Research Article

Damage Identification of Rotating Blades Based on Fuzzy C-Means and Frequency Response Function Curvature Methods

Table 1

Dimensional and nondimensional statistical features and their physical meanings.

DimensionalNondimensional
ExpressionsPhysical meaningExpressionsPhysical meaning

Describe the stability of signalsReflect the asymmetry of signal amplitude
Mean valueSkewness

Describe the vibration energy of the signalReflect range of signal impact energy
Root mean squareKurtosis

Reflect the dynamic part in the change of amplitudeReflect the trend of fault signal
VarianceShape indicator

Describe the extent to which data deviate from the meanDescribe the magnitude of signal impact energy
Standard deviationImpulse indicator

Describes the range of the change of signalsDescribe the magnitude of signal impact energy
Peak-to-peak valueCrest indicator

Describe the strength of the signalDescribe the magnitude change to reflect the wear condition
Peak valueClearance indicator