Improvements in automated reliability growth plotting and estimation

Calculations of Instantaneous MTBF have gotten sloppy since J. T. Duane [1] and E. O. Codier [2] published their papers on the subject 43 years ago. Codier presented the following notes on plotting the line through the points in his definitive description of Duane's Reliability Growth calculati...

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Bibliographic Details
Published in2009 Annual Reliability and Maintainability Symposium pp. 377 - 382
Main Authors Dwyer, D., Wolfe, E., Cahill, J.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.01.2009
Subjects
Automatic testing
Curve fitting
Duane
Gravity
Least squares approximation
Least squares methods
Life testing
MTBFc
MTBFi
Probability
Pulp manufacturing
Reliability Growth
System testing
Test-Analyze-Fix
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ISBN9781424425082
1424425085
ISSN0149-144X
DOI10.1109/RAMS.2009.4914706

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Summary:Calculations of Instantaneous MTBF have gotten sloppy since J. T. Duane [1] and E. O. Codier [2] published their papers on the subject 43 years ago. Codier presented the following notes on plotting the line through the points in his definitive description of Duane's Reliability Growth calculation methods that he presented at the 1968 Annual Symposium on Reliability: ldr The latter points, having more information content, must be given more weight than earlier points and ldr The normal curve fitting procedure of drawing the line through the ldquocenter of gravityrdquo of all the points should not be used. ldr Unless the data is exceptionally noisy, the best procedure is to start the line on the last data point and seek the region of highest density of points to the left of it. These principals for estimating MTBF from non-homogeneous data are not being followed and the result is a less than accurate estimation of current (aka, instantaneous) MTBF.
ISBN:9781424425082
1424425085
ISSN:0149-144X
DOI:10.1109/RAMS.2009.4914706