Real-time prediction of rate of penetration while drilling complex lithologies using artificial intelligence techniques

Predicting the rate of penetration (ROP) plays a key role in the success of the drilling operation. It is not an easy task to predict the ROP with high accuracy as it depends on several factors such as; drilling parameters, drilling fluid properties, and drilled formation characteristics. The object...

Full description

Bibliographic Details
Main Author: Salaheldin Elkatatny
Format: Article
Language:English
Published: Elsevier 2021-03-01
Series:Ain Shams Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2090447920301350