petrobras Goto Github PK

3w

Promotes development of ML algorithms for early detection and classification of undesirable events in offshore oil wells.

bibmon

Python package that provides predictive models for fault detection, soft sensing, and process condition monitoring.

ccp

Python library for calculation of centrifugal compressor performance.

geoslicer

ross

ROSS is a library written in Python for rotordynamic analysis.

waid

wprautoencoders

This is one of Petrobras' open repositories on GitHub. It contains the WPRAutoencoders project which encompasses a wellbore pressure response generator, a dataset of 20.000 synthetic pressure responses and an autoencoder neural network capable of clustering this data based on transmissibility and reservoir geometry.