“…However, the CFD method has shortcomings: it uses only gas production systems [ 4 ]. Mohyaldinn et al [ 5 ] created a model based on Salama's [ 6 ] model to find ER. However, their model was used in pure gas and high and low gas-liquid ratio conditions.…”