Methods and systems for identifying rub events of a gas turbine engine are provided. In one exemplary aspect, one or more power level changes of the turbine engine are identified from engine operating data. For a particular identified power level change, a magnitude of the power level change and a rate of the power level change are calculated. The calculated magnitude and rate of the given power level change define a data point that is plotted on a chart of the magnitude versus the rate of power level change. The data points are filtered based on one or more operating parameters, such as flight phase, to obtain a severity threshold specific to the operating conditions of the engine/aircraft at the time the power level change was performed. One or more data points are then compared to the severity threshold to identify possible rub events.