The application discloses a kind of life prediction method and
system based on
bearing wear state monitoring, comprising the following steps: step S1, obtain the wear state historical
time series data of a plurality of bearings representing the entire
operating life, and fit out life curve function based on the wear state historical
time series data;Step S2, the wear state data of the target bearing to be predicted is input into the life curve function to predict the
remaining life of the target bearing, the application uses the wear state historical
time series data of a plurality of bearings representing the entire
operating life to fit out life curve function, can realize only the wear state data of bearing is obtained to obtain the
remaining life of bearing, and based on principal component extraction when the wear state historical time
series data is acquired, only the state
monitoring data with strong correlation with life is retained, realize the effective compression of data, guarantee the prediction
correctness of life curve function while improving the fitting efficiency.