A hybrid prognostic model for multistep ahead prediction of machine condition

Prognostics are the future trend in condition based maintenance. In the current framework a data driven prognostic model is developed. The typical procedure of developing such a model comprises a) the selection of features which correlate well with the gradual degradation of the machine and b) the t...

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Veröffentlicht in:	Journal of physics. Conference series 2012-01, Vol.364 (1), p.12081-9
Hauptverfasser:	Roulias, D, Loutas, T H, Kostopoulos, V
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Clustering Condition monitoring Correlation Degradation Gearboxes Mathematical analysis Mathematical models Model testing Monitoring Physics Time series Trends
Online-Zugang:	Volltext
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