Research Article

Evaluation and Prediction Method of Rolling Bearing Performance Degradation Based on Attention-LSTM

Table 1

Alternative performance degradation indicators.

FeatureEquation

Mean value
Peak-to-peak value
Kurtosis
Peak indicator
Margin indicator
Average amplitude
Root mean square
Peak value
Waveform index
Pulse indicator
Kurtosis
Square root amplitude