This repository contains source code for methods mentioned in the OMAE2020-18151 paper titled Drilling Dataset Exploration, Visualization, Processing and Interpretation Using Volve Field Data. Paper is currently accepted, but not published.

Code is provided as Jupyter Notebook

This notebook allows one to:

• Search all logs for a given attribute
• Generate charts as PNG files for given attribute

Equinor released Volve dataset without any preprocessing. This makes working with real-time data difficult. This initiated an effort to convert WITSML files into CSV files, which are considered a basic standard in Data Science.

Pre-processed real-time drilling dataset, originally provided as WITSML files as a part of Equinor's Volve dataset. Please contact me if you need data. I will send you 2 wells F9ADepth and F9ATime data. All code is provided as-is under Creative Commons (CC BY-NC-SA 4.0) license.