos IEEE 01-06-2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Acoustics Activation Artificial intelligence artificial neural network Artificial neural networks Circuits Corona corona effect diagnostics Electric power distribution Electronic circuits High voltages Insulators Learning theory Machine learning monitoring Neural networks polymeric insulator Polymers Random access memory Support vector machines ultrasonic sensor Ultrasonic testing
Online Access:	Get full text
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