Bayesian model for early reliability prediction

Bayesian model for early reliability prediction

This paper provides a Bayesian model for estimating the failure probability in the field, early after a product has been introduced to the market. First, the need for early reliability is recognized. Next, the Bayesian method is briefly explained after which it will be applied to early reliability p...

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Bibliographische Detailangaben
Hauptverfasser: Ion, R.A., Kalishoek, H., Karydas, D.M., Nitescu, I.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Bayesian methods
Companies
Cost function
Embedded system
Feedback
Predictive models
Probability distribution
Testing
Uncertainty
Warranties
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Beschreibung
Zusammenfassung:This paper provides a Bayesian model for estimating the failure probability in the field, early after a product has been introduced to the market. First, the need for early reliability is recognized. Next, the Bayesian method is briefly explained after which it will be applied to early reliability prediction. Finally, it can be said that the model reduces the uncertainty of the prediction. The presented model has been applied in practice
ISSN:0149-144X
2577-0993
DOI:10.1109/RAMS.2006.1677384