Learning characteristic parameters and dynamics of centrifugal pumps under multiphase flow using physics-informed neural networks

Felipe de Castro Teixeira Carvalho, Kamaljyoti Nath, Alberto Luiz Serpa +1

Electrical submersible pumps (ESPs) are prevalently utilized as artificial lift systems in the oil and gas industry. These pumps frequently encounter multiphase flows comprising a…