This paper presented a method for robustness investigation of mistuning identification of disks by taking free response parameters as input information. The sensitivity of identified parameters with respect to input parameters was derived

and the different importance of the input parameters could be estimated from the sensitivity analysis results. This method could help to acquire effective input information in practice and also to further evaluate the accuracy of identified results.