Modelling rate of penetration in drilling operations using RBF, MLP, LSSVM, and DT models

Abstract One of the most important problems that the drilling industry faces is drilling cost. Many factors affect the cost of drilling. Increasing drilling time has a significant role in increasing drilling costs. One of the solutions to reduce drilling time is to optimize the drilling rate. Drilli...

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Bibliographic Details
Main Authors: Mohsen Riazi, Hossein Mehrjoo, Reza Nakhaei, Hossein Jalalifar, Mohammadhadi Shateri, Masoud Riazi, Mehdi Ostadhassan, Abdolhossein Hemmati-Sarapardeh
Format: Article
Language:English
Published: Nature Portfolio 2022-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-14710-z