Artificial Neural Networks Modeling Two Phase Flow Pressure Drop

as-liquid two-phase flows through pipelines are one of the most common cases found in oil, and gas industries and estimate pressure drop with high accurate is very important.in this regarded, we use Artificial neural network for predict pressure drop along the well. In addition, the selected database contains ۸۲ data sets selected from three different wells from Ahwaz oil field. In this data sets were ۲۰ percent for tests data and ۸۰ percent for training data. Furthermore, Mean Square Error with Artificial model equal ۰.۰۰۰۳۸۱۵۳ percent calculated and this is a high accuracy model.

کلیدواژه ها:

Two phase flow ، Pressure drop ، Artificial neural networks ، Ansys fluent