Title :
Process-related reliability-growth modeling-how and why
Author :
Heimann, David I. ; Clark, W.D.
Author_Institution :
Digital Equipment Corp., Tewskbury, MA, USA
Abstract :
A process-related nonhomogeneous Poisson process (PRNHPP) is developed. This is carried out by replacing the constant scale factor in the NHP by a process-age-dependent scale factor which increases asymptotically over process-age-time to a mature-process scale factor value. The authors describe the maximum likelihood estimation (MLE) techniques for obtaining parameter values for the PRNHPP, as well as numerical techniques for solving the MLE equations. Various questions the PRNHPP can address are demonstrated by a sample analysis
Keywords :
reliability theory; statistical analysis; PRNHPP; constant scale factor; mature-process scale factor value; maximum likelihood estimation; parameter values; process-age-dependent scale factor; process-related nonhomogeneous Poisson process; reliability-growth modeling; Costs; Customer service; Equations; Failure analysis; Manufacturing processes; Marine vehicles; Maximum likelihood estimation; Predictive models; Time to market; Warranties;
Conference_Titel :
Reliability and Maintainability Symposium, 1992. Proceedings., Annual
Conference_Location :
Las Vegas, NV
Print_ISBN :
0-7803-0521-3
DOI :
10.1109/ARMS.1992.187843