Title :
Formulation of Prognostics Requirements
Author :
Usynin, Alexander ; Hines, J. Wesley ; Urmanov, Aleksey
Author_Institution :
Univ. of Tennessee, Knoxville
Abstract :
This paper proposes a methodology for formulating prognostics requirements for designers of electronic prognostics (EP)-enabled systems. A usefulness criterion is introduced that enables the specification of admissible uncertainty bounds on measurements of systems´ health/degradation parameters. Keeping the uncertainty of health estimation below the admissible levels assures more accurate individual remaining useful life (RUL) estimations than those based on traditional population average time-to-failure. The proposed methodology is demonstrated using the well-known cumulative damage model that was extended to incorporate individual degradation data.
Keywords :
life testing; remaining life assessment; admissible uncertainty bounds; degradation data; electronic prognostics-enabled systems; health estimation; prognostics requirements; remaining useful life estimations; systems health/degradation parameters; Data analysis; Data engineering; Degradation; Design engineering; Fatigue; Life estimation; Lifetime estimation; Reliability engineering; Systems engineering and theory; Uncertainty;
Conference_Titel :
Aerospace Conference, 2007 IEEE
Conference_Location :
Big Sky, MT
Print_ISBN :
1-4244-0524-6
Electronic_ISBN :
1095-323X
DOI :
10.1109/AERO.2007.352881