DocumentCode
1752158
Title
Residual stress measurement of thermal barrier coatings using laser fluorescence technique and their life prediction
Author
Jordan, E.H. ; Sohn, Y.H. ; Xie, W. ; Gell, M. ; Xie, L. ; Tu, F. ; Pattipati, K.R. ; Willett, P.
Author_Institution
Dept. of Mech. Eng., Connecticut Univ., Storrs, CT, USA
fYear
2001
fDate
2001
Firstpage
593
Lastpage
603
Abstract
Non-destructive determination of the remaining life of coatings of gas turbine parts is highly desirable. The present paper describes early attempts to prove the feasibility of doing this based on the optical measurement of the stress in the oxide that attaches the coating to the metal component. Both standard regression methods and neural network methods are compared and it was found that the neural network approach was superior for the case where multiple signal features were present. All methods provide useful predictions for the idealized case considered
Keywords
computerised instrumentation; gas turbines; internal stresses; measurement by laser beam; neural nets; nondestructive testing; statistical analysis; stress measurement; thermal barrier coatings; coatings; damage; gas turbine; laser fluorescence; life prediction; multiple signal; neural network; nondestructive testing; optical measurement; oxide; predictions; prognostics; remaining life of coatings; standard regression methods; stress measurement; thermal barrier coatings; Coatings; Fluorescence; Furnaces; Neural networks; Residual stresses; Stress measurement; Temperature; Testing; Thermal stresses; Turbines;
fLanguage
English
Publisher
ieee
Conference_Titel
AUTOTESTCON Proceedings, 2001. IEEE Systems Readiness Technology Conference
Conference_Location
Valley Forge, PA
ISSN
1080-7225
Print_ISBN
0-7803-7094-5
Type
conf
DOI
10.1109/AUTEST.2001.949444
Filename
949444
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