Using Data-Driven Prognostic Algorithms for Completing Independent Failure Analysis
Affiliation
Failure AnalysisIssue Date
2011-10Keywords
Failure AnalysisIndependent Failure Analysis
Fault Analysis
Prognostics
Failure Analysis
Diagnostics
Telemetry Analysis
Failure Isolation
Identification and Recovery
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Copyright © held by the author; distribution rights International Foundation for TelemeteringCollection Information
Proceedings from the International Telemetering Conference are made available by the International Foundation for Telemetering and the University of Arizona Libraries. Visit http://www.telemetry.org/index.php/contact-us if you have questions about items in this collection.Abstract
Current failure analysis practices use diagnostic technology developed over the past 100 years of designing and manufacturing electrical and mechanical equipment to identify root cause of equipment failure requiring expertise with the equipment under analysis. If the equipment that failed had telemetry embedded, prognostic algorithms can be used to identify the deterministic behavior in completely normal appearing data from fully functional equipment used for identifying which equipment will fail within 1 year of use, can also identify when the presence of deterministic behavior was initiated for any equipment failure.Sponsors
International Foundation for TelemeteringISSN
0884-51230074-9079