Relations between diagnostic signal parameters and acceptable limit values of operational parameters were used to classify the states of gas turbine engines. For pre-dicting the time of faultless operation of engines we used predictive models describing the values of observed diagnostic parameters as a function of power and active opera-tion time of engines. An example was presented to show the verification of models for a preset operation time. The accuracy of predictions was estimated.