Approximation of the Natural Gas Pumping Compressor Characteristics using a Multi-layer Neural Network

Abstract

Results of approximation of characteristics of a natural gas centrifugal compressor by a multi-layer neural network and a nonlinear regression model are compared. It is shown that the analytical description of the compressor characteristics makes it possible to increase the accuracy of calculating the coefficients of the compressor model linearized at the operating point.