Failure rate prediction with artificial neural networks

Purpose - To suggest that a multi layer perception based artificial neural network (MLP-ANN) is a practical instrument to evaluate the expected failure rates of 143 centrifugal pumps used in an oil refinery plant.Design methodology approach - A MLP is adopted to weigh up the correlation existing amo...

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Veröffentlicht in:	Journal of quality in maintenance engineering 2005-09, Vol.11 (3), p.279-294
Hauptverfasser:	Bevilacqua, Maurizio, Braglia, Marcello, Frosolini, Marco, Montanari, Roberto
Format:	Artikel
Sprache:	eng
Schlagworte:	Aircraft Breakdowns Cost control Failure Failure analysis Failure mechanical Metal forming Neural nets Neural networks Petroleum refineries Preventive maintenance Production costs Pumps Studies Total quality
Online-Zugang:	Volltext
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