Data for: A Realistic and Public Dataset with Rare Undesirable Real Events in Oil Wells

Published: 15 July 2019| Version 1 | DOI: 10.17632/r7774rwc7v.1
Ricardo Vargas, Celso Munaro, Patrick Ciarelli, André Medeiros, Bruno Amaral, Daniel Barrionuevo, Jean Araújo, Jorge Ribeiro, Lucas Magalhães


This is the first realistic and public dataset with rare undesirable real events in oil wells as far as the authors of this work know. It can be used in development of several kinds of techniques and methods for different tasks associated with undesirable events in oil and gas wells.



Data Mining, Machine Learning, Oil Wells