The application discloses a
cement ring thickness real-time calculation method, device, equipment, medium and product, and relates to the field of geophysical casing well acoustic
logging, wherein the method comprises the following steps: waveform extraction,
frequency domain feature extraction and
Stoneley wave parameter calculation are performed on
standard array acoustic wave data to obtain corresponding
processing data; the
processing data is taken as sample data, and the
open hole caliper corresponding to the
standard array acoustic wave data is taken as
label data to form a training sample set; a caliper prediction model is obtained by training the training sample set; waveform extraction,
frequency domain feature extraction and
Stoneley wave parameter calculation are performed on real-time acquired measured array
acoustic wave data to obtain
processing data corresponding to the measured array acoustic wave data, and the processing data is input into the caliper prediction model for prediction to obtain real-time predicted caliper; and the
cement ring thickness is calculated in real time in combination with a standard casing outer
diameter. The application realizes real-time prediction of the
cement ring thickness based on multi-data driving.