Saja A. Dawod

Optimization of the Drilling Rate of Penetration (ROP) in Iraqi Kurdistan Fields Using Artificial Neural Networks

This study developed machine learning models to optimize ROP in the complex geological formations of the Kurdistan region of Iraq, considered to be one of the first in terms of type and location and demonstrates the vital role of machine learning approaches, with an emphasis on ANN, to enhance the petroleum industry by...