Prognosis under Uncertainty – An Idealised Computational Case Study
Author(s) -
Keith Worden,
G. Manson
Publication year - 2007
Publication title -
shock and vibration
Language(s) - English
Resource type - Journals
eISSN - 1875-9203
pISSN - 1070-9622
DOI - 10.1155/2008/958343
Subject(s) - isotropy , simple (philosophy) , propagation of uncertainty , monte carlo method , structural engineering , fracture mechanics , stress intensity factor , simplicity , mathematics , engineering , physics , algorithm , statistics , quantum mechanics , philosophy , epistemology
The object of this paper is to investigate computationally the possibility of damage prognosis in a structure under the most idealised circumstances. A simple isotropic material – Titanium alloy Ti-6Al-4V – is assumed. The structure is a simple finite plate under harmonic uniaxial loading and the damage is assumed to be a central mode 1 through crack for which various approximations to the stress intensity factor are known. The damage propagation model is the Paris-Erdogan law. Where the paper departs from complete simplicity is in the assumption that the parameters of the damage propagation law are uncertain. The paper investigates the effect of the parameter uncertainty on the estimated lifetime of the specimen. Two approaches are adopted for the uncertainty propagation, a statistical Monte Carlo scheme and one based on interval arithmetic
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