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Nonparametric model for step-stress accelerated life testing

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2 Author(s)
Tyoskin, O.I. ; Bauman (B.E.) State Tech. Univ., Moscow, Russia ; Krivolapov, S.Y.

A nonparametric model of the interval estimation is proposed. The estimation is based on results of step-stress accelerated life testing. The approach includes: application of a linear model of damage accumulation, which is proved to be equivalent to the assumptions accepted in numerous papers; estimation of the time transformation function, using the test results for all the load levels; and application of a nonparametric approach for interval estimation of reliability measures, based on the assumption that life-time distribution under the constant load has increasing failure rate. A numerical example uses initial data obtained on the basis of statistical simulation thus verifying the proposed approach

Published in:

Reliability, IEEE Transactions on  (Volume:45 ,  Issue: 2 )

Date of Publication:

Jun 1996

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