SRC Forum - Message Replies
Forum: Reliability & Maintainability Questions and Answers
Topic: Reliability & Maintainability Questions and Answers
Topic Posted by: Reliability & Maintainability Forum
Organization: System Reliability Center
Date Posted: Mon Aug 31 12:47:36 US/Eastern 1998
Posted by: Dave Wright
Date posted: Thu Aug 24 19:16:14 US/Eastern 2000
Subject: Predictive Failure Analysis on Small Sample Sizes
I am looking for a COTS tool that is capable of predictive failure analysis on small sample sizes. Can anyone make a sugestion on where to go or who to talk to.
Subject: Failure Prediction Tools
Reply Posted by: Jack Farrell
Organization: Reliability Analysis Center
Date Posted: Wed Aug 30 8:07:28 US/Eastern 2000
I assume your question is addressing wear-out failures. Due to the small sample sizes you mention, a Weibull analysis (for which there are many COTS tools) can be misleading. There is a research project at Penn State University called MURI-IPD which is developing predictive techniques for Condition Based Maintenance (CBM) of complex mechanical systems. The goal is to resolve issues allowing the diagnosis of the current state of a mechanical system and to predict the remaining useful life. Their website is http://www.cbm.arl.psu.edu/IPD/Welcome.html. As part of their research they may have developed tools similar to the one you are seeking.