This invention proposes a method and storage medium for evaluating the reliability and lifespan of thermal barrier coatings, comprising: S1, characterizing and analyzing the
microstructure of the sample to obtain the
microscopic morphology image of the
ceramic layer and the property parameters of the sample, and establishing a geometric model; S2, conducting coupled
thermal shock and CMAS
corrosion experiments on the sample until its failure, recording load parameters and determining the main failure
modes and CMAS melt penetration behavior through cross-sectional analysis; S3, forming a set of thermo-
coupling failure control equations based on the main failure
modes and penetration behavior; inputting the geometric model and the set of thermo-
coupling failure control equations into
finite element software for solving to obtain simulated crack morphology and
stress distribution results; S4, establishing a limit state equation based on the set of thermo-
coupling failure control equations with the actual
critical energy release rate as the criterion; S5, calculating the
failure probability based on the limit state equations; S6, constructing a lifespan prediction model based on the limit state equations to predict the lifespan of the
thermal barrier coating under test.