Petróleo Brasileiro S.A.

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7 repositories

3W
Public
Timely detections for more proactive and effective actions in offshore oil wells!
data-science machine-learning anomaly-detection multivariate-time-series-analysis oil-well-monitoring
Jupyter Notebook
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Apache License 2.0
•94•425•5•1•Updated Sep 12, 2025Sep 12, 2025
ross
Public
ROSS is a library written in Python for rotordynamic analysis.
Python
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Apache License 2.0
•124•153•17•10•Updated Sep 11, 2025Sep 11, 2025
ccp
Public
Python library for calculation of centrifugal compressor performance.
python
Python
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Apache License 2.0
•11•31•11•2•Updated Sep 8, 2025Sep 8, 2025
GeoSlicer
Public
Open source digital rocks software platform for micro-CT, CT, thin sections and borehole image analysis. Includes tools for: annotation, AI, HPC, porous media flow simulation, porosity analysis, permeability analysis and much more.
computer-vision artificial-intelligence netcdf hdf5 high-performance-computing las dicom-images slurm-cluster cluster-computing porous-media
Python
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Apache License 2.0
•12•62•0•0•Updated Aug 28, 2025Aug 28, 2025
BibMon
Public
Python package that provides predictive models for fault detection, soft sensing, and process condition monitoring.
machine-learning time-series scikit-learn neural-networks pca process-monitoring fault-detection process-systems-engineering soft-sensor fault-diagnosis
Python
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Apache License 2.0
•48•91•10•13•Updated Jul 11, 2025Jul 11, 2025
waid
Public
Jupyter Notebook
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Apache License 2.0
•4•12•0•0•Updated Feb 2, 2025Feb 2, 2025
WPRAutoencoders
Public
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.
data-science machine-learning deep-learning clustering autoencoders well-testing
Jupyter Notebook
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Apache License 2.0
•8•43•0•0•Updated Dec 21, 2022Dec 21, 2022