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
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;
Conference_Titel :
AUTOTESTCON Proceedings, 2001. IEEE Systems Readiness Technology Conference
Conference_Location :
Valley Forge, PA
Print_ISBN :
0-7803-7094-5
DOI :
10.1109/AUTEST.2001.949444