Título: Utilização de Redes Neurais para Diagnóstico de Falhas Mecânicas em Motores de Indução Trifásicos
Autores: Baccarini, Lane Maria Rabelo; Menezes, Benjamim Rodrigues; Caminhas, Walmir Matos
Resumo: Vibrations analysis continues to be one of the most versatile and informative tool available for on-line monitoring and problem analysis. This paper presents a fault diagnostic system using neural network. From experimental results in a test desk, deterministic frequencies are identified and used to detect four states in a induction motor: normal operation, unbalance, misalignment and mechanical looseness. Using neural network, it is possible to detect and diagnose mechanical sources in a induction machine with improved results.
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Páginas: 6
Código DOI: 10.21528/CBRN2003-035
Artigo em PDF: 6CBRN_035.PDF
Arquivo BibTex: 6CBRN_035.bib