Machine Learning Prediction of Transient Performance and Impeller Hydraulics in Centrifugal Pumps
To explore new approaches for monitoring the operating status of centrifugal pumps, this study employs four machine learning algorithms—support vector regression (SVR), random forest regression (RFR), backpropagation neural network (BPNN) and convolutional neural network (CNN)—to predict the transient performance (he...