A collection of Wells/Drilling Engineering tools, focused on well trajectory planning for the time being.
The python tool for well trajectories
Leveraging matplotlib to visualize well drilling and construction
This is class project I conducted as team leader. I developed Matlab code to calculate the wellbore stability considering Mohr-Columb failure criteria in gemomechanical calculations. Example cases was studied using the code and based on results conclusions about wellbore stability during drilling was reached.
A repo containing Jupyter notebooks where ensemble algorithms are investigated to attempt predicting the downhole concentration of cuttings in oil wells using surface data.
A probability based approach to characterize lithology using drilling data and Random Forests
Lost Circulation Material
Symbolic Regression is used for developing ROP model.
Change Point Detection task solutions and experiments for directional drilling operation at thin oil layer / Решение задачи поиска точек перехода между песчанистым и глинистым пластом во-время направленного бурения скважины.
A code for Machine Learning model to predict rate of penetration in Drilling operation with Linear Regression, Random Forest, and Decision Tree
An intelligent package for solving hydrogeology engineering issues
Drilling Rig Hydraulics Calculations
Hierarchical AI Agent Swarm for Oil & Gas Engineering — powered by VibeCaaS.com / NeuralQuantum.ai LLC
This repository hosts a high-performance 3D interactive plot of a Tricone Drill Bit via Github Pages.
This repository hosts an interactive 3D Land Rig Substructure plot via Github Pages.
This repository hosts a high-performance 3D interactive plot of a Subsea Christmas Tree (XT) via Github Pages.
Drilling Data Collector
ML solution for predicting Rate of Penetration (ROP) in geothermal drilling. Combines domain expertise with machine learning to optimize drilling operations.
To calculate the pressure losses, cuttings transport ratio (hole cleaning performance) and graphically show sensitivity analysis by considering multiple factors. involved in wellbore cleaning..
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