164 / 2023-10-22 10:43:56

A Pressure Prediction Model of Gas Turbine Filter System Based on Recurrent Neural Network

Recurrent Neural Network, Pressure Prediction, Filter System, Gas Turbine

Special Sessions > SS13 - Signal Decomposition-Integrated Mechanical Fault Detection and Remaining Useful Life Prediction

An recurrent neural network (RNN) model is proposed to monitor the operating state of gas turbine filtration system and predict the pressure difference. Through screening the monitoring data of the filtering system, the appropriate multivariate data is selected for the pre-processing of the training data. The root mean square error (RMSE), mean absolute error (MAE) and r squared (