Title :
Failure mechanisms based prognostics
Author :
Mathew, Sony ; Das, Diganta ; Rossenberger, Roger ; Pecht, Michael
Author_Institution :
Center for Adv. Life Cycle Eng. (CALCE), Univ. of Maryland, College Park, MD
Abstract :
Prognostics methods are being developed to evaluate the reliability of a system in its actual life-cycle conditions, to estimate the times to failure and to mitigate system risks. A key requirement in any prognostics method is identification of the appropriate parameter(s), which, can be used to asses impending failure, if monitored. This paper presents a physics-of-failure based methodology, which uses failure modes, mechanisms and effects analysis (FMMEA) to enhance prognostics planning and implementation. Also presented are two ways of implementing the FMMEA based methodology.
Keywords :
failure analysis; reliability; FMMEA based methodology; failure mechanism; failure modes; physics-of-failure based methodology; product reliability; prognostics method; Aerospace electronics; Aircraft propulsion; Birds; Condition monitoring; Failure analysis; Humans; Life estimation; Predictive models; Preventive maintenance; Prognostics and health management; Failure mechanisms; legacy systems; precursors; prognostics; remaining life;
Conference_Titel :
Prognostics and Health Management, 2008. PHM 2008. International Conference on
Conference_Location :
Denver, CO
Print_ISBN :
978-1-4244-1935-7
Electronic_ISBN :
978-1-4244-1936-4
DOI :
10.1109/PHM.2008.4711438