Digital twin–driven aero-engine intelligent predictive maintenance

The data-driven with LSTM model of deep learning method and taking an aero-engine as an example can show that the method is effective, and Experimental results show that when the data set used for model training is 80%, the model prediction has high accuracy, and the RMSE predicted by aero -engine RUL is better than other experimental schemes.